Foundations

ML Fundamentals

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

12,007
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
Immense Subcubic Graph Numbers - Numberphile
ML Fundamentals
Immense Subcubic Graph Numbers - Numberphile
Numberphile Beginner 8mo ago
Machine Learning For Everyone With Python #shorts #python #coding  #machinelearning #ai #model
ML Fundamentals
Machine Learning For Everyone With Python #shorts #python #coding #machinelearning #ai #model
WebKnower Beginner 8mo ago
AI Episode 9 | Informed Search Strategies (Part 2) | AI Course for Beginners
ML Fundamentals
AI Episode 9 | Informed Search Strategies (Part 2) | AI Course for Beginners
The Explain Lab Beginner 8mo ago
"What is a Neural Network ?" ( #AI #Artificial Intelligence #Neural Network #Short #AI Explained )
ML Fundamentals
"What is a Neural Network ?" ( #AI #Artificial Intelligence #Neural Network #Short #AI Explained )
AI Simply Explained Beginner 8mo ago
(NO CODING JOBS) Top Non Coding IT Jobs 2025 - Complete Guide In Tamil | AI Coach John
ML Fundamentals
(NO CODING JOBS) Top Non Coding IT Jobs 2025 - Complete Guide In Tamil | AI Coach John
AI Coach John (Tamil) Beginner 8mo ago
Episode 8: Informed Search Strategies | Greedy Best-First & A* Explained
ML Fundamentals
Episode 8: Informed Search Strategies | Greedy Best-First & A* Explained
The Explain Lab Beginner 8mo ago
AI Model And Machine Learning Projects For Beginners #shorts #aimodel #ml #project #coding #ai
ML Fundamentals
AI Model And Machine Learning Projects For Beginners #shorts #aimodel #ml #project #coding #ai
WebKnower Beginner 8mo ago
19-Year-Old ML Engineer Without College!  #shorts #ai #aiengineer #mlengineer
ML Fundamentals โšก AI Lesson
19-Year-Old ML Engineer Without College! #shorts #ai #aiengineer #mlengineer
codebasics Beginner 9mo ago
The physics behind diffusion models
ML Fundamentals โšก AI Lesson
The physics behind diffusion models
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ML Fundamentals
How to Get an IT Job (No Experience!) ๐Ÿ’ป
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ML Fundamentals
Level Up Your Career with Epic Games ๐Ÿš€
Coursera Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
Let me explain PyTorch in 7 Concepts
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0 to AI Engineer Roadmap! ๐Ÿš€
ML Fundamentals
0 to AI Engineer Roadmap! ๐Ÿš€
GeeksforGeeks Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
Cohere Labs Scholars Info Session - 2026 Cohort
Cohere Beginner 9mo ago
Software Engineer in AI Era 2025 #shorts #codebasics #ai #softwareengineer
ML Fundamentals
Software Engineer in AI Era 2025 #shorts #codebasics #ai #softwareengineer
codebasics Beginner 9mo ago
The 2 Types of People Learning AI
ML Fundamentals
The 2 Types of People Learning AI
Jean Lee Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
Why You Should Always Set a Random Seed in Data Science!
Analytics Vidhya Beginner 9mo ago
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
ML Fundamentals
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
Simplilearn Beginner 9mo ago
Top 3 Beginner Data Science Projects for Your Portfolio!
ML Fundamentals
Top 3 Beginner Data Science Projects for Your Portfolio!
Analytics Vidhya Beginner 9mo ago
Part 7 | Deploy ML Model on Kubernetes | Scalable options, Testing, Debugging & Optimization
ML Fundamentals โšก AI Lesson
Part 7 | Deploy ML Model on Kubernetes | Scalable options, Testing, Debugging & Optimization
Abonia Sojasingarayar Beginner 9mo ago
Oxford #fintech programme: What to Expect #oxforduniversity  #onlinestudy #financialtechnology
ML Fundamentals
Oxford #fintech programme: What to Expect #oxforduniversity #onlinestudy #financialtechnology
Saรฏd Business School, University of Oxford Beginner 9mo ago
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
ML Fundamentals
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
Simplilearn Beginner 9mo ago
Autoencoders Explained in Tamil | Machine Learning & Deep Learning Concepts | Adi Explains
ML Fundamentals
Autoencoders Explained in Tamil | Machine Learning & Deep Learning Concepts | Adi Explains
Adi Explains Beginner 9mo ago
Introduction of Python Programming Language #coding #python
ML Fundamentals
Introduction of Python Programming Language #coding #python
Code For Kids Beginner 9mo ago
#python #pythonprogramming #pythontutorial #pythonforbeginners
ML Fundamentals
#python #pythonprogramming #pythontutorial #pythonforbeginners
Code For Kids Beginner 9mo ago
How Iโ€™d Learn AI in 2025: My Ultimate Roadmap for Beginners
ML Fundamentals
How Iโ€™d Learn AI in 2025: My Ultimate Roadmap for Beginners
GeeksforGeeks Beginner 9mo ago
Activation Functions Explained | ReLU vs Sigmoid vs Tanh | For Beginners | FutureSeed AI | #ai
ML Fundamentals โšก AI Lesson
Activation Functions Explained | ReLU vs Sigmoid vs Tanh | For Beginners | FutureSeed AI | #ai
FutureSeed AI Beginner 9mo ago
Ai Explained in 1 Minute(So Simple) ๐Ÿง ๐Ÿ’ก
ML Fundamentals โšก AI Lesson
Ai Explained in 1 Minute(So Simple) ๐Ÿง ๐Ÿ’ก
Simply Explained Ai Beginner 9mo ago
32 Machine Learning Facts That Make No Sense
ML Fundamentals
32 Machine Learning Facts That Make No Sense
Infinite Codes Beginner 9mo ago
Scikit-Learn Full Crash Course - Python Machine Learning
ML Fundamentals โšก AI Lesson
Scikit-Learn Full Crash Course - Python Machine Learning
NeuralNine Beginner 9mo ago
Bedanya AI, Machine Learning, dan Deep Learning (Dijelaskan Secara Sederhana)
ML Fundamentals
Bedanya AI, Machine Learning, dan Deep Learning (Dijelaskan Secara Sederhana)
AI Explained Simply Beginner 9mo ago
AI vs Machine Learning vs Deep Learning (Explained Simply)
ML Fundamentals
AI vs Machine Learning vs Deep Learning (Explained Simply)
AI Explained Simply Beginner 9mo ago
Predicting Game of Thrones Deaths with Data Science #ai #datascience
ML Fundamentals
Predicting Game of Thrones Deaths with Data Science #ai #datascience
Data Science Dojo Beginner 9mo ago
BYO Lineage in Databricks Unity Catalog #data  #dataintelligence
ML Fundamentals โšก AI Lesson
BYO Lineage in Databricks Unity Catalog #data #dataintelligence
Databricks Beginner 9mo ago
Connect With Experts Webinar: Accelerating Quantum Supercomputing with CUDA-Q
ML Fundamentals
Connect With Experts Webinar: Accelerating Quantum Supercomputing with CUDA-Q
NVIDIA Developer Beginner 9mo ago
Computational models for brain science
ML Fundamentals
Computational models for brain science
Microsoft Research Beginner 9mo ago
AI Episode 7 | Informed Search Strategies in AI | Greedy Best-First & A* Algorithm Explained
ML Fundamentals
AI Episode 7 | Informed Search Strategies in AI | Greedy Best-First & A* Algorithm Explained
The Explain Lab Beginner 8mo ago
AI Episode 6 | Uninformed Search Strategies Explained | BFS, DFS, UCS, IDS in AI
ML Fundamentals
AI Episode 6 | Uninformed Search Strategies Explained | BFS, DFS, UCS, IDS in AI
The Explain Lab Beginner 9mo ago
The Career Skill AI Can't Replace ๐Ÿง 
ML Fundamentals
The Career Skill AI Can't Replace ๐Ÿง 
Coursera Beginner 9mo ago
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ML Fundamentals
Ai Episode 5 | AI Problem-Solving Explained | From Toy Problems to Real-World Solutions
The Explain Lab Beginner 9mo ago
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ML Fundamentals
Do College Credits Expire? Here's What to Know ๐ŸŽ“
Coursera Beginner 9mo ago
Cloud Engineers Can Work ANYWHERE ๐Ÿš€
ML Fundamentals
Cloud Engineers Can Work ANYWHERE ๐Ÿš€
Coursera Beginner 9mo ago
Backpropagation Explained: How Neural Nets Learn!
ML Fundamentals โšก AI Lesson
Backpropagation Explained: How Neural Nets Learn!
Analytics Vidhya Beginner 9mo ago
AI Episode 2 | History & Evolution of Artificial Intelligence | AI Timeline Explained
ML Fundamentals
AI Episode 2 | History & Evolution of Artificial Intelligence | AI Timeline Explained
The Explain Lab Beginner 9mo ago
Coding tutorials Learn coding online Basic computer programming
ML Fundamentals
Coding tutorials Learn coding online Basic computer programming
Code For Kids Beginner 9mo ago
Create a Colorful Galaxy with Python
ML Fundamentals
Create a Colorful Galaxy with Python
Code For Kids Beginner 9mo ago
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ML Fundamentals
Python Graphics Design with Turtle Module #gamedevelopment #coding
Code For Kids Beginner 9mo ago
๐Ÿ”ฅMastering Machine Learning with Simplimentor #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅMastering Machine Learning with Simplimentor #shorts #simplilearn
Simplilearn Beginner 9mo ago
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Naive Bayes 101: Resume Selection with Machine Learning
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Naive Bayes 101: Resume Selection with Machine Learning
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MLOps Tools: MLflow and Hugging Face
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AI Foundations for Creativity
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Applied Social Network Analysis in Python
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Build your first Machine Learning Pipeline using Dataiku
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Health Data Science Foundation
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Health Data Science Foundation
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