Applied Machine Learning
Mgr. Marek Grác, Ph.D.
Applied Machine Learning
Mgr. Marek Grác, Ph.D.
Applied Machine Learning
Info
Course
Term
Spring 2021
History of AI / ML
Open
Chapter contains:
1
Web
Hypothesis proposal and validation
Open
Chapter contains:
1
Study text
1
Web
Data Annotation
Open
Chapter contains:
2
Video
Linear regression
Open
Chapter contains:
1
Study text
1
Web
Decision Trees
Open
Chapter contains:
5
Web
Neural Networks and Backpropagation
Open
Chapter contains:
1
Study text
5
Web
Convolutionional Neural Network
Open
Chapter contains:
3
Web
Recurrent Neural Networks
Open
Chapter contains:
1
Study text
2
Web
Transformers and Attention
Open
Chapter contains:
4
Web
Few shot learning (and GPT-3)
Open
Chapter contains:
4
Web
Explainability
Open
Chapter contains:
2
Web


AutoML
Open
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