Machine Learning Grind

Note

helloo ... i'm studying Machine Learning and Deep Learning based on books Understanding Deep Learning, Dive into Deep Learning & Hands-on Machine Learning with Scikit-Learn Keras & TensorFlow.

Content

Machine Learning

• Random Variables
• Principal Component Analysis
• Support Vectors Machine
• Monte Carlo Approximation
• Univariate Sampling Techniques
• Decision Tree

Neural Networks

• Shallow Neural Network

Optimization and Regularization

Computer Vision

Natural Language Processing

Time Series

Reinforcement learning

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