11. Keras Tuner |  Hyperparameter Tuning | How To Select Hidden Layers And Number of Hidden Neurons
Channel: Data Science Diaries
Date: 2022-11-19

Welcome to Data Science Diaries.

In this video we discussed about -
KerasTuner Library which is used for hyperparameter tuning of deep learning model. It helps us to find best optimal value for different hyperparameters like - 
Number of Neuron
Number of hidden layers
Learning rate
Epochs

Code for this video - 
https://github.com/MandeepKharb/Youtube/blob/main/DL/HyperParameterSelectionUsingKerasTuner.ipynb

Keras tuner documentation - https://keras.io/api/keras_tuner/

Fashion MNIST Data GIT Hub - https://github.com/zalandoresearch/fashion-mnist 

IF you want to learn deep learning from scratch - 
Deep Learning Playlist - https://youtube.com/playlist?list=PLfFqtQvlXuWkQeKdrYlz_7OFgz3lhXB0i

Complete Machine Learning Tutorial Playlist For Beginners  - 
https://youtube.com/playlist?list=PLfFqtQvlXuWkUrMK0mjNrdPvgqvW20_L5

Parent GIT repository for all the ML Youtube videos - 
https://github.com/MandeepKharb/Youtube

Connect with me -
LinkedIn - https://www.linkedin.com/in/mandeep-singh-19b70928/
Facebook- https://www.facebook.com/Data-Science-Diaries-105569608642324

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