Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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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
CPU vs GPU for ML in Tamil | Don’t Buy Expensive Laptop – Use Free Colab & Kaggle GPU
ML Fundamentals
CPU vs GPU for ML in Tamil | Don’t Buy Expensive Laptop – Use Free Colab & Kaggle GPU
Adi Explains Beginner 11mo ago
Transition From Data Analyst to Gen AI Engineer-Debdoot Successful Transition @sunnysavita10
ML Fundamentals
Transition From Data Analyst to Gen AI Engineer-Debdoot Successful Transition @sunnysavita10
Krish Naik Beginner 11mo ago
Netflix Algorithm Secrets Revealed | Data Science in Tamil
ML Fundamentals
Netflix Algorithm Secrets Revealed | Data Science in Tamil
Arivi by HCL GUVI Beginner 11mo ago
AI Learns to Play Soccer (and breaks physics)
ML Fundamentals ⚡ AI Lesson
AI Learns to Play Soccer (and breaks physics)
AI Warehouse Beginner 11mo ago
🔥Cracked 3 Job Offers with One AIML Course! | 20–30% Salary Hike #shorts #simplilearn
ML Fundamentals
🔥Cracked 3 Job Offers with One AIML Course! | 20–30% Salary Hike #shorts #simplilearn
Simplilearn Beginner 11mo ago
#11 Python Input Validation & Error Handling Made Easy | Data Science for Beginners in Tamil
ML Fundamentals
#11 Python Input Validation & Error Handling Made Easy | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 11mo ago
Building AI Speeders with Machine Learning in Star Wars Outlaws | AI and Games #80
ML Fundamentals ⚡ AI Lesson
Building AI Speeders with Machine Learning in Star Wars Outlaws | AI and Games #80
AI and Games Beginner 11mo ago
Which Door Would You Choose? | Monty Hall Problem Explained!
ML Fundamentals
Which Door Would You Choose? | Monty Hall Problem Explained!
AI For Beginners Beginner 11mo ago
The Future of Work Might Not Include You
ML Fundamentals
The Future of Work Might Not Include You
Jean Lee Beginner 11mo ago
Understanding AI, ML, and generative AI
ML Fundamentals
Understanding AI, ML, and generative AI
Google Cloud Beginner 11mo ago
The Secret To Promotion No One Tells You About
ML Fundamentals
The Secret To Promotion No One Tells You About
Jean Lee Beginner 11mo ago
The history of AI that no one ever told you
ML Fundamentals ⚡ AI Lesson
The history of AI that no one ever told you
Matt Wolfe Beginner 11mo ago
#09 Level 4: Python Programming Concepts Explained | Data Science for Beginners Tamil
ML Fundamentals
#09 Level 4: Python Programming Concepts Explained | Data Science for Beginners Tamil
AI Coach John (Tamil) Beginner 11mo ago
Machine learning for beginners 101
0:44
ML Fundamentals ⚡ AI Lesson
Machine learning for beginners 101
Sajjaad Khader Beginner 11mo ago
Neural Network Project in Tamil | Credit Card Fraud Detection with Deep Learning | Adi Explains
ML Fundamentals
Neural Network Project in Tamil | Credit Card Fraud Detection with Deep Learning | Adi Explains
Adi Explains Beginner 11mo ago
CNNs 'Valid' vs 'Same' Padding 📚 - Zero Padding Terminology 💬 - Topic 280 #ai #ml
ML Fundamentals ⚡ AI Lesson
CNNs 'Valid' vs 'Same' Padding 📚 - Zero Padding Terminology 💬 - Topic 280 #ai #ml
deeplizard Beginner 11mo ago
Part 2 | Hands-On End-to-End ML Model Deployment on Kubernetes | Setup Podman and install Kind
ML Fundamentals
Part 2 | Hands-On End-to-End ML Model Deployment on Kubernetes | Setup Podman and install Kind
Abonia Sojasingarayar Beginner 11mo ago
Building a Real-world ML Project: Predictive Modeling, Evaluation, and Deployment
ML Fundamentals
Building a Real-world ML Project: Predictive Modeling, Evaluation, and Deployment
GeeksforGeeks Beginner 11mo ago
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
ML Fundamentals
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
Google for Developers Beginner 11mo ago
Best Degrees for Data Scientists (2025)
ML Fundamentals ⚡ AI Lesson
Best Degrees for Data Scientists (2025)
365 Data Science Beginner 11mo ago
CS50's Fundamentals of AI - Lecture 3 - Sensing (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 3 - Sensing (live, unedited)
CS50 Beginner 11mo ago
Behind the lens: AI, creativity, and the future of filmmaking tools
ML Fundamentals
Behind the lens: AI, creativity, and the future of filmmaking tools
Google for Developers Beginner 11mo ago
Automate your work and integrate with Google Workspace
ML Fundamentals
Automate your work and integrate with Google Workspace
Google Cloud Tech Beginner 11mo ago
Auto Zero Padding in Neural Networks 💻 - CNNs and API Convenience 🛠️ - Topic 279 #ai #ml
ML Fundamentals ⚡ AI Lesson
Auto Zero Padding in Neural Networks 💻 - CNNs and API Convenience 🛠️ - Topic 279 #ai #ml
deeplizard Beginner 11mo ago
Can quantum computers break the speed of information?
ML Fundamentals
Can quantum computers break the speed of information?
Serrano.Academy Beginner 11mo ago
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
ML Fundamentals
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
WebKnower Beginner 11mo ago
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
CS50 Beginner 11mo ago
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
ML Fundamentals
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
GeeksforGeeks Beginner 11mo ago
Unlocking ML Performance on TPUs and GPUs
ML Fundamentals
Unlocking ML Performance on TPUs and GPUs
Google Cloud Tech Beginner 11mo ago
Do more with Chrome DevTools and less CTRL + TAB
ML Fundamentals
Do more with Chrome DevTools and less CTRL + TAB
Chrome for Developers Beginner 11mo ago
Performance debugging in DevTools
ML Fundamentals
Performance debugging in DevTools
Chrome for Developers Beginner 11mo ago
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
ML Fundamentals
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
Microsoft Research Beginner 11mo ago
Oxford Bank Governance Programme
ML Fundamentals
Oxford Bank Governance Programme
Saïd Business School, University of Oxford Beginner 12mo ago
Adding memory to Cursor using MCP and a Knowledge Graph database
ML Fundamentals ⚡ AI Lesson
Adding memory to Cursor using MCP and a Knowledge Graph database
Simon Willison (underfitted) Beginner 12mo ago
Which Projects Will Surprise Tech Companies #shorts #tech #company #coding #jobs #project
ML Fundamentals
Which Projects Will Surprise Tech Companies #shorts #tech #company #coding #jobs #project
WebKnower Beginner 12mo ago
A Problem with Infinite Hotel Keys - Numberphile
ML Fundamentals
A Problem with Infinite Hotel Keys - Numberphile
Numberphile Beginner 12mo ago
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
ML Fundamentals
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
The Gradient Path Beginner 1y ago
Hacker’s Perspective: Realistic AI Attack Scenarios
ML Fundamentals ⚡ AI Lesson
Hacker’s Perspective: Realistic AI Attack Scenarios
SANS Institute Beginner 1y ago
The Human Element in AI: Why People Still Matter in a Machine-Led Era
ML Fundamentals ⚡ AI Lesson
The Human Element in AI: Why People Still Matter in a Machine-Led Era
SANS Institute Beginner 1y ago
#06 Data Types, Functions & Type Casting | Data Science for Beginners in Tamil
ML Fundamentals
#06 Data Types, Functions & Type Casting | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 11mo ago
Demis Hassabis on the frontiers of AI
ML Fundamentals
Demis Hassabis on the frontiers of AI
Google for Developers Beginner 11mo ago
Train your JAX models using model.fit(...) in Keras 3
ML Fundamentals
Train your JAX models using model.fit(...) in Keras 3
Google for Developers Beginner 11mo ago
What is JAX?
ML Fundamentals
What is JAX?
Google for Developers Beginner 11mo ago
#01 Myths & Realities to become a Data Scientist 🚨 | Data Science Course Series in Tamil
ML Fundamentals
#01 Myths & Realities to become a Data Scientist 🚨 | Data Science Course Series in Tamil
AI Coach John (Tamil) Beginner 11mo ago
Zero Padding Thickness Depends on What ❓📏 - DL Beginner 🛠️ - Topic 278 #ai #ml
ML Fundamentals ⚡ AI Lesson
Zero Padding Thickness Depends on What ❓📏 - DL Beginner 🛠️ - Topic 278 #ai #ml
deeplizard Beginner 12mo ago
Neural Network Training in Tamil | Epoch | Batch Size | Batch Norm | Optimizers | Early Stopping
ML Fundamentals
Neural Network Training in Tamil | Epoch | Batch Size | Batch Norm | Optimizers | Early Stopping
Adi Explains Beginner 12mo ago
How to Land a Machine Learning Engineering Role
ML Fundamentals
How to Land a Machine Learning Engineering Role
Jean Lee Beginner 1y ago
What Zero Padding Achieves 🚧 - Deep Learning Beginner 👶 - Topic 277 #ai #ml
ML Fundamentals ⚡ AI Lesson
What Zero Padding Achieves 🚧 - Deep Learning Beginner 👶 - Topic 277 #ai #ml
deeplizard Beginner 1y ago
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Machine Learning Rapid Prototyping with IBM Watson Studio
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Machine Learning Rapid Prototyping with IBM Watson Studio
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Matrix Methods
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Matrix Methods
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Machine Learning for Kyphosis Disease Classification
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Machine Learning for Kyphosis Disease Classification
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Réseaux neuronaux et Deep Learning
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Réseaux neuronaux et Deep Learning
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Web of Data
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Self-paced
Web of Data
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Practical Guide to Mastering C++ Smart Pointers - Part 02
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Self-paced
Practical Guide to Mastering C++ Smart Pointers - Part 02
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