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This course provides an introduction to Deep Learning, a field that aims to harness the enormous amounts of data that we are surrounded by with artificial neural networks, allowing for the development of self-driving cars, speech interfaces, genomic sequence analysis and algorithmic trading.
You will explore important concepts in Deep Learning, train deep networks using Intel Nervana Neon, apply Deep Learning to various applications and explore new and emerging Deep Learning topics.
Syllabus
WEEK 1
Introduction to Deep Learning and Deep Learning Basics
WEEK 2
Convolutional Neural Networks (CNN), Fine-Tuning and Detection
WEEK 3
Recurrent Neural Networks (RNN)
WEEK 4
Training Tips and Multinode Distributed Training
WEEK 5
Hot Research and Intel's Roadmap
WEEK 6
Final Quiz