Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

11,976
lessons
Skills in this topic
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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
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Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
0:17
ML Fundamentals โšก AI Lesson
Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
WebKnower Beginner 6mo ago
Deep Learning Vs Machine Learning #shorts #ai #ml #machinelearning #deeplearning #computerscience
0:17
ML Fundamentals โšก AI Lesson
Deep Learning Vs Machine Learning #shorts #ai #ml #machinelearning #deeplearning #computerscience
WebKnower Beginner 11mo ago
Machine learning for beginners 101
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ML Fundamentals โšก AI Lesson
Machine learning for beginners 101
Sajjaad Khader Beginner 11mo ago
Top Python Libraries & Frameworks You NEED to Know! ๐Ÿ
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ML Fundamentals โšก AI Lesson
Top Python Libraries & Frameworks You NEED to Know! ๐Ÿ
CydexCode Beginner 1y ago
Math Basics required for AI & Machine Learning
0:47
ML Fundamentals โšก AI Lesson
Math Basics required for AI & Machine Learning
Jean Lee Beginner 1y ago
4 steps for machine learning beginners ๐Ÿ˜ฎโ€๐Ÿ’จ
0:44
ML Fundamentals โšก AI Lesson
4 steps for machine learning beginners ๐Ÿ˜ฎโ€๐Ÿ’จ
Sajjaad Khader Beginner 1y ago
Machine Learning Crash Course: Embeddings
2:37
ML Fundamentals โšก AI Lesson
Machine Learning Crash Course: Embeddings
Google for Developers Beginner 1y ago
RLHF in 60 Seconds #ReinforcementLearning #MachineLearning #AI
0:48
ML Fundamentals โšก AI Lesson
RLHF in 60 Seconds #ReinforcementLearning #MachineLearning #AI
AI Beware Beginner 1y ago
DEEP LEARNING ROADMAP ๐Ÿ‘จโ€๐Ÿ’ป. #deeplearning #machinelearning #python
0:06
ML Fundamentals โšก AI Lesson
DEEP LEARNING ROADMAP ๐Ÿ‘จโ€๐Ÿ’ป. #deeplearning #machinelearning #python
CydexCode Beginner 2y ago
Andrew Ng's Secret to Mastering Machine Learning - Part 1 #shorts
0:48
ML Fundamentals โšก AI Lesson
Andrew Ng's Secret to Mastering Machine Learning - Part 1 #shorts
Data Sensei Beginner 3y ago
Learn machine learning EASILY and FREE๐Ÿ‘ฉโ€๐Ÿ’ป #technology #programming #software #machinelearning
0:34
ML Fundamentals โšก AI Lesson
Learn machine learning EASILY and FREE๐Ÿ‘ฉโ€๐Ÿ’ป #technology #programming #software #machinelearning
Coding with Lewis Beginner 3y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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NVIDIA: Fundamentals of Deep Learning
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NVIDIA: Fundamentals of Deep Learning
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Introduction to AI and Machine Learning on GC - Espaรฑol
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Introduction to AI and Machine Learning on GC - Espaรฑol
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Applied Fundamentals: Guess the Number
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Applied Fundamentals: Guess the Number
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Mastering Neural Networks and Model Regularization
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Mastering Neural Networks and Model Regularization
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Become AI-Ready: Deep Learning Fundamentals
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Become AI-Ready: Deep Learning Fundamentals
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Creating Multi Task Models With Keras
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Creating Multi Task Models With Keras
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