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Machine Learning for Computer Scientists and Data Analysts [2022]

1
What Is Applied Machine Learning?
2
A Brief Review of Probability Theory and Linear Algebra
3
Supervised Learning
4
Unsupervised Learning
5
Reinforcement Learning
6
Online Learning
7
Recommender Learning
8
Graph Learning
9
Adversarial Machine Learning
10
SensorNet: An Educational Neural Network Framework for Low-Power Multimodal Data Classification
11
Transfer Learning in Mobile Health
12
Applied Machine Learning for Computer Architecture Security
13
Applied Machine Learning for Cloud Resource Management
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