TensorFlow Tutorial 2022

I'll teach a ton about how to use TensorFlow and I'll answer all your questions live. I'll cover all of the following and much more :
❇️ Working with Tensors
❇️ Google Colab
❇️ Downloading / Cleaning Data
❇️ Boxplots, Histograms & Correlation Matrix
❇️ Neural Network Regressions
❇️ Random Data
❇️ Normalizing Data
❇️ One Hot Encoding
❇️ Separate Features & Labels
❇️ Separate Training & Testing Data
❇️ Building Models
❇️ Compiling, Optimizing, Evaluating
❇️ Activation (What data is important)
❇️ Fitting, Epochs & More
🖥️ Code is Here : github.com/derekbanas/tensorflow
📆 Next Video: May the 18th at Noon EST / 4PM UTC
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#DeepLearning #Tensorflow #MachineLearning
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Пікірлер: 64

  • @daniel49245
    @daniel492452 жыл бұрын

    Thank you for this video Derek. I've been struggling for 6 years now to find what programming career to pursue. I've been jumping from one programming language to another. This feels like the right stuff for me. Truth is i just like working with numbers, statistics, probability, predicting prices or other numeric results and optimization. No matter in what language. Thank you again.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I'm happy I could help :) Yes after trying just about everything I prefer data science and machine learning

  • @hanspedrini8458

    @hanspedrini8458

    2 жыл бұрын

    A

  • @sudarshanr1914
    @sudarshanr19142 жыл бұрын

    I'm very excited for more upcoming data science stuff from you Derek 😉, Thanks!!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    That makes me very happy :) I'll livestream the next part on the 18th. I'm going to take my time and make sure that every video is good.

  • @cosmo6536
    @cosmo65362 жыл бұрын

    Wow. Never stop learning derek!!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I never will :)

  • @pattty847
    @pattty8472 жыл бұрын

    Look at all those books behind you, you're an inspiration man.

  • @DaveParks23
    @DaveParks232 жыл бұрын

    Thanks for doing this video!

  • @lucagirelli5223
    @lucagirelli52232 жыл бұрын

    Nice Video! very excited for the upcoming videos/lectures :)

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you :) I'll livestream the next part on the 18th Noon EST if you want to see it and ask questions live

  • @maa1dz1333q2eqER
    @maa1dz1333q2eqER2 жыл бұрын

    Great job as always, thank you!!!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you very much :)

  • @merv893
    @merv8932 жыл бұрын

    Great stuff thank

  • @GodDamnit7711
    @GodDamnit77112 жыл бұрын

    Finally! I requested this like 3-4 years ago hahaha!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Sorry about the wait. I'll do my best to make the series worth waiting for

  • @TheVerbalAxiom
    @TheVerbalAxiom2 жыл бұрын

    Man it's so great to have clicked this video and actually SEE Derek :D I feel like I'm in a classroom. Lol So cool.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I'm very happy you enjoyed it :) I have many more on TensorFlow

  • @rahulgindra5315
    @rahulgindra53152 жыл бұрын

    Thanks for such a detailed video. I hope you will also cover genetic algorithms in a separate video.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    This is just part one. I plan on making machine learning videos for at least the next 6 months.

  • @ThatOneAgarAgarioThePro
    @ThatOneAgarAgarioThePro2 жыл бұрын

    Love you and your videos Derek . I am a fan 2016

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you very much :)

  • @GabrielSilva-jn7cp
    @GabrielSilva-jn7cp2 жыл бұрын

    Thank you sir

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you :) I'm happy you enjoyed it. The next stream will be on the 18th

  • @svk0016
    @svk0016 Жыл бұрын

    Hi Derek, qq, in this example after model is set, what method to use to actually predict salary e.g. based on 2 features 'age' -25, 'pts'-1000

  • @ThatOneAgarAgarioThePro
    @ThatOneAgarAgarioThePro2 жыл бұрын

    I wish I could have an opprotunity to talk to you one day. You really remind me of Dan Shiffman, I don't know if you know him but he has a really nice energy like you!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you for the complement :) Dan's videos look very cool! I do livestreams on Tuesday and Wednesday every week noon EST. Feel free to stop by. I love talking with everyone and answer any questions I get

  • @ThatOneAgarAgarioThePro

    @ThatOneAgarAgarioThePro

    2 жыл бұрын

    @@derekbanas Awesome,will do it!

  • @irfandogic9579
    @irfandogic95792 жыл бұрын

    Hi Derek, how long are you working as Data Scientist. I was learning Design Patterns with your Java videos 6 years ago and I am now doing my first professional ML task. You are on point with this tutorial!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I started doing data science seriously about 8 years ago. I hope you enjoy the videos. I'll make a ton of ML videos over the next 6 months and cover just about everything

  • @snorky4506
    @snorky45062 жыл бұрын

    Fun stuff! Check out Julia/Flux, maybe you'll like it. Also, a Banas Docker tutorial would be grrrrreat. Then you could give us a docker-compose file to match your set-up.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thanks for the requests. Yes I had a lot of fun making this video

  • @sherlokholmes728
    @sherlokholmes7283 ай бұрын

    Hey derek i will be so appreciate if you make a video with sckit learn ,

  • @didierleprince6106
    @didierleprince6106 Жыл бұрын

    Merci 😊

  • @derekbanas

    @derekbanas

    Жыл бұрын

    It is my pleasure to help :)

  • @merv893
    @merv8932 жыл бұрын

    Nice book case, lots of books

  • @derekbanas

    @derekbanas

    Жыл бұрын

    It’s a fake background :)

  • @davidemmanuel5057
    @davidemmanuel50572 жыл бұрын

    Derek bananas 😂😂😂

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    That's my name :)

  • @zakyvids6566
    @zakyvids65662 жыл бұрын

    Please also make a tutorial on selenium python and chromedriver Thanks a lot

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I’ll see what I can do. Thanks

  • @julien957
    @julien957 Жыл бұрын

    Am i wrong t i feel tensors is similar in the way to index to Matlab. No los and iloc() needed.

  • @sabashioyaki6227
    @sabashioyaki62272 жыл бұрын

    In answer to your question, Derek, this is definitely an every Wednesday type of thing.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Thank you :) The next video will be streamed on the 18th of this month at Noon

  • @micnubinub
    @micnubinub2 жыл бұрын

    Thanks!

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Wow, thank you very much :) I greatly appreciate the support! I think that is the first time anyone has done that.

  • @awais.fayyaz
    @awais.fayyaz2 жыл бұрын

    so many books :) how many of these have you read? just curious

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I've basically been reading nonstop since I was a little kid because I didn't have a TV or any other form of entertainment. Many of my tutorials come from reading 400+ page books and converting them into 1+ hour videos. Aside from technical books I also read non-fiction (My Favorite is The Brief History of Nearly Everything) and fiction. In the last few years I started reading all the classic books, or at least I tried to. My favorite was probably 1984, but Into the Wild and Animal Farm were also very good. I'm currently reading 20,000 Leagues under the Sea. My favorite fiction book series is either His Dark Materials or The King Killer Trilogy

  • @sonofbadbill9501

    @sonofbadbill9501

    Жыл бұрын

    @@derekbanas FYI, the non-fiction book that always springs to my mind when asked is "Nathaniel's Nutmeg". although ive probably forgotten a lot from it, i still use some of the facts from it to entertain. The fact that i always site it to me means it must be good lol.

  • @julien957
    @julien957 Жыл бұрын

    What is the définition of a framework? Tensor flow or keras are frameworks no? What is the difference with a library? Sorry I am not in this field at all so sometimes I am lost with the vocabulary…

  • @THE_ONLY_GOD
    @THE_ONLY_GOD2 жыл бұрын

    Looks like somebody has a fancy pants new intro screen.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    I have been practicing with livestreaming on Twitch for a while to make sure everything looked good :)

  • @sarmadali3338

    @sarmadali3338

    2 жыл бұрын

    @@derekbanas which book is best for Python learning?

  • @kakamikadze
    @kakamikadze2 жыл бұрын

    udemy link does not work

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Here are the up to date links ➡️ Python Data Science Series for $9.99 : Highest Rated & Largest Python Udemy Course + 56 Hrs + 200 Videos + Data Science bit.ly/Master_Python_37 ➡️ New C++ Programming Bootcamp Series for $9.99 : Over 23 Hrs + 53 Videos + Quizzes + Graded Assignments + New Videos Every Month bit.ly/C_Course_37

  • @taqi5675
    @taqi56752 жыл бұрын

    Thank Derek but can you remove live comment , it's useless for me as offline viewer

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    Sorry about that. Do you see value in me re-recording this as a non-livestream?

  • @GameMasters825
    @GameMasters8252 жыл бұрын

    Jesus i see your face, in years watching you haha, funny

  • @TheJackal917
    @TheJackal9172 жыл бұрын

    Holy crapamoly! What is this????

  • @knowing-god

    @knowing-god

    2 жыл бұрын

    Indeed -- it might have been a nice idea to kick off by pointing viewers at some introductory material on what the heck TensorFlow is. 🤪 I googled the thing: it's apparently a Python library for building neural networks.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    It is part one of a deep dive into machine learning with TensorFlow. It will probably take me 6 videos or more to cover everything. Sorry for not making that clear

  • @TheJackal917

    @TheJackal917

    2 жыл бұрын

    I literally screamed. Seriously. This requires like PhD in computer science and no less 10 years academic experience to understand. Dayum.

  • @derekbanas

    @derekbanas

    2 жыл бұрын

    It is actually pretty straight forward. If you know Python and ask questions I'm pretty certain anyone can learn to understand machine learning at a deep level.

  • @ianhaylock7409

    @ianhaylock7409

    2 жыл бұрын

    Sentdex is a channel about machine learning, and teaches machine learning from scratch. Maybe give that channel a go.