我在IBM的Deep Learning Fundamentals with Keras學到什麼

模組1:深度學習概論(深度學習的應用介紹)

Introduction to Deep Learning

Neurons and Neural Networks

Artificial Neural Networks

模組2:人工神經網路(數學推導)

Gradient Descent

Backpropagation

Vanishing Gradient

Activation Functions

模組3:Keras及深度學習套件(使用Keras實作)

Regression with Keras

Classification with Keras

模組4:深度學習模型(介紹不同的算法)

CNN

RNN

Autoencoders

CNN with Keras

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