Neural Networks & TensorfFlow Crash Course

In this 2+ hour crash course, we will dive into neural networks and the TensorFlow Python library
Tech With Tim KZbin:
/ @techwithtim
There are text based tutorials for each part of this video. You can find them all here:
techwithtim.net/tutorials/pyt...
Tensorflow install: pip install -q tensorflow==2.0.0-alpha0
Tensorflow Guides Followed:
www.tensorflow.org/tutorials/...
www.tensorflow.org/tutorials/...
Timestamps: before intro
00:00:00 - Introduction
00:00:27 - How a Neural Network Works
00:24:39 - Loading & Looking at Data
00:37:44 - Building Our First Model
00:55:05 - Making Predictions
01:00:09 - Text Classification with Movie Reviews
01:26:40 - Embedding Layer Explanation
01:35:55 - Global Average Pooling Layer
01:40:23 - Training the Text Classification Model
01:50:20 - Saving & Loading a Model

[@TechWithTim]

Hope you guys enjoyed the course! Thanks again Brad for having featuring me :)

[@MarcHershey]

I found a new drinking game. Take a shot every time you say essentially lol

[@chessprogramming591]

Can't imagine a better format. I wish I started here - I would've saved tones of time). It's just PERFECT.

[@IQUBE]

Tech With Tim on Traversy Media?? Wow!!

[@manasvinsharma1740]

When I saw the thumbnail I thought it's Tech with tim, then i saw channel name traversy media 😍😍

[@ilyesmilyesm2576]

this is really a high-quality tutorial, it's too high that most people won't follow it x) I loved it thank you so much!

[@lusajokyando3480]

This is what I’ve been waiting for!

[@md.fazlulkarim8847]

Traversy Media needs more ML/DL/AI courses. Great... man. Thanks to both of you.

[@DevMadeEasy]

Neural Network? Another great content! Thank you, guys, for sharing such knowledge.

[@maxdevgenius5469]

this is exactly what i was looking for for thanks enough for the free knowledge

[@idevbrandon]

Although I’m a JS developer, I want to learn python too for AI study. But also I’m waiting for tensorflow.js crash course too

[@TraversyMedia]

Same here, I do have experience with Python but mostly for web dev and simple tools. I am new to this type of thing, but find it very interesting. Tim did a great job explaining

[@kevinlcarlson]

There’s not much out there on Tensorflow.js, but Manning does have a book “Deep Learning with Javascript” that looks interesting

[@a7medev]

You can actually map tf functions in py to thier equivalents in tf.js as they are very similar.

[@TravelTourTaste]

Thank you so much for sharing this with us . I am still very new to all this but i am eager to learn . Kind Regards Sarah and Glenn

[@hamzasayyid8152]

Awesome! I'm still taking Tim's 7 hour tensorflow course on freecodecamp

[@urbanmunda2451]

Finally you came...love your work

[@harshtelang8297]

you're brilliant at teaching, loved it!

[@JeffPohlmeyer]

At 25:10 Tim says, "the most important part of machine learning is the data and it's also one of the hardest things to actually get done correctly" and then he spends the next hour and 40 minutes using two Keras built-in libraries where the data is already in an acceptable format. If there's time/room for a second video I'd be curious to see how he handles custom data, runs correlations, does his own train/test splits, etc.

[@heelercs]

I LOVE TECH WITH TIM!!! ❤️

[@Knuddelfell]

I've been watching Tech with Tim, going to this channel, here he is too :D

[@manishchavan2500]

Tech With Tim on Traversy Media 😍😍😍

[@herbertk9266]

This is awesome channel with awesome content thanks tim you got new subscriber

[@ashishchourasia2830]

Nice Tutorial. Thank You

[@dartneer]

Just a correction @10:36, bias is a single value for the entire sum. It's not added for each weight. Thanks for the course!

[@suphalbhattarai5711]

Great to see tim here

[@lukehyde6942]

great written tutorial, Hopefully I can reproduce the results

[@a_9414]

First comment 😊 Great content again Liked before watching it 👌🏻

[@yoyobu1666]

Omg. I started learning Tensorflow and AI yesterday and this video comes out

[@numbah16]

I love when that happens

[@yvng4697]

How is it so far?

[@dhirajnavale3861]

This is the biggest surprise @traversy_media has ever given. I was thinking of starting tensorflow and boom a video is here. Thanks bro

[@SonuKumar-vb7nq]

Hi @tim..... Why did you select hidden layer as 128? can anyone explain that?

[@rafaelborralho1960]

on the text classification model, when trying to predict, if you come to an error, make sure you're giving a numpy array as input of the "model.predict" because otherwise it might give an error

[@n_fan329]

Hi brother !! When the MERN e-commerce course is supposed to be released ?

[@iUmerFarooq]

Tech With Tim ❤

[@yusy4code]

Hey Brad, I really like this concept of bringing all KZbinr together to make life of other developer easier. I would like to have Vishwas from Codevolution channel here. He is damm good at React and Angular. He should be exposed to others. Cheers, and thanks always .

[@sanooosai]

great , thank you

[@jameskulu]

woww tech with tim

[@optymystyc]

This is what I’ve been waiting for!!!!

[@nischalrana9878]

Tim is amazing

[@coderedr197]

We are hoping for Tensorflow.js course soon

[@freekeys]

Yeahh Bro , i was waiting tim to come in guest videk😂👍

[@peterharwa9472]

Thanks!!!

[@kevincen5727]

Tech with Tim on Traversy media! feels like spider man team up with professor X

[@papachoudhary5482]

Thanks! Sir

[@ministerstein]

typo in the title btw ;) thanks for the video!

[@curtiskil]

This is off of this videos topic, but can you or a guest do some JS OOP projects? Or can someone refer me to some good OOP project tutorials. I'm taking your ModernJS course rn and there was one good project, but I can't find anymore anywhere.

[@musicdev]

The most ambitious crossover in history, and that's coming from the guy who once watched the Jimmy Neutron/Fairly Odd Parents crossover episode

[@BboyKeny]

That episode was very impressive

[@yaminadjoudi4357]

thank you, please can you show as how Deploying tensorflow Deep Learning Model as a Web Application in Python ?

[@codewithyug1129]

Wait Tim on Traversy Media. How many channels do u go to mate. Freecodecamp, Traversy Media what more to know. Amazing

[@mggluscevic59]

1:45 Verbose means, usually, how much detail print out you want to have

[@paragjadhav4735]

Tim 🔥

[@rajav4861]

Woohoo!!!

[@rayaanibrahim4808]

OMG it is tech with Tim on traversy media WOW 🤩 h

[@xtrait2470]

Hi, which hosting service is better to host a large content website? I want my site to load fast is my first priority... Kindly reply to me, you are the one, who is more familiar with websites, hosting, etc.... Thank you

[@papachoudhary5482]

GREAT

[@IamJ4CK64]

Ffs I needed this last semester. :(

[@AayanamAnirudh]

Hey Brad, Thanks for that. Can you make a video on making a chatbot with python. Thanks 1st comment

[@dgloria]

WOW!

[@mohamedhassan-ub4kj]

sigmoid is maping between 0 and 1 not -1 and 1 part> 16:50

[@gogoikabir]

🔥

[@rahulsriram6295]

Ben Awad next please

[@saadsheikh27]

not coming slow :o i thought this was a web channel :o

[@raymondmichael4987]

Finally

[@FalseDev]

Is this a dream come true?

[@TangoIndiaMike144]

Hey Tim, my names Tim.

[@techycompute3636]

Try to have sentdex on he is good too.

[@yehbruh667]

Wow

[@mikeshilovski1512]

Brad you could organize a boot camp with guaranteed employment, I think people would pay any money for that

[@greenshaheen6716]

When will mern ecommerce release ?

[@TraversyMedia]

This week :) I am done recording. I have 90 videos to render now lol. After that is released, back to KZbin

[@greenshaheen6716]

@@TraversyMedia wow. Nice Welcome back . ♥️

[@shauryavardhan7225]

I wish Sentdex could do one session here but those who follow him knows he won't. 😁

[@ayaanp]

Why's the title "TensorfFlow", it's Tensorflow...anyways nice vid!!!!!

[@vishnuprasad912]

Actually now its like seeing Avengers joining in Brads(Definitely One and Only Tony Stark 💙) channel. Now Spiderman(Tim ❤️) joined the squad...😂.

[@pathoslp]

Isn’t this an old video?

[@Bartez89Sims]

To be honest i really miss Brad

[@sergiyrudenko905]

Sounds very complicated 😕 to me. Thanks any way.

[@samiyemane4305]

Unexpectedly super early lol

[@rrqwee121e1asd]

😲😲

[@warlock5624]

@tim these are all old videos bruh

[@donquixotedoflamingo5556]

Me: Fans: See 2 minutes ago and try comment so you get replied

[@pragyan394]

Again, when I saw this was a Tensorflow course I expected pure Tensorflow, with eager execution and @tf.function; not KERAS. So, kinda clickbait.

[@TraversyMedia]

What would you propose as a title? Just Neural Networks Crash Course? I don’t like clickbait but this stuff is also out of my wheelhouse

[@DailyIntern]

who sent you?

[@pragyan394]

@@TraversyMedia I think Tensorflow with Keras would be a proper title as this course teaches the Keras API

[@pragyan394]

@@DailyIntern spongebob sent me

[@DailyIntern]

@@pragyan394 Yes more smarter than you.

[@kolya7921]

He is a facebook engineer right?

[@raushonmunni2633]

Former Microsoft intern and currently not employed

[@kolya7921]

Raushon Munni ohhh I’ve mistaken feels like I’ve seen him somewhere related to software engineers in Facebook

[@raushonmunni2633]

@@kolya7921 his blue shirt at the beginning?

[@kolya7921]

kzbin.info/door/XbCohpE9IoVQUD2Ifg1d1g His channel 🤣

[@jumanjiwarlord]

If he worked at Facebook, no wonder he’s currently u employed 🤢🤮.