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Course topic

Machine Learning Theory

  1. Topics
  2. Development
  3. Machine Learning Theory
Also indexed asML Theory · ML Concepts · Algorithmic Theory

Understand the core mathematical and theoretical principles that power modern machine learning models.

  1. Topics
  2. Development
  3. Machine Learning Theory
Also indexed asML Theory · ML Concepts · Algorithmic Theory
Courses indexed
29
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Geometric Introduction to Markov Chain Monte Carlo
Instructor Stephen Rayward
Stephen Rayward
1 course
English
Geometric Introduction to Markov Chain Monte Carlo

Geometric Introduction to Markov Chain Monte Carlo

(3.63 with 4 reviews)
200
students
1.9 hours
content
Apr 2024
updated
$19.99
Supervised Machine Learning Principles and Practices-Python
Instructor Xavier Chelladurai
Xavier Chelladurai
1 course
English
Supervised Machine Learning Principles and Practices-Python

Supervised Machine Learning Principles and Practices-Python

(4.34 with 47 reviews)
Theory of Gaussian Process Regression for Machine Learning
Instructor Foster Lubbe
Foster Lubbe
1 course
English
Theory of Gaussian Process Regression for Machine Learning

Theory of Gaussian Process Regression for Machine Learning

(4.20 with 131 reviews)
Deep Learning Basics for Beginners Learn via 350+ Quizzes
Instructor DataVeta Academy
DataVeta Academy
1 course
English
Deep Learning Basics for Beginners Learn via 350+ Quizzes

Deep Learning Basics for Beginners Learn via 350+ Quizzes

(5.00 with 1 reviews)
Mastering Deep Q-Learning with GYM-FrozenLake Environment
Instructor Abdurrahman TEKIN
Abdurrahman TEKIN
1 course
English
Mastering Deep Q-Learning with GYM-FrozenLake Environment

Mastering Deep Q-Learning with GYM-FrozenLake Environment

(5.00 with 5 reviews)
AI Geometry: Understanding How Shape Impacts AI Learning
Instructor Richard Aragon
Richard Aragon
1 course
English
AI Geometry: Understanding How Shape Impacts AI Learning

AI Geometry: Understanding How Shape Impacts AI Learning

(5.00 with 1 reviews)
220
Machine Learning Essentials - Master core ML concepts
Instructor Mohit Uniyal
Mohit Uniyal
1 course
English
Machine Learning Essentials - Master core ML concepts

Machine Learning Essentials - Master core ML concepts

(4.60 with 586 reviews)
Federated Learning: Theory and Practical
Instructor Amir Anees
Amir Anees
1 course
English
Federated Learning: Theory and Practical

Federated Learning: Theory and Practical

(4.46 with 59 reviews)
235
Math for Machine Learning
Instructor Richard Han
Richard Han
1 course
English
Math for Machine Learning

Math for Machine Learning

(3.87 with 85 reviews)
1.1K
机器学习实训营（算法推导+代码复现）
Instructor 唐宇迪 唐
唐宇迪 唐
1 course
Simplified Chinese
机器学习实训营（算法推导+代码复现）

机器学习实训营（算法推导+代码复现）

(4.73 with 56 reviews)
514
students
The Complete Supervised Machine Learning Models in Python
Instructor Data Science Academy
Data Science Academy
1 course
English
The Complete Supervised Machine Learning Models in Python

The Complete Supervised Machine Learning Models in Python

(4.29 with 234 reviews)
强化学习——原理与实例精讲
Instructor 三节课 sanjieke
三节课 sanjieke
1 course
Simplified Chinese
强化学习——原理与实例精讲

强化学习——原理与实例精讲

(3.75 with 2 reviews)
6
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2.3 hours
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