TensorFlow Tutorial 07 – Functional API + Multi-output Project

New Tutorial series about TensorFlow 2! Learn all the basics you need to get started with this deep learning framework!

Part 07: Functional API

In this part we learn we can use the functional API and the advantages of this approach. The Keras functional API is a way to create models that are more flexible than the tf.keras.Sequential API. The functional API can handle models with non-linear topology, shared layers, and even multiple inputs or outputs. I will also walk you through a full example with 2 output predictions.

~~~~~~~~~~~~~~ GREAT PLUGINS FOR YOUR CODE EDITOR ~~~~~~~~~~~~~~
🪁 Code faster with Kite: https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=pythonengineer&utm_content=description-only *
✅ Write cleaner code with Sourcery: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer *

Get my Free NumPy Handbook:
https://www.python-engineer.com/numpybook

🚀🚀 Get exclusive content on Patreon: 🚀🚀
https://www.patreon.com/patrickloeber

If you enjoyed this video, please subscribe to the channel!

Course material is available on GitHub:
https://github.com/python-engineer/tensorflow-course

Links:
https://www.tensorflow.org
https://www.tensorflow.org/guide/keras/functional

You can find me here:
Website: https://www.python-engineer.com
Twitter: https://twitter.com/python_engineer
GitHub: https://github.com/python-engineer

Music: https://www.bensound.com/

#Python

Course Parts:
01 TensorFlow Installation
02 TensorFlow Tensor Basics
03 TensorFlow Neural Net
04 TensorFlow Linear Regression
05 TensorFlow CNN (Convolutional Neural Nets)
06 TensorFlow Save & Load Models
07 TensorFlow Functional API
08 TensorFlow Multi-output Project
09 TensorFlow Transfer Learning
10 TensorFlow RNN / LSTM / GRU
11 TensorFlow NLP

TensorFlow 2, Keras, Deep Learning, TensorFlow Course, TensorFlow Beginner Course, TensorFlow Tutorial

———————————————————————————————————-
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏

Source of this Python/AI Video

AI video(s) you might be interested in …