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 YouTube:

There are text based tutorials for each part of this video. You can find them all here:

Tensorflow install: pip install -q tensorflow==2.0.0-alpha0

Tensorflow Guides Followed:

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 :)

[IQUBE]

Tech With Tim on Traversy Media?? Wow!!

[ilyesmilyesm]

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!

[manasvinsharma]

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

[md.fazlulkarim]

Traversy Media needs more ML/DL/AI courses. Great... man. Thanks to both of you. <3

[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

[DevMadeEasy]

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

[maxdevgenius]

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

[hamzasayyid]

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

[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

[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.

[lukehyde]

great written tutorial, Hopefully I can reproduce the results

[SonuKumar-vbnq]

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

[harshtelang]

you're brilliant at teaching, loved it!

[rafaelborralho]

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

[herbertk]

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

[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!

[Knuddelfell]

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

[n_fan]

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

[yaminadjoudi]

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