Python Neural Networks - Tensorflow 2.0 Tutorial - Creating a Model

This python neural network tutorial covers how to create a model using tensorflow 2.0 and keras. We will then train the model on our dataset and have it predict the classification of our test data.

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Tags:
- Tech With Tim
- Neural Network Tutorial
- Python Neural Network
- Python Tutorials
- Creating a model tensorflow

[abhishekshah]

3 tensorflow videos within 2 days? Very impressive Tim. You rock!

[jaycep]

3 videos in and I already feel so knowledgable on this! Thank you so much for the tutorials Tim!

[brucebane]

this is the best tensorflow tutorial for beginners on youtube!!!

[codingandlearning]

If anyone facing errors, try this:
from tensorflow import keras
from tensorflow import keras as k
from tensorflow.keras import layers as l

ps : I am using pycharm python 3.7 tensor 2.0 and keras 2.2.5

[MB-hzwm]

Tim and Laurence Moroney are the 2 highest-caliber instructors in the CNN arena. Your knowledge share is appreciated!

[TheGamingEmperor]

your explanations are so clear man, makes it so much easy to understand!

[princesolomonadurku]

Man you are the best. I was going through kivy. When this video was uploaded. Thumbs up from Ghana

[johnsinclair]

If getting a loss error, change model.compile to:

model.compile(optimizer='adam',
loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),
metrics=['accuracy'])

[hosseinzakariaee]

I think you are the best YouTube teacher

[pythonocean]

i love this man he is going to teach us alot better than my university faculity do

[jorgegimenezperez]

Thank you so much for these TF videos I'm really loving them! Keep up with the amazing work :)

[finncollins]

you are greater than many YT tutors, but i beleive we need a bit of more explaination on the structure of the nueral networks, without just typing it right away.

[ismoyodanurwindo]

hi Tim! thanks for the tutorial


sorry if you have explained this question, but how you determine to use 'adam' for your optimizer and 'sparse ...' for your loss?? is it any consideration?

[Benzcraft]

Hey Tim I am just now going through your 7 hours course and have just a little question on this part. I would like to save the trained model to use things like that in programms, but sadly you didn't explain how to safe those models. I already tried to pickle.dump() them in a file but i am getting some kind of error. would be verry glad to get help on that.

[jonatanandvanie]

Thanks Tim, this is really helpful. Much appreciated :)

[shivamkumraa]

Can't wait for training pygame snake game with neural networks ☺☺☺☺

[falconlin]

this is crazy. My mind is blowing. Thank you so much Tim

[herlambangkurniawan]

Great video sir thank you very much 🙏🙏👍

[nicolasraffapirra]

Hi Tim! I tried to save the model like you did in a ML video with the pickle module but i couldnt do it. The error says that i cant pickle "_thread.RLock objetcs". If you could help me, that would be awesome. Thank you and your tutorials are great!

[sarahkay]

This is an awesome video. Helped so much. Thank you!