          Deep Learning for Business培训

Introduction

Overview of Machine Learning (ML) and Deep Learning (DL) concepts
Future industry evolutions with ML and DL
Business Strategy with Deep Learning

Defining business problems
Data-driven decision making
Analytical thinking and mindset
Business strategy modeling
Case studies and examples
Deep Learning Software and Tools

Python and Pandas fundamentals
DL open source tools (TensorFlow, CNTK, Torch, Keras, etc.)
Use cases and examples
Deep Learning with Neural Networks

Neural Network Learning (Backpropagation)
Convolutional Neural Network (CNN)
Recurrent Neural Network (RNN)
DL modeling examples
Summary and Next Steps