課程大綱： Deep Learning for Business培訓(xùn)
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
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