UMontrealX: Deep Learning Essentials by Edx
Do you want to learn how machines can learn tasks we thought only human brains could perform? Then take this Deep Learning course developed by IVADO, Mila and Université de Montréal: an extensive overview of the essentials of deep learning, this ground-breaking technology already prevalent in our lives and spanning all sectors.
Course Highlights
- Understand the basics and terminology related to Deep Learning
- Identify the types of neural networks to use to solve different types of problems
- Get familiar with Deep Learning libraries through practical and tutorial sessions
Skills you will learn!
Curriculum
2 Topics
Introduction to ML
ML Tools
3 Topics
Modular Approaches
Backpropagation
Optimization
2 Topics
Introduction to CNN
CNN Architectures
2 Topics
Sequence to Sequence Models
Concepts in Natural Language Processing
2 Topics
Differences of Fairness
Fairness in Pre- In- and Post-Processing
UMontrealX: Deep Learning Essentials
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