Foundations

ML Fundamentals

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

12,180
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
Networking Don'ts: Expert Tips from Susan McPherson ๐Ÿ’ก
ML Fundamentals
Networking Don'ts: Expert Tips from Susan McPherson ๐Ÿ’ก
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ML Fundamentals
Web Development Skills: Ultimate Guide for Beginners
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ML Fundamentals
Activation Functions in Deep Learning Explained in Tamil | ReLU, Sigmoid, Tanh | Adi Explains
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ML Fundamentals
Jeremy Bernstein - Depths of First Order Optimization
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ML Fundamentals โšก AI Lesson
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
Sentdex Intermediate 1y ago
Reinforcement Learning in 100 Seconds
ML Fundamentals
Reinforcement Learning in 100 Seconds
Infinite Codes Beginner 1y ago
Why Ignoring AI Could Ruin Your Business in 5 Years! #aiforbusiness #ai #aicompliance #aishorts
ML Fundamentals
Why Ignoring AI Could Ruin Your Business in 5 Years! #aiforbusiness #ai #aicompliance #aishorts
Data Science Dojo Intermediate 1y ago
The Future of AI Is Here and What That Means for Your Jobs
ML Fundamentals
The Future of AI Is Here and What That Means for Your Jobs
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ML Fundamentals โšก AI Lesson
How CNNs Lose Edge Data ๐Ÿ–ผ๏ธ - Hinting at Zero Padding ๐Ÿ” - Topic 275 #ai #ml
deeplizard Beginner 1y ago
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ML Fundamentals
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
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ML Fundamentals
How Small Startups Are Making Big Bucks in AI
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ML Fundamentals โšก AI Lesson
Advancing Fusion with ML/AI
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ML Fundamentals
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
codebasics Beginner 1y ago
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ML Fundamentals
Webinar: How great influencers drive change | High Performance Leadership Programme
Saรฏd Business School, University of Oxford Intermediate 1y ago
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ML Fundamentals โšก AI Lesson
Subroutines in Low Level Code - Computerphile
Computerphile Beginner 1y ago
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ML Fundamentals
Top 5 Technologies to Learn in 2025
edureka! Beginner 1y ago
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ML Fundamentals โšก AI Lesson
Receptive Fields - Explained
CodeEmporium Advanced 1y ago
Problems with CNNs Reducing Dimensions ๐Ÿ”ข - Deep Learning Beginner ๐Ÿ‘ถ - Topic 274 #ai #ml
ML Fundamentals โšก AI Lesson
Problems with CNNs Reducing Dimensions ๐Ÿ”ข - Deep Learning Beginner ๐Ÿ‘ถ - Topic 274 #ai #ml
deeplizard Beginner 1y ago
10 Essential Skills for Future Tech Jobs!
ML Fundamentals
10 Essential Skills for Future Tech Jobs!
edureka! Beginner 1y ago
Brainf*ck PURE MADNESS. #programming #coding #python #code
ML Fundamentals
Brainf*ck PURE MADNESS. #programming #coding #python #code
MikixIT Intermediate 1y 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
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ML Fundamentals
The Voice of the AI Engineer
Latent Space Beginner 1y ago
Cross Entropy Loss Function in Deep Learning | Deep Learning in Tamil | Adi Explains
ML Fundamentals
Cross Entropy Loss Function in Deep Learning | Deep Learning in Tamil | Adi Explains
Adi Explains Beginner 1y ago
NBA MVP Machine Learning Prediction โ€ผ๏ธ
ML Fundamentals
NBA MVP Machine Learning Prediction โ€ผ๏ธ
Sajjaad Khader Beginner 1y ago
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ML Fundamentals โšก AI Lesson
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
Data Science Dojo Intermediate 1y ago
Tracking elephants with AI!
ML Fundamentals
Tracking elephants with AI!
MLOps.community Intermediate 1y ago
Unitree G1 LiDAR, SLAM, navigation and control. Dev w/ G1 Humanoid P.2
ML Fundamentals โšก AI Lesson
Unitree G1 LiDAR, SLAM, navigation and control. Dev w/ G1 Humanoid P.2
Sentdex Advanced 1y ago
A Fever Dream of Machine Learning Framework Composability
ML Fundamentals โšก AI Lesson
A Fever Dream of Machine Learning Framework Composability
Microsoft Research Advanced 1y ago
Network Manipulation
ML Fundamentals โšก AI Lesson
Network Manipulation
Data Skeptic Beginner 1y ago
Brainfuck was created in 1993โ€ฆ WHY? #programming #coding #python #code
ML Fundamentals
Brainfuck was created in 1993โ€ฆ WHY? #programming #coding #python #code
MikixIT Intermediate 1y ago
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ML Fundamentals
Why Finance is crucial to cancer drug development
MIT OpenCourseWare Intermediate 1y ago
Finance for public good
ML Fundamentals
Finance for public good
MIT OpenCourseWare Intermediate 1y ago
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ML Fundamentals โšก AI Lesson
Contextual Bandits : Data Science Concepts
ritvikmath Intermediate 1y ago
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ML Fundamentals โšก AI Lesson
Rivian Accelerates Electric Vehicle Innovation with the Databricks Data Intelligence Platform
Databricks Intermediate 1y ago
Etsy at Google Cloud Next
ML Fundamentals
Etsy at Google Cloud Next
Google Cloud Beginner 1y ago
5 High-Paying Jobs You Should Know About
ML Fundamentals
5 High-Paying Jobs You Should Know About
Coursera Beginner 1y ago
Learn AI & Machine Learning, For FREE!
ML Fundamentals
Learn AI & Machine Learning, For FREE!
Jean Lee Beginner 1y ago
AI, Machine Learning, Deep Learning: Whatโ€™s the Difference?
ML Fundamentals
AI, Machine Learning, Deep Learning: Whatโ€™s the Difference?
Jean Lee Beginner 1y ago
Formula for CNN Output Dimensions ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 273 #ai #ml
ML Fundamentals โšก AI Lesson
Formula for CNN Output Dimensions ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 273 #ai #ml
deeplizard Beginner 1y ago
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ML Fundamentals
Comfort Kills Innovation: Why Diversity Fuels Creativity
Coursera Beginner 1y ago
AI-First Workplaces Are Already Here
ML Fundamentals
AI-First Workplaces Are Already Here
Jean Lee Beginner 1y ago
Machine Learning EXPLAINED In 60 Seconds
ML Fundamentals
Machine Learning EXPLAINED In 60 Seconds
edureka! Beginner 1y ago
Why Convolutional Filters Reduce Dimensions ๐Ÿง - DL Beginner ๐Ÿ” - Topic 272 #ai #ml
ML Fundamentals โšก AI Lesson
Why Convolutional Filters Reduce Dimensions ๐Ÿง - DL Beginner ๐Ÿ” - Topic 272 #ai #ml
deeplizard Beginner 1y ago
Practical Applications of AI & Machine Learning #ai #machinelearning #data #shorts #aiengineer
ML Fundamentals โšก AI Lesson
Practical Applications of AI & Machine Learning #ai #machinelearning #data #shorts #aiengineer
codebasics Intermediate 1y ago
Softmax Function Step-by-Step in Tamil | Deep Learning for Beginners | Adi Explains
ML Fundamentals
Softmax Function Step-by-Step in Tamil | Deep Learning for Beginners | Adi Explains
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Unboxing the Unitree G1 Edu Humanoid
ML Fundamentals โšก AI Lesson
Unboxing the Unitree G1 Edu Humanoid
Sentdex Advanced 1y ago
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ML Fundamentals
Why People Resist Change at Work & How to Fix It
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Top Technologies to Learn for Career Growth (2025 Update)
ML Fundamentals
Top Technologies to Learn for Career Growth (2025 Update)
edureka! Beginner 1y ago
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