Deep Learning Course

All courses I am doing right now!

Introduction

TensorFlow Hello World

• HelloWorld.py

Basic Operations in TensorFlow

• Part 1 BasicOne.py
• Part 2 BasicTwo.py

TensorFlow's Eager API

• EagerAPI.py

Load Data From Excel File with Pandas

• ReadDataXLSX.py

Basic Models

TensorFlow Linear Regression

• TFLinearRegression.py

TensorFlow nonLinear Regression

• TFnonLinearRegression.py

TensorFlow Moon Classification

• TFMoonClassification.py

TensorFlow Circle Classification and Visualize with TensorBoard

• TFCircleTensorBoard.py

Keras Circle Classification and Visualize with TensorBoard

• KerasClassificationTB.py

Deep Models

TensorFlow CNN Classification on MNIST Data

• TFConvNetMNIST.py

Keras CNN Classification on MNIST Data

• KerasConvNetMNIST.py