The study found that neural responses to natural scenes are organized into sequences, which can be decoded using either rate vectors or sequence order. These sequences are stimulus specific and can be maintained even when the absolute timing of the responses is changed. Furthermore, the study showed that the decoding performance of rate vectors is inferior compared to decoding based on sequence order. Finally, the study proposed that recurrent processing transforms signals from stationary visual scenes into sequential responses, which are then decoded using a Bayesian matching operation. This article was authored by Yang Yiling, Catherine Shapcott, Alina Peter, and others.


The modified HPLC-UV method is accurate and reliable for measuring serum levitricitin levels. It can be used to monitor patient compliance and adjust dosage accordingly. Additionally, it can help identify patients who may benefit from those adjustments or additional medications to optimize their treatment. This article was authored by Api Munshi, J.V. Vishwakarma and Inna Gavde.


Namaste. In the past few modules, we have been building machine learning models using TensorFlow APIs. There are situations where the model trains for a long time and we would like to store the intermediate step of the model. So that we can assess how it is performing on the test data or safeguard against unforeseen situations due to which the training loop may not complete. The model can resume training where it laptop and avoid long training times after restoring the weights. Saving the model also helps us share our work with others so that they can recreate it. When publishing research models and technique, most machine learning practitioners share code to create the model and trained weights or parameters of the model. Sharing this data helps others understand how the model work and try it themselves with the new data. In this module, we will learn how to store the model during or after the training. I would like to caution you using any untrusted code because TensorFlow models are code at the end of the day. Hence, you should be careful and ascertain the origin of the code before using any untrusted code. There are different ways to save TensorFlow models depending on the API that you are using. Here we use tf.keras which is a high level API for building and training the model. Let us begin by importing TensorFlow and other dependencies. Let us install TensorFlow 2.0 and make sure that the right version is installed. We also installed OS package because we want to write and read files to the disk. Let us load a missed dataset and take 1000 examples each from training and test tensors so that our model can run faster and we will be able to demonstrate the save and restore functionality. Let us define the model in a Python function so that we can call this function for creating the model before and after saving and for restoration purpose. So, we define a simple neural network model which has got a single hidden layer with 512 units. We use ReLU as an activation function and the input to this particular hidden layer are 784 values. So, these 784 values come from 28 cross 28 image of digit that is stored in a MNIST dataset. In addition to that we use a dropout regularization with a dropout rate of 0.2 and finally, we have a dense layer with 10 units as an output layer that uses softmax as an activation. We want to output one of the 10 digits as a desired output. We use atom as an optimizer and sparse categorical cross entropy loss as we are we are interested in getting integers as an output and we will track accuracy as a metric. Let us create a model and examine the model through model dot summary method. So, you can see that the model has got exactly 2 layers 1 hidden layer with 512 units then there is a dropout layer dropout is actually applied on the on the first layer and then we have an output layer with 10 units. So, there are 400,050 parameters in the model. We would like to automatically save check points during training. This way we can use a trained model without having to retrain it or we can pick up the training where we stopped it last time in case the training process was interrupted or stopped for some reason. We use a callback model checkpoint for performing this task. This callback takes a few arguments for configuring the checkpointing. Let us look at the usage of checkpoint callback. So, first we will have to define and configure the checkpoint callbacks with callback which is done through this particular code that is highlighted on your screen. We define the checkpoint path this is the directory path where we want to store the checkpoint and then we also configure the checkpoint with the checkpoint path and by specifying what part of model we want to save. Here we are trying to only save the weights we are not we are not saving the architecture or the optimizer configuration along with the weights. Here we only want to save the weights. So, this is the configuration of the checkpointing the simplest configuration of the checkpointing. We will see even more advanced usage of checkpointing later in this particular exercise. Then we create a model with create model command. Remind you that create model command actually creates a tensor flow model that has got one hidden layer of 5 and 2 units and an output layer with 10 units and we will fit the model by running the training loop for train for 10 epochs. And notice that we are using a callback in the training process. This callback creates a single collection of tensor flow checkpoint files that are updated at end of each epoch. So, this particular configuration checkpoints the model at the end of each epoch. Let us train the model because we are very few example we finish training the model very quickly. Let us look at the checkpoint directory. So, exclamation mark followed by any command that we write is interpreted as a Unix command and is run as if we are running it on the command line. So, this particular code snippet will print the directory listing for the checkpoint directory. Note that you train the model for 10 epochs. So, you can see that there is a checkpoint there are few files that are created in the checkpoint directory. So, here we will have to first create a model with the same architecture as the original model and then restore the weights and apply those weights in the new model. It is perfectly fine to share the weights from the from the previous run even though this is a different instance of a model. Before applying the weight what we will do is we will create a model and we evaluate the model performance in the test even before restoring the parameters. So, in this case some random values will be used for parameters and we will see the accuracy that we get is just by chance. So, here we get only 10 percent accuracy as against the 99 percent accuracy that we got or 81 percent validation accuracy that we got during the training. Now, let us load the weights from the checkpoint path and again evaluate the model and check the accuracy. We can see that we are able to get the accuracy of 87 percent as we got earlier during the training of the model. So, you can see that just by using the same model, but just by building the architecture as the original model and restoring weights helped us to get the same performance as the original model. So, you can see that this is very very powerful. Imagine you build a model and share its weights with your friend or with your colleagues and then your colleague can take advantage of these weights and recreate the same model and use it for the prediction task. Let us look at various options that we have for creating a checkpoint callback. We can specify a period instead of saving the checkpoint after every epoch, we can specify a period after which the model should be saved. So, in this case we can do that with a period argument and here we are setting period to 5. So, we are going to save weights every 5 epochs rather than doing it after every epoch and here we are only going to save the weights. We also give the checkpoint path and configure it to store the ID of the epoch. So, this is a unique ID that is created for a checkpoint which consists of the ID of the epoch. So, that it is easy to identify what epoch is a checkpoint from. Then we create the model, we save the weights to the checkpoint path and then fit the model and note that in the fit function we give the callback as one of the arguments. And you can see that the model is getting saved after every 5 epochs. Here we are training the model for 50 epochs. So, we should see there are 10 checkpoints. So, you can see the checkpoint at 5, 50 epoch, 10 epoch and so on up to 50 epoch. Let us look at the content of the checkpoint directory and you can see that there are now 10 different epochs. You can see that there are 10 different checkpoints that are stored in the directory. If we use latest underscore checkpoint as a function and give checkpoint underscore directory or the checkpoint directory as an argument, we get the latest checkpoint. By default TensorFlow format only saves the 5 most recent checkpoints. So, let us retrieve the latest checkpoint and create the model with the weights from the latest checkpoint. You must be wondering what are these different files that are there in the checkpoint directory. Let us take a look at them. So, you can see that there is a format, there is a sharding kind of a format. Since we train or model on the single machine each checkpoint will have all the weights stored in a single shard. If you are doing it on multiple machines there could be there could have been multiple shards over here. Apart from the callback we can also manually save the weight that is the other way of saving the weight and we can simply use model dot save underscore weights function and we can provide the directory or the path and we have to provide the file name where we want to store the weights. Let us run it to check it. So, we are essentially saving the weights to my underscore checkpoint file and we are loading the weight from that particular file. So, you can see that we are getting again 87 percent accuracy after saving the weight and restoring it in a new model. Instead of only saving the weights we can also save the architecture of the model or the optimizer configuration. Let us see how to do that. So, the entire model can be saved using hierarchical data format or HDF 5. We can specify the HDF file with H 5 as an extension. Here we create the model, we train the model and we will save the model into HDF 5 file with the file name my underscore model dot H 5. Later we can load the model from this particular file the HDF 5 file and use it for prediction. I would like to point out the difference between the earlier checkpointing method where we were only storing weight as against this particular method where we are storing the entire model. In the checkpointing we had to first create the model and then load the weights into the model and then use it for the prediction task. In this case we do not have to create the model as the model itself has been saved in HDF format. We simply load the model that essentially creates the model puts the weight and the model is used and the model is ready for the prediction task. It is important to note this particular difference. Let us load the model and we can see that this model has got exactly the same summary as before and then check the accuracy of the model yeah it is almost the same accuracy of around 87 percent. So, this technique saves everything essentially weights model configuration and optimizer configuration and Keras saves the model by inspecting its architecture. In this module we studied how to store and restore TensorFlow models to and from the disk. These techniques are very handy when you have models that are training for long period of time or to export model for deployment on different platforms. Hope you enjoyed learning these concepts. See you in the next module. Garniwal.


proudly we hail from New York City where the American stage begins here is another program with a cast of outstanding players public service time has been made available by this station for your army and your Air Force to bring you this story as proudly we hail the parapilot of the United States Air Force our story is entitled the parapilot this is the story of a parapilot team in Korea members of the tactical air command who by an ingenious method direct a knockout punch to enemy ground forces from behind their own lines our first act curtain will rise in just a moment but first college men there's a great new opportunity in your United States Air Force because as an important new job for aircraft observer officers men who can apply mathematics to the practical problems of flight men who can deal with complex equipment and exacting problems if you had two or more years of college and if you can qualify for intensive aviation cadet training the Air Force will give you a year's postgraduate study with pay yours will be an important job which can be filled only by the finest young men visit your local US Army and US Air Force recruiting station today for full details and now your army and your Air Force present the proudly we hail production the parapilot you know what a parapilot is a parapilot's a fighter pilot who parachutes to the ground so he can direct air strikes at enemy ground troops jumps into or beyond the front lines the parapilot is part of TAF the tactical Air Force it's up to TAC the tactical air command to provide Air Force cooperation with land naval or amphibious forces in the field it becomes a tactical air force and it's the job of the tactical Air Force to keep enemy planes from attacking our own frontline troops to cut off enemy ground troops from supplies reinforcements and communications and to knock out enemy guns troops or positions which the army for one reason or another cannot get to with their own weapons in general this means close-up support of our frontline troops and practically no one gets any closer than a parapilot team it's night time in Korea we're at a joint operational center not far below the 38th parallel here ground forces men and Air Force men are hard at work acting as a team a message has just come in through the Army control that from the 10th division that a company of infantry has been cut off on hill 288 other message from Captain Mallet's division sir they're still cut off on hill 288 yes I know what's the situation there now division says the front will remain relatively quiet for the rest of the night company sees pretty well dug in as no indication of immediate danger though the enemy has them completely surrounded from the buildup in the area the commanding general 10th division expects the enemy to attack early tomorrow looks though mallet is outnumbered at least five to one hill 288 you can see it on this map about a hundred miles southeast of Yongyang just about on the parallel part of this spiny ridge that runs generally in north and south here I've been there pretty rugged country the range of hills 288 is about the highest that's right Captain Mallet probably had orders to hold hill 288 if at all possible that was before his company was cut off now it's probably the safest place for him to be wasn't a relief column sent to help them yes well but I didn't get through what state are the supplies in captain their immediate situation isn't desperate they have supplies for short time but they need relief as soon as possible right I think we all know the situation now never relief column Army G2 says even if they started now they couldn't get through in time this is a job for the Air Force we'll set up a pre-planned close support strike drop and supply better send a pair of pilot team in there first after more get a pair of pilot team here for briefing right away lieutenant Andrew Schaefer is an experienced tactical pilot with 50 fighter bomber missions behind him he's well acquainted with the tactics required to provide accurate close air support he's 26 years old and comes from Mount Carmel Illinois he's been specially trained at air ground school in Southern Pines North Carolina as a para pilot at Southern Pines he was team with Sergeant Ray Carroll from Keen New Hampshire an Air Force radio technician was received special jump training at Lawson Air Force Base Georgia at Lawson Lieutenant Schaefer and Sergeant Carroll learn jumping techniques becoming adept at jumping with all the necessary radio equipment from aerial troop transports these two men constitute a para pilot team okay Ray off we go into the wild black yonder I was having such nice dreams don't you ever get nervous not me I figure if the lieutenant thinks he can do it I guess I can do it too and carrying the baby besides a mighty big baby they call this VHF radio out for the portable sort of a king-size walkie-talkie but it's a lot more portable than a plane of jeep than it is rusted lug around it wouldn't be much good without it though I wonder where the idea started taking fellows like us and making a jump team out I think it was started in North Africa or Italy they didn't jump then they had forward air controllers on the ground with and ahead of the troops how'd you get into it volunteered never knew I'd end up a jumper I heard about these para pilot teams it seemed like a good idea well it is take a pilot like me I know what a fighter bomber can do and what it can't do then team a guy like me with a fellow like you can keep radio communications open we become an effective air ground team listening to Colonel back there I got an idea this was a lot like one of the practice jumps made together down Georgia yeah that's a good thing for us on our first real jump we get something that sounds like a tactical problem I'm not worrying so much about a night jump did enough of those just hope they're expecting companies see that all they'll be expecting us you know I wish in a way we'd get there and get started still we shouldn't have too much trouble looks like we're here they're ready for us as a plane woman all right you take care of the equipment I'll check in and out sure fellas says here we go again the para pilot team Lieutenant Schaeffer and Sergeant Carol get themselves checked in and out and get their equipment into the plane that will carry them up to and over the front lines and drop them on hill 288 meanwhile let's take a look at the hill and see how company C is making up regulars clockwork on tape you notice Gus every four and a half minutes they put one of those things in their mortar and lob it over here yeah I never thought I'd brutal of rocks so much we were dug in though they'd have to blast to get us out of here the way the guns place we can knock off anything trying to come up this hill long as the ammo holds out watch it take it easy there Mac you start shooting all the boulders around here and we'll be sitting with an empty gun before you know it honest guess I thought it was moving when do you think our help will get here I heard help was coming I don't know we usually get what we need one way or another no Michael and I first set eyes on this hill I wouldn't be a nickel for it now I'm getting sort of fond of it I've been in a lot worse places I guess we had enough supplies you could stay here forever well that's brasses were not mine our worry yours mine is that open space there in front of us we keep that they're clear that's all we can do captain and the others is up to them to keep us supplied and I guess they will they always do I don't see how they can do it this time or in time oh there's another player that one of ours right in the same spot you must be digging quite a hole there yeah that's all right with me just long as they don't change your range your elevation hole is there not here another one they're all off their schedule without no defying us is that polite well maybe they went on daylight saving time all of a sudden maybe that came from a different mortar now we're getting close funny I always have the feeling when we drop a flare we're making ourselves a perfect target yeah with all that light you think they must be able to see it from the ground yeah and on the ground can't see through that light though you notice back there when we drop those two flares that small cut between those two hills sure enemy gun emplacements in the valley being perfect position to keep anything from coming up that road you have to get through that cut to get up front yeah were you thinking what I was bet I was lieutenant the guns can be seen by a fighter bombers maybe we could bomb and silence them and then a tank led column could get past the smaller guns and clean them out all right mark those coordinates on the grid I already marked position see here every place I put an X right here on grid Queen coordinates 35 20 and 33 21 I guess part of what's talked to us right right up the place for a long time don't they flare seem to drop slower in their parachutes than we do in our they look there they go you say they couldn't see through the light to shoot us from the ground that idea well maybe they can't put their radar you see the troops you got them spotted yeah spotted and marked down what's this more fly well being given the grand tour around hill 288 minutes or something while they drop the airlift of supplies and ammo it looks like troops there and there yeah another couple of flares are I mark those true positions okay got them spotted in my boy they really are surrounded aren't they yeah well you needn't say they pretty soon it'll be we us us we whatever you want to call it are fine the more we know the more we can do hey it's a convoy all right long one moving slow she must be 40 trucks maybe more did you catch that yeah we certainly did and what we saw I'd say it I guess those is the supplies for the attack they hope to make on hill 288 there's still a couple of hours from getting there though at the rate they're moving and on the road they've got to take a fine thanks now we're set aren't we yes sirs there just will ever be I guess look am I that good an example can't you even look frightened me yeah if you want to know the truth I'm scared to death for a jump I always that's good that makes me feel better but you don't show it well I can't remember when you look so calm all right now look we land together with our equipment just like the night jumps at lawson air base all right there go out flares I'll go first after you sir any time you say we're all set one at a time thanks oh and thanks for the lift too I'll do the same for you someday you are listening to the proudly we hail production the para pilot will return in just a moment for the second act America's finest young men are getting into the blue of the United States Air Force if you're interested in your share of democracy your future in the free world and in the exciting life of a pilot or aircraft observer see if you can qualify for training as an aviation cadet if you're between 19 and 26 and a half years of age have at least two years of college are single and in good physical condition see your army and Air Force recruiter about your future in the United States Air Force aviation cadet program for full information visit your nearest U.S. Army and U.S. Air Force Recruiting Station today you are listening to proudly we hail and now we present the second act of the para pilot glad to be on the ground now we're going to get in touch with company see all right which way though which way fast some order one of them hills will be there keeps lobbing shells and right about where you are every four and a half minutes and they haven't sent one for about three right right right we're coming in just about room here for us but you're welcome to try to squeeze in what's that thing portable two-way radio transmitter I live and breathe a walkie talkie coming right out of the sky I was hoping for ammunition and reserves when I saw you guys coming I figured they were sending paratroopers to help us what do we get a lot fly boys I take it this is part of company see sure is I want to try to contact the tactical air control party of 10th division and check in you better wait a second watch you see right on schedule right where we were standing thanks ain't nothing of it my friend we ought to be able to do this on batteries yeah sure this should be brief anytime now and 10th up jumper one from destination able jumper one from destination able calling Peter oboe jumper one reporting we're on destination able stand by for further report Roger jumper one out well now I've seen everything that gadget cooked to I could use a hamburger plenty onion pickle and relish for me no onion got a date and I wish I did hey hey captain's Jeep thought somebody come looking for you they'll take you back drop in again anytime don't bother to ring thank you we'll do that yeah just bring a blonde next time this be right cozy little place for this fixed upright oh it's got to be a blonde though speaking for myself no we'll leave that to you okay come on right we better go see the captain right we're back on the ground again we go by Jeep so that's the way it is from the reports we were getting from our scouts if they weren't planning a night infiltration I'd have been surprised I'd I'd been wondering about that Captain Mellon that's their usual tactic I had a feeling they would try it just about the time you arrived it's quite likely your flares threw them off or maybe they were waiting for that convoy we saw to arrive or they may have thought the convoy would be close enough so they could count on it and it wasn't now whatever it was all indications where they'd attack and they didn't if they had attacked we could have beaten them off I'm confident of that but they couldn't have done it indefinitely I'm in a tired or forces are limited and we need more supplies oh did you recover our drop 90% makes me feel a lot more secure it's good well I think we know the situation now we'll send back our report it'll be getting light in a little while I think they'll attack then under any conditions unless we can hit them first and keep them off balance the para pilot team of lieutenant Schaefer and sergeant Carol report by radio their message was picked up several miles back by the air controller of the TACP consisting of a small mobile unit a jeep containing receiving transmitting and generating equipment go ahead jumper one this is Peter Robo short go ahead jumper one read your loud and clear supplies 45 minutes ago it was across the plane on the far side of penguin hill south of here on grid placements that probably stopped our relief convoy earlier orders on hill 178 and 171 grid Peter probably needs some close support strafing attacks right we'll relay your message Roger number one standing by for further instructions number one out really that message from our para pilot team on hill 288 back to JLC through your army net three at once urgent now the situation is in the hands of Colonel Bingham and the other experts at the joint operational center the different aspects of the problem are discussed and plans are jointly agreed on the group at the center awaits results and considers new reports as they come in dawn is beginning to break sending fingers of light probing over an unhappy war torn line a squadron of f-84 fighter bombers thunder jets have started out for hill 288 now listening for word on their radios from lieutenant Schaefer the air ground controller Schaefer and sergeant Carol after informing company see that a squadron of fighter bombers is being dispatched to help go back to take up their frontline positions hi a Mac we're back again you said not the phone just drop in how we told you to bring a blind I told Captain Mallory set up near you and use your field phone to contact him I thought you boys had about the best observation post in the hill thought maybe we dig in near you not too close though I don't like your four and a half minute mortar nor your own machine gun it makes too much noise for our purposes yeah it's a pretty good spot right here good view and a certain amount of protection from the what's gonna happen in a few minutes a squadron of f-84 should appear we get in touch with them by radio tell them what to hit and where they better get over to my litter transmitter get to work I'll see you later you better get your pals here soon it's an unavoidable part of the parapilot's job that to be effective he must be in a position to observe the enemy in order to observe the enemy it's almost impossible not to be observed because their portable transmitter signal has a limited range and because of the speed at which the planes will come there'll be little time before the Thunder Jets are over their target once radio contact has been established jumper one calling Foxtrot blue leader jumper one calling Foxtrot blue leader do you read anything yet no no nothing wonder where they can be wait a minute wait a minute they're coming in now the maps all laid out yeah yeah everything's right jumper one calling Foxtrot blue leader you're coming in faintly we're on hill 288 grid Peter coordinates 1843 that's 1-8-43 this is jumper one enemy convoy of about 40 trucks just south of penguin hill Roger jumper one jumper one now grid queen gun emplacements well dug in stopping our tank columns on eastern side hill 178 western side hill 161 grid queen coordinates 3 5 2 0 and 3 3 2 1 can you see them correction have them spotted blue leader to white flight stop that convoy with rockets then straight white flight will take care of convoy jumper one to foxtrot blue leader new enemy attack beginning down here enemy troops in five main concentrations do you have napalm Roger jumper one we have napalm attack is coming from grid Peter 1 2-4 7 there's a tree halfway down the hill do you see it blue leader Roger that's where we want the napalm jumper one have instructed one flight which is spotted gun emplacements that dive bomb those positions circle back to cover my flight while we're napalming tell it I think that took him completely by surprise I've been tracing that trajectory I think it got them all spotted here the marked here yeah oh wait a minute captain malice calling yes captain they did it looks pretty good here too okay I'll tell him I think that strike knocked out or disrupted the main groups on the ground the ones who'd already started looking still coming how was that you can make your strafing attacks on the north side of the hill hit the attackers coming up with machine gun Roger that's gonna slow up their attack I think it's busted up for good right now if we can get those mortars that are hitting around us there seem to be five of them about grid Peter 4-6-5 9 4-8-6-6 4-9-4-6 1-0-6-2 and 1-3-6-4 Roger it conked him mortars first time in a long while I felt free to walk away from a gun good I don't think you'll see much movement there for quite a while well I better give the leader a call blue leader this is jumper one thanks for a fine show Roger jump right thanks lieutenant I want to say thanks to funny thing though we go all over the world here we are three of us guess I'll have to treat you sort of a neighbor then besides you boys we're in a lot better position I thought would be I mean we still got supplies left thanks to your airdrop and not much of the enemy right here anyway yeah it's been about six minutes I think we quieted that mortar to Gus the machine gunner from company C can kid that they're sort of neighbors but what he was really talking about was teamwork teamwork and partnership that doesn't depend on the latitude or longitude the kind of teamwork that comes from people with the same kind of training and basic ideals whether they were born in Maine or California in Minnesota or Texas the kind of teamwork that sent the parapilot team to hill 288 that sent for the f-84s to break up the enemy air attack that shot up the enemy convoy bringing reinforcements that cleared up those annoying mortars behind the next hills that blasted the big gun emplacement so that a relief column could get through and company C could go back behind the lines for a well-deserved rest proudly we hail the parapilot a highly trained unit of the tactical Air Force and all the officers and men of the USAF Air Ground Operations School whose training makes this kind of successful teamwork possible here's a message from your United States Air Force to you you have a chance to join the key men on the Air Force's flying team as an aircraft observer yes you can be one of the men who plot the sky tracks of the heavy bombers and the big transports if you look ahead now while you're in college here's what you can do you can take a year's training with pay and after graduation as an aviation cadet become a flying officer team member with the silver wings of an aircraft observer but can you qualify you can if you're between 19 and 26 and a half single are in good physical condition of high moral standards and have had two or more years of college training for full information visit your nearest United States Army and United States Air Force recruiting station this has been another program on proudly we hail presented transcribed in cooperation with this station proudly we hail is produced by the recruiting publicity center for the United States Army and United States Air Force recruiting service this is Kenneth Banghart speaking and inviting you to tune in the same station next week for another interesting story on proudly we hail


Hey coach, how's it going my name is Ben neighbors. I'm the creator here at build my sports biz comm So today I'm gonna be open up the mail bag I got two questions from basketball coaches who have been wondering about how they can grow their business All right, so I'm gonna show you two questions here, and we're gonna just gonna move on from there All right, and if you're a basketball trainer make sure and subscribe to this channel I've had tons of basketball coaches who've been listening to our podcast throw my email newsletter If you are a basketball trainer you want to grow your business definitely stay tuned what we're doing going forward All right, so here's question one so question one comes from a guy named Chris and Chris asked me. Hey, Ben What is the easiest way for me to grow my client base and for me? All right, it's a very simple question to answer All right, if you're trying to grow your client base you have to look internally with who you're training Right, I always look at my clients. Alright, I'm a soccer trainer. It's the same though It's the same type of relationship between my clients and you and your clients I look at whoever I'm training. These are people who know like and trust me. They're already in my program They're already getting great results those clients know so many other potential clients that I could be training Right, so I'm gonna go to my clients first and ask for referrals That is the easiest way to grow your business is through referrals of Clients who you're already training right and that is simple to do at your next session I want you to sit down with them for five minutes and chat with them about how you want to grow your business How you want to help more players and who do they know that can Potentially come into your program try to get phone numbers try to get emails try to do whatever you can So you can start reaching out to new potential clients based on the clients that you're already training Right now the second question. I got This is from a guy named Paul and Paul asked me hey, Ben. What is the easiest way for me to set up my basketball camps? Right, and this is very similar to soccer too. I see a lot of basketball and soccer in any sports trainers I see them do this they will set up a camp on their website and then they'll show up to their camp and All the clients who said that they were gonna come Don't show up or there's clients who show up But they don't pay or they're trying to pay in cash or pay by check And that leaves you as the person who's collecting money at the camp that you're doing I learned this the hard way when I had my website set up for clients What would happen was my clients would would show up on the website They'd register and then they wouldn't bring their child to the clinic or they would bring their child And they'd have to pay me cash or check which is very confusing For a lot of parents some parents are gonna forget money some parents will short you money Some parents will tell you that they want to pay you later and this started happening all the time I've lost thousands of dollars because of that and that was my fault. It wasn't their fault That was just the way I had my business set up So now that is the old way of doing things and I see so many trainers still do that They still do that process and what you want to do is you want to run your business like a boss And here's how you should be doing it. So step one You want to have your website set up? So what I like to tell coaches that I consult with I show every coach this simplest way of doing this You want to have a landing page on your website? You want to have a way where parents can register online this way? They pay before they show up and this will streamline the process between the clients You have and the camp that you have and this way you can automate the way that you do your camps It is the easiest way possible and I always recommend the same exact software. I use it's called kajabi I have a discount for you if you go down In the description, you'll be able to see my resources tab go click on that and you can get kajabi That will set up your email newsletter That'll set up all your camp pages that'll set up your entire payment process It is such an easy way to run camps clinics and even private training group training in the future And that will automate this process because I see so many questions all the time from coaches in every sport They're complaining. They're saying Ben. I try to put on these camps, but no one's showing up Or I put on these camps and no one's paying that is a fundamental problem That you have set up right now, right? And you can change that and you can transition into running this like a real business by having things set up automated online So guys, I hope this helps you out if you're a basketball coach or any coach who found value in this Make sure and like the video subscribe to our channel comment below if you have any questions And like I said, I'm engaging with coaches every single day on Facebook Find our Facebook link below in the description click on that like the page I have a daily video that goes out there and that's where I'm responding to coaches all the time If they have questions for me. So thanks again for watching. I'll catch you on the next video


In medicine, we have had over 50% of women graduating from medical schools for at least 10 years now, and yet if you look at the trajectory through the faculty, we lose women at every state in the career stage. And so we cannot blame it on an inadequate pipeline but rather a leaky pipeline. So what's happening is that as women advance through the career stages, they somehow lose interest or academic medicine loses them because of a number of reasons, including cultural ones. So we found that in some fields, like in engineering, there's a clear pipeline straight from school into really good jobs, but then we found that in a lot of scientific fields, particularly in biology and in physics and in chemistry, there isn't a direct translation of how you use your major into the labor force. And so some of the transition rates are really, really low. But even worse than that, we found out that for women in particular, even when they make it into the science labor force, they tend to drop out very, very fast, and it's usually within the first five or six years of employment. So that kind of bleed from the pipeline needs to stop because that is our science and technical workforce of the future. So we want to keep more of them in. And the problem is also acute for men. It's just not as bad. But we're losing a lot of men who are trained in science and technology fields as well. We've figured especially that women who have made additional investments in their careers in training would be the most likely to persist for long periods of time. And instead, we found that they were the least likely to persist over long periods of time. So the long period of time is the training period. But when they're done with that training period, they finally enter the labor market and there's something about it that's just not compatible with how they want to live their lives. There's research that at a university, people were randomly assigned an introductory science course. If a woman was assigned a female instructor, she was more likely to get a STEM degree. So if her introduction to science was from a woman, she was more likely to pursue that degree. Whereas it had no effect on a male probability, they were equally likely depending regardless of seeing a woman or a man. So who's teaching the class matters? If you see someone who looks like you, it's going to affect your choices. We have some provocative clues that we want to kind of explore further. It was an existing survey and it followed a cohort of women and men longitudinally for over 25 years. So we really have a good sense of how their careers unfolded. And one of the really provocative things is that we have lots of information about them when they were in high school. So we've got high school through college, through labor market entry, and we can look at differences in how they express their views of the world as early as 17, 18 years of age. And what we notice is that if you look in that early period, the women are go-getters with very liberal gender ideologies and attitudes about what they're going to do. The men who are entering science tend to be very, very conservative.  So we think there might be this clash of cultures and expectations. We hear from some women scientists that they are married to partners who also have demanding careers, but most of the men that they work with have stay-at-home wives who take care of the home front and support their careers. So we think this might be a difference in the capacities to do the kinds of demanding work that science requires, but we also think it might change the climate in ways that are not conducive to women and people of color entering the field. We really, if we're going to train young women to be leaders, then we have to have leadership slots, and I think that one of the things we're seeing is that there's, I wouldn't say a glass ceiling, but there's a ceiling because there are few, there's very little turnover, and you know chair positions are like life positions, and I, so I think that we have to think about interventions in the, in the institutions like term limits for chair positions. It's no longer a trope, it shouldn't be a trophy, how long you've held it, you know chair position, it should be that we honor those people and use them as mentors for the younger people coming along, but that they step down from those positions and allow new thought, new energy, and that's something I think that's not happening enough yet. The government makes a huge investment in the scientific workforce in this country to remain competitive globally. I mean if we don't do this we will fall behind, and our competitor nations, particularly China and India and much of Western Europe are spending lots more money educating scientists than we are. So we've made a big investment, we need to make an even bigger investment in the future, but if we invest all this money in training people and then they leave the labor force, what we've really done is we've missed an opportunity to get the skills and talents of those people that we've invested in, in basic science and applied science.


It's time for another hashtag Freedom Family Discussion. Today, Brittany gets your opinions on intros and if you think they're useful or a total waste of 10 seconds. I really hope I have a job after this. Hello Freedom Family, today we're going to have another hashtag Freedom Family Discussion and today we're going to be talking about your intros in your videos. Jesse Mike did talk briefly about intros a few weeks back, talking about what he thought of intros. PS, he doesn't like them. So, today I'm going to share my opinion on intros within the gaming world. And as this is a discussion, I encourage you guys to talk about your opinions down below in the comments. First off, I'm going to talk about the main reason why I do like intros. If you watch gamers like EldieShadowLady, yes I mention her a lot but I can't help it. I think she's hilarious. So yes, we're going to reference her a lot. And there are probably some other gamers who do the same thing I'm about to share with you but off the top of my head I can't think of any and I don't watch them any people. So you tell me people I need to be watching. Do that too. That you can put for me down in the comments. But my point before I got way sidetracked, oh look at the butterfly. My point is that they utilize their intros as like a break between a really funny and entertaining moment and the rest of their video. Now if you haven't really heard the term before, the first few seconds are called an attention grabber. And this is very important for grabbing the attention of your viewers. If you're starting off your video with something that's really fun and exciting or entertaining, then you have successfully captured the attention of your viewers and they're going to want to stick around and find out where in the video this super awesome part is from. I plan to utilize this in my own videos once I have enough money to spend on a really cool intro. A trend right now among a bunch of my friends are really cute pixelated intros. And I am in love with them. They're so adorable. The artist who is making all the intros for my friends is called Bin of Trash. And she makes intros and pixelations and all kinds of other really adorable stuff so I will leave her link below if you guys are interested in checking her out. Secondly, we're gonna talk about why I do not like intros and it's pretty much only if they're too long, irrelevant or annoying. I know that pretty much covers a really broad area depending on what my opinion is and each person's opinion is their own so don't bash each other when you're talking about it down below. Be respectful. Meh. Zesty Mike brought up the fact that a lot of the intros he doesn't like are the ones that are like dubstep music with just your name flashing on a screen. And while I don't think that they're anything amazing or spectacular half the time I don't think they're all that bad. I kind of like the beats to them and they're kind of fun. They usually grab my attention a little bit too if they're well done and interesting. I feel like these generally work out better for guys or girls who are just a lot cooler than me. I can't rock the dubstep. I mean I could probably rock the dubstep but I don't know. If those are kept really short then they're usually okay. They don't really represent you other than just showing your name but not awful. The other ones that I'm not really fond of either are the template intros that are like stock and just flip around all the different shapes and do weird stuff and it's like meep meep meep. Just don't do stock intros unless you can do something really cool with them. But most of the time you can because they're just stock intros and it's like people's waiting for like 20 seconds for these shapes to flip through themselves and really great intros should be less than 10 seconds and represent your channel in a way that people will understand basically. Personally I have not yet had an intro made for one because I didn't feel like I really had enough of a following to where I needed to spend the kind of money to put into my channel but I'm now up over 3,000. So I feel like people are interested in me enough to where I can actually start investing some money into my channel and making it look real good. Another reason is also because I kind of don't know what I would do. I don't really know what would represent me in my channel and like just I feel like I can't commit to that kind of giant thing to put into every video. My friend Scott has like him on a little rocket ship which is adorable but I don't want to copy and Phoenix has wings and she's flying and there's fire and Yami's like get down whatever she says and she blasts the thing and I'm just like I like food. I like to play games. I like my dogs pretty much like what? I'm sure if I sat down I could think of something but okay I'm rambling. I had coffee before I shot this so you're welcome. Okay so like I said in the last video these videos here with me are for you guys to have discussions with each other. I want the freedom family to become a family and get to know each other and love and hugs and talking and making friends. So just let me feel like I'm doing that and making that happen. The only main rule here is just don't spam the comments with your channel. If you're gonna post a comment make sure you say something nice about someone else's stuff and stuff like that. So interact, have fun, make friends, talk about the topic at hand here which is intro videos and have some fun. If you guys would like to see any more of me you can find me on my channel Brits Games. Link is in the description below as well as Ben of Trash who is the amazing artist that I talked about previously in the video. Thank you guys for watching and I'll see you next week. Goodbye! Why I do, why are there so many drugs? I can't say words today. Impulse is produced by the Freedom Network. Ever wanted to earn revenue from your videos? Freedom offers a great partnership program which includes access to hundreds of thousands of audio tracks, sponsorships with great partners and most importantly a no lock-in contract. You can leave at any time for any reason. We accept everyone both big and small. For more information click here or visit the link in the video description.


Alright you guys, what is going on? Welcome back to another video. Today's video, we're going to continue with the top 100. We're at number 99.  Nah, I can't wait. Michael Strayhin, I'm not going to take too much of you guys' time. We've got a 4 minute and 12 second video. The top 100 NFL greatest players of all time by NFL Films. This series was brought out in 2010, so the list could have changed by now. In fact, they're probably going to bring out another series, in which case I'll have another series to react to. But with that said, let's get into it. Number 99, Michael Strayhin. Let's go. There are a lot of battles. I always use Michael as that bar, that's your test. See if you still have it. Huh, well he can't be too old. I tried not to remember the play-offs. Is he defensive? Player? He's a rusher.  Michael Strayhin, once again, getting into the backfield and causing problems. I got out of position. Good tackle. That's what made him great because he took advantage of things like that. I was out of position. He didn't try to finesse me and rip and lean the corner. He goes, you're high. I'm going right through you and ultimately he got there. Felt like I was in the air for like four seconds. Yeah, he got him off the ground. That's not a good play. There were plenty of tackles that left the door open to crack. Looks about 300 pounds, 6'5". Nah, 2'70". Whoa!  That right tackle was way bigger than him. He went straight through you, right through you. Oh. Or you just push him.  I love it. Oh, Super Bowl. And we've got connection issues again.  Is Tom Brady playing? Must be. I want to see this. At age 36, Strayham made his final game his finest moment. Ooh. By doing two things he had always done. Saff people. Fuck, look at his arms, man. Huge. I got shivers just then. Bang! The teeth just add to the character, don't they? I had teeth like that and then I paid for my own braces because my parents didn't want to buy me them. What a legend. What a legend. Alright guys, that was another one, number 99. Next we've got 98 and his name is Lee Roy Selman. Cannot wait. Hope you guys enjoyed that one. If you have, hit the like button. You know what to do. If you want to subscribe and you haven't, please do. There will be plenty more content to come and I'll see you in the next one. Peace.


seum for you. Just missed the trash That was bad Here we go That is a andres Jimenez No, no devers pita lanso. Oh jake mccarthy. That's a nasty patch as well. I'm in a 20 for arizona. Hell yeah I'm in thank you glenn and joshua picking up spots tonight both mixers. I believe Very nice very nice Dull boy strive is here Oh boy. Oh god almighty. You might have to be that might have to be a forest question strive.  Who is that rafi devers the red spikes? And cedric mullins the 99 for the o's. Nice one there. Oh Or should be wandering around somewhere aimlessly Jose el duvet trout schwerber verlander and drew waters to 299 for the royals Grats on that royals. That is austin reilly Austin reilly again.  Don't listen to them Not doing that Jordan walker to 150 Take it to grom and Miguel cabrera to 299 for the tigers. Listen to that song in your plate I might honestly It's very soothing Yeah We got buckets of bacon and steaks of chips That's my favorite part That makes me fall asleep. I could tell kodaisenka on the copper base rookie And ziktovar to 299 Nice one there for the good ol rockies. Rockies doing very well very well so far Volpe to 299 And yeah, that is going to be a bret baby And a showhead 25 for the angels six or eight of 25 very nice very nice Juan soto, bradley and Byron buxton. Nice one there to 299 three color and one color patch. I feel twins That's two bucks Sam's gonna kill me Just the braves on definitive everybody just The braves I'll think I've ever seen a definitive case without a lot of braves. I mean I have so many Clavin that I could be wrong I'm sure there have been but It's a team that hits a lot man. It's a hell of a lot A lot of akunya dual autos with guys too. I'll conch her to 150 And Reese Hoskins to 50 for the fillies Plus, we have like good rookie chase like yeah Harris Michael pts So we hit a Michael Harris the other day and Spencer put atl Michael at the nerd. I'm up a g next to it That was dying. He does that to me in force all the time Bobby Miller Is he here? Spencer? Are you here? Aaron judge and j rod edgar martinez etiro and ken griffy jr. On the quad at 75 Nice one there.  I could see it too. That's scary I could see it too j rod Volpe and brandon nimmo to 50 meaningful material jersey card for the mats I wouldn't shock me tbh would not shock me That's von grissom to 2.99 Got our randy johnson and erin nola to 2.99 for the fillies Congrats on that fillies Troy picking up a spot in a cup Later tonight I was gonna say yeah, it looked like the one on the right right left or left Go for him this year. Pete neck. Yeah, that would be nasty. You know long zone arizona. Good lord, dude I thought they were trying to go for jd. Yeah, but yeah, I can see they want like a long term long term Replacement. Yeah Frankie lindor Out of duvet. Oh lubab on the nice patch three of 15 That's white socks jd. He's thinking that he might go back to awesome No, thanks. This might just take like a Smaller contract and stay in L.A.  That's awesome to 199 my guy for the ashros Congrats houston very nice thinking david you can respond in Laudice collegiate clearly anybody Yeah, right Mullins wander franco jazz chiseled junior to 99 jazz chiseled for spencer Jersey bat bat jersey Job job furniture boy. They only want to win 54 percent of the time through the Jay ram to 299 Jordan walker riley green Tigers and j. Cronin worth 2199 for the podger is the crone zone Very nice. Congrats on that multiple thumbs up on riley green as he should as always As it should be Just Yeah, it's so much easier too. Yeah, such a good product man Such a good product. I'll they never do me too, dude They need to bring it for the other sports when they get the licenses museum football used to be nasty Masataka Yoshida And ryan howard for the fillies the 299 The lawsuit. I don't know to be honest shady. I really don't Next mani and poppy pork and riley green Next cheater and a rod Matt Chapman Pujols and no one are not up to 75 for the Cardinals Matthew g with a mixer spot. Thank you, buddy Yeah, just the braves left in definitive that is it last spot of the day last spot. Oh at the day One with another mixer spot. Thank you, buddy Corbin burns to 299 for uh brewers Just chiseled and and alex bregman to 35 11 35 for the astros Astros Mini box slash pack and break. Good luck everybody. See what we've got. Miguel Vargas the 299 Dodgers Riley green salvi Perez and Dalton varshow 102 out of 199 for the blue jays That's on that Toronto. Very nice. You've got Toronto You've got Aquino Got you gotta start with our relics. We've got a jazz chiseled Miguel Cabrera, Cedric Mullins, quad for the Mariners Nolan Aronato, Nick Castellanos, Brandon Nimmo, Alex Bregman, Shohei, Tim Anderson, Jake McCarthy, Bobby Witt and Lou Bob Let's see we'll get out of the way. So what happened? What are you? What are you referencing shady? I'm not I'm not sure I'm aware Aaron Nola Oh, that makes sense Byron Buxton, Ryan Howard, True Waters, Zeke Otovar, Dalton Varshow, Jake Croninward, Craig Bijio, Byron Buxton, Rhys Hoskins, and this nasty nasty Larry Walker So sick man. That'll do it for the break everybody. Thanks again for the fill up next is Uh, the second half of this museum case You got one remaining one to go on definitive everybody just the Braves Oh, they're suing the AC okay. They're suing the ACC officially. I got you interesting, huh? Stacks of Jax, got gallons of maple throw it on back or jugs of maple you could throw it on back Best thing slurp on the whole damn map. I'm quite in pocket if you ask me Benjamin B with a mixer spots Nicholas I with a couple of artifact spots. Thank you, buddy. Thank both of you. I should say geez Good lord, man Okay, so I'll give you one sec guys before we get started. It'll be right to buck Get one to go and definitive just the Braves. I believe you guys are Jake. Come on Okay Just the Braves y'all breaks next definitive We have not seen a ton of micro hairs. No, unfortunately, we haven't really opened a ton of products that has had them um We just did the first half case museum didn't see any of them. We opened a case of uh Cone black didn't see any of them and then we weren't doing Bowman draft earlier Um, but we're gonna hit probably see him here either in this next half case or probably a definitive too But um, none today so far Derek, how's it going man? Your next half ought to be insane You're not wrong and the Braves are still available in definitive as well. So I wouldn't be shocked if we hit a big micro hairs Yeah, exactly See And they're on sale too. They're a hundred but they're over a hundred bucks off right now for a full case Full case Let's go Dodgers, baby We're at 26 likes y'all. Come on. We can do better Like the stream if you haven't subscribe give us a follow on twitch Follow us on our instagram if you have facebook Do that as well What's up, Jacob second half of museum Yeah, just the Braves in definitive Just the Bravos in definitive that is it Michael Harris. It's no Michael Harris hits yet. No Yeah, this next half can go kind of nuts potentially because I don't think there wasn't a case hit I don't think that walker counts is a case hit. I think it does I think the monument like that the jumbos I think Could be wrong. We couldn't see two. Yeah, you never know But I'm pretty sure like the jumbo like that. Yeah, I thought it was the other one the other rp Like the other patch auto the vertical one was the case. I don't know maybe I very well could be I have no idea To be honest. I didn't I've never known if that one counts or not Um, good luck everybody. Let us get started Going on everyone. Sam here with late and sports cards I've been 23 tops museum collection baseball hobby six bucks half case break number 40 Pick your team style names and teams alex d with the giants alexander s metz Anacopee Rockies christopher j with the rays um Christopher m royals david o at redsox drew h blue j's jack s fillies jacob r with the dodgers Jennifer y orials jeremy h as the twins cardinals dime backs and braids kathleen j with the Brewers ken k angels nathan r nationals o and b reds policy athletics peter m yanks peter s uh with the um Uh, astros and the padres bobby r with the cubs spencer with the marlins um Tom j with the white socks tomiyuki k mariners so we're see with the pirates Merry christmas from your uncle tyler Vaughn b with the rangers and the tigers and west are with the guardians. So good luck everybody Let's do it. Here we go. Do you have the lyrics off on your phone? No, I swear You just memorized it at this point Yeah, just the praise I did mark the braves down again for you guys. They're like 200 off almost. We're just kind of insane miggy Unia seager o'neill cruise and chipper jones the 50 for the braves It is is it a sign the braves are going to hit in definitive as well Chippa very well could be very nice Chippa that is a gold judge to 2 99 Alvarez hank erin and pita lanza to 20 Game used jersey for the Mets Raffi devils blue to 150 and jock peterson is a giant to at 50 That is going to be uh, thank you tom with a couple of mixer spots tonight Tommy fans biggest Michael see by the braves. Thank you Michael see We're sold out a turn sold out on the day. Let's go y'all. We gotta hit you something baby We gotta we gotta pit pull something that rivals the trout. Thank you. Michael trout logo man for you Thanks, Michael. Appreciate your brother's always He did he did the City connect. Yep, that is a Sean murphy That's crazy and christian yellow. Let's go. It's you 199 cat wanted some yellow chargers. There's there's one. There we go Very nice. Congrats cat Hey, david with a spot in artifacts tonight. Let's go man. We're really stuck in my head The um with two Spots And once you get a song started, I really don't know what to do man. Can we start like singing some mouths? Come on now That is centric mullins 299 for the oats. It'll be forest and lane tonight forest and lane tonight. Yes Forest and lane fujinami and jonathan india for the reds to 75 on the uh primary pieces quad game Use the jersey but that's heavy. We'll do that one last Could be a frame could be a book Take a look Reading rainbow Nothing better than elementary school and watching your rainbow instead of doing work That is a mitch keller. It's a 50. There you go. Sawyer. Congrats, buddy Dude, Mitch keller. Yes, sir Michael c also picking up a quintuple case spot and a Cup spot. So thank you, Michael. Appreciate you, buddy Very much keller, dude Good pictures represent, baby It's good. Hell yeah. Riley green the 299 for vaughn and the tigers corporate carol baybruth Nice one there and for the guardians 12 of 20 bam bam jram. Jose Ramirez bam. That's on that one I'll see you with another cup spot. Let's go, Michael. Thanks, buddy All right, see what we got in here. Let's see it. Let's see it. Let's see it Assuming it's going to be a frame. It feels framing It feels framing. It feels framing. It is framing It's going to be a gold frame. Nice Nice. Purple. John Cole Stanton 99 Stanton Volpi The Padre Fernando Tatis Jr. Five of 10. That's disgusting, man Let's go. Good stuff there. Padres. Peter S Here we go, dude Five of 10 El Nino Going into a mag for you. Congrats on that, Mr. Peter S Here we go. Riley green again This time on the copper that cranky and sandy alcantra to 299. Let's go, Spencer. That's sandy alcantra That's sick, dude. Jersey auto. I like it 139 out of 299. Very nice Reading Randy Johnson Shohei For the angels and cc sabathia 97 of 299 for the inks Cc Miguel Vargas too at 299 Manny Machado and Carlos Correa for the twins to 35. Game used jersey Game used a joysie Tristan Cosas Ozzie Smith Jacob DeGrom and another christian helich. There you go cat to 199 Two christian helich jersey autos now Good stuff cat. That was dirty There you go. I think so. Is that the off? It's the off way ones. Yeah, it might be the off way ones. They wear off way? Do they? I probably did but I just didn't realize it. Arod and Tony Gonsolin to 75 for the Dodgers. Game used jerseys Courtney with an artifact spot. Let's go. Riley green. Nasty Nestor. Yes it is. Nestor Cortez And will Clark will the thrill to 199 for the Higantes? Zenda Bogarts to 299 for the Padres Arod and dual. That is Jordan Walker Paul Goldschmidt 27 of 50. The Cardinals not too shabby there Purple Jacob DeGrom 77 of 99 Bobby Miller and Larry Walker for the Rocks 41 of 50. Rocky case. Yes it is. Larry Walker case Zack Netto Gabi Moreno Paul Goldschmidt to 75 for the Cardinals. Primary pieces 44 of 75. Red to 50. Boba Shet Blue Jays Is nice. Artist proof to 50 is Shohei and Otto to 299 for the National CJ Abrams Second year CJ Going to DC Josh Young Canvas collection and Jaren Duran to 25. There is a little bit of peeling on the top there. I'll send an empty box and wrapper with the Red Sox. Sorry about that Boston. Still a nice card overall though. Bleed of Matt McLean to 150 for the Reds Reese Hoskins and another Tony Gonsolin. Game used Jersey this time to 99. Primary pieces. Intrigued by the Tony Gonsolin. I was intrigued that there was two of them. Yes. The rare double Gonsolin. That's right to even see them in there. Sure. That is A. Roger Clemens Sengatash Bradley and Logan Gilbert. With the throwbacks. 9 out of 10 with the throwback. Yup. There is peeling on the top unfortunately. It looks like at least yeah. We'll send an empty box and wrapper. It's still nasty though. That's really sick. The throwback Mariners logo. Throwback Mariners Jersey. Red Shintaro Fujinami to 50. That is a Jordan Walker canvas collection. And Andres Jimenez. Three of 25 going to the Guardians. Game used at primary pieces. Quad. Chesh Chisholm and Tyler Freeman. 5 out of 15. Rookie Otto on card for the Guardians. Last museum box of the day. That is a Bobby Miller for the Dodgers. Upper Pujols and Logan Ohapi. 10 of 25. Nice low numbered rookie Jersey Otto. Don't worry. Be Ohapi. Be Ohapi. Going to the Angels. Congrats Halos. Very sound. We'll take no Ohapi or RJA. All right. Quick recap. We've got a Tony Gonsolin. Paul Goldschmidt. Another Tony Gonsolin. Jonathan India. Dual of Goldie and Jordan Walker. Jack Peterson. Mitch Keller. Carlos Correa. We've got Andres Jimenez. Jerry Duran. Peter Lanzo and Logan Gilbert to 10. Autos. We had Sandy Alcantra. C.J. Abrams. C.C. Sabathia. Christian Yelich. Twice. Will Clark. A Larry Walker. Chipper Jones. Logan Ohapi. J.Ram. And Tyler Freeman. 15. And then El Nino. Fernando Tates Jr. 5 out of 10. Gold framed. I'll do it for the break everybody. Thanks again for the fill. Coming up next is definitive. Very nice. Thank you all again. Michael, thank you for selling us out. Thank you everybody for taking spots in definitive and spots today in general. Thank you guys. Do appreciate it. It made life very easy. So never a complaint about that. I'm good. Thank you though. Appreciate you. I'm about to slam that one again. You can imagine for sure.  See ya. Good night to Chipotle. All right. Good luck here everybody. Let's do definitive. It is definitive time actually. I have to do one thing first. Jay Blazen with a Jumbo. Spot tonight. Thank you Jay Blazen. Good luck here everybody. Let's do it. Going on everyone. Sam here with late sports cards. You've been 23 tops. Definitive baseball hobby. Three box case. Number 18. Picker team style. List of names and teams are Arthur Y. Rangers. Brian G. Metz. C. Hwang with the Blue Jays. Chi Wei F. Red Sox. Chris D. Brewer's. Christopher J. Reyes. Corey N. Dodgers. David O. Phillies. Evan L. Tigers. Frank L. Guardians Twins. Pirates and Athletics. Gary G. Royals. Mark R. White Sox. Michael C. A. D. Bax Orioles. Michael C. Z. with the Braves. Mitch L. Mariners. Naoto K. Marlins and Nationals. Nicholas I. Cardinals. Nick P. with the Reds. Paul B. Astros. Peter M. Angels Yankees. Bobby R. Cubs. Troy M. Giants Padres and Wayne P. with the Rocks. So good luck here everybody. Let's do it. Lucas with a breakers. A light mixer tonight. Brian with a couple of artifact spots. So yeah, spots for tonight coming in very fast, which is awesome. Appreciate you all. That is freaking awesome, man. It's got a bunch more definitive as well, everybody, so we'll not be slowing down on definitive breaks, which is music to my ears to be honest with you. I tried. Zero execution on that. A couple of frames in this one. Interesting. Okay, we'll start off for the Padres. That is a Manny Machado. Ooh, nice one there. 240. Manny Machado to 40. Nice one here. It's going to be a game used helmet relic for the Tigers. Miguel Cabrera. 33 of 45. Nice one there. It's definitely got some use to it as well. Maybe. All right. 24 of 30. Peter Lamzo. Going into the Mets. Congrats on that Mets. Game used Jersey up. Polar Bear. Nice one here, man, to 25. Two at 25. Josh Young. Rookie order for the Rangers. There we go, Texas. That's dope. And then on that for sure, you can get that young into a mag for your Rangers. Two of 25, Josh Young. Five of 40 for the Twins is going to be Rod Karoo. There you go. You got it, Riley. I just called you Riley, Spencer. You got it, Spencer. God, ruining me, dude. There it is. Congrats to the Braves Michael CZ. That is a Michael Harris RPA. I told you all. Four of 50. ATL Michael. ATL Michael. ATL Michael. Congrats on that Michael CZ. Four of 50. Very nice. That will play. That will play. Get that into a mag as well. Nice one here is a gold frame. That is going to be Yadir Molina. 25 of 30 for the Cardinals. It really is, man. 25 and 30. Yadir. And really nice one here. That is going to be two of 10 for the Rockies. Larry Walker. Dude, the patch on that's insane. A couple of crazy Larry Walker patch autos today. Very nice. Congrats on that one. The Rocks to 10. Oh, we got a book. Let's go.  This does not look red. I don't know if it's an auto or not. I don't think it's an auto because of where it is in the Larry Walker must have bought a stake in LSC. Damn it. You got it, Spencer. That is Jose Altuve. Nice one there for the Astros. 18 of 30. So yeah, I don't think that's an auto in the book, but hopefully it's a crazy patch, dude. That is definitive dual MLB Silhouetted batter logo patch book cart. Whoa! Oh my God! Hey, what? What? What did you, what did you just pull? Dude. Oh my God. Oh my God, man. Dude. Dual. Logo man. Trowel in Otani. Oh my God. Let's go. Peter M. Angels. Let's go, Peter. Come on, baby. Come on. Peter, we're only missing one sport for a logo man from me to you. Holy hell, man. Unbelievable. Unreal, dude. Unreal. Unbelievable. Unreal, Peter. Let's go, man.  Otani and Trowel. Oh my God. That's so sick, man. Holy. Unreal, of course. That is one of one. That's different. Lucas G. Alito. Game used Jersey Auto for the White Sox. That's incredible, man. Oh, I'll take a picture of it, though. Nice one there. We've got 42 of 50 is Garrett Mitchell. Dude. Holy. Thank you again, everybody taking spots tonight.  Appreciate that. That is 19 of 40. Wade Boggs going to the Red Sox. Stride. No, just. Oh, that. Yeah, that's insane, man. 13 of 25 is Ozzy Smith. Ozzy Smith. Nice one there for the Cardinals. Let's go. Peter's got the Yanks too, man. Three of 10. That is Aaron Judge. That'll work as well. Gold frame auto. Mag that as well for you, Peter. Dude, that is, that's an insane card, bro. So, chocolate, that's right. That's true. That chocolate-covered strawberry mojo from Peter M. Got a Duelado, Will Clark, Buster Posey. Congrats on that one on the redemption for the Agentes. Dude. That's insane, man. Dude. So cool. Oh, nice. We're literally talking about this all day today. Blake Snell on the City Connect. City Connect patch for the Padres, two of 15. That's pretty nasty. Who is it? Oh. Two of five. And then also go to the Padres, also a City Connect patch is going to be Jake Croninworth. Cronzone. Cronzone. That's gross. 10 of 10. Sandiel Contra on the patch auto. Ew.  That is gross. Got rookie auto. That is Von Grissom. Von Grissom, 23 of 50. Rookie auto. Congrats again, Braves. That is Mr. Michael CZ. Got nice. RPA is going to be numbered 3 of 15 Oswald Paraza for the Yanks. It's gravy at this point, Peter. Gravy. I think they're Matthew with a bunch of spots. Seb with a spot is one. One Soto, 23 to 25 for the Padres. That's San Diego. We've got another gold frame that is going to be 17 of 30. Dude, that's so sick. Congrats on that, Royals. Dude, that's like one of my dream cards right there. So sick, man. How about a triple for the Braves? Last team taken. The big three pitchers. Maddox, Glavin, and Smoltz. Wow. So cool, man. Wow. That's freaking awesome. On the triple. Absolutely iconic. Three Hall of Famers. Iconic. Didn't beat the Yankees in 90. But really pretty awesome still. Really good. Maddox, Glavin, and Smoltz. So cool, man. So cool. On the triple. All right. Well, it's time for a recap here, everybody. Good Lord. I knew Candler. That's a Candler card right there. That is a Candler card. That is a certified Candler classic. All right. We've got a Manny Machado, that is Jose Altuve, Blake Snell, Jake Croninworth, and then the Miguel Cabrera to 45. Will Clark, Buster Posey, Vaughn Grissom, Garrett Mitchell, that is Will, or Wade Boggs, to Forty Rod Caru, Peter Lonzo, Salvi Perez to 30, Yati to 30, Juan Soto, Ozzie Smith to 25, Lucas Geolito, that is RPA of Oswald Parazzo. You see what we hit? You'll see in a second. I'll see and say. Dude, I'm stuffed, though. 10 out of 10 is Sandy Alton. I can't believe this. Delicious Chipotle out there. Two out of 10, Larry Walker. Said Jake Guthridge on it, on the bag. It's delicious, though. Oh, yeah. Mag guards. We had the big three pitchers, Maddox Glavin Smoltz, RPA of Michael Harris to 50, Josh Young, Rookie Otto to 25, Aaron Judge, three of 10. Trout Otani to a local man booklet, one of one. Not bad for sure. Definitely not bad. Congrats again, Peter on that one. Unreal, man. That'll do it for the break, everybody. Thanks again for the fill. That'll do it for your daytime. Let me get a picture. Oh, I was still waiting for the big card. Oh, okay. Yes. All right. You missed the Sean Markham auto that we pulled off. Oh, whoa. Where's that at? That's something. I almost said the F word out loud when you showed that. I almost did. Oh, Lee, man. Oh, Lee. Is that a Wonka? Is that a Wonka? Yoda. Is that a Yoda? Yoda. God, that, uh... Dude. Yeah, what a way to send you off to vacation, Richard. Now Sam's breaking from Connecticut. Oh, dude. Telecommuting. Telecommuting. I'm sending out breaking. I'm sending heritage base heavy addition up there. Jesus Christ. But no hit base heavy addition. No hit base heavy. All right. So, like, we're going to play playing the, like, the portal game. You're going to reach through... Through the portal and you'll just grab it. Yeah. God. All right. Here is the break schedule. We got Mr. Forrest breaking in, uh, about an hour, 15 or so. Um, yeah, send a few cases of heritage, God. Don't even let me on the plane.  Um, so yeah, thank you. Appreciate that again, everybody. I'm going on vacation, so I will see you guys again on next Thursday. I know. I'll see you on Fanatics Live most likely next Thursday. I think I'm assuming it'll be Fanatics Live since it's Thursday. Um, and then I have Friday night, Saturday night, and then off Sunday, Monday, New Year's, then it should be back to normal starting week from Tuesday. So, have a good one, everybody. Thank you again. Appreciate that. Plane. Yeah, I was going to say plan. You'll be driving, buddy. I'm trying to write the fly. I did not actually shady. Oh, wait, hold on. Plan legit. Jesus, dude. Yeah. Oh my God. Shady. Are you my lord, dude? Are you good? I saw that.  I didn't. Are you good, bro? Yeah, I was going to say, are you all right? My God. Well, thank you, everybody. Have a good one. Happy holidays, Merry Christmas, Happy Hanukkah, Kwanzaa, Ramadan, whatever you may celebrate. Have a good one. I hope it's good, healthy. Appreciate it. I will probably be, yeah, I was going to say, my God, dude. I will, like I said, see you guys again on Thursday. So, have a good one. I'll probably be in chat a little bit here and there, but I'm going to definitely unwind and relax. So, have a good one, guys. Thanks again, and