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
How FAST Can You Become an AI or ML Engineer?
ML Fundamentals
How FAST Can You Become an AI or ML Engineer?
Jean Lee Beginner 1y ago
Difference between AI vs ML vs DL
ML Fundamentals ⚡ AI Lesson
Difference between AI vs ML vs DL
Aladdin Persson Beginner 1y ago
From self-learning to teaching—how Jay Alammar cracked Machine Learning! #machinelearning #podcast
ML Fundamentals
From self-learning to teaching—how Jay Alammar cracked Machine Learning! #machinelearning #podcast
Data Science Dojo Beginner 1y ago
Image Data Processing in CNNs 🖼️ - Network Layers Explained 📚 - Topic 262 #ai #ml
ML Fundamentals ⚡ AI Lesson
Image Data Processing in CNNs 🖼️ - Network Layers Explained 📚 - Topic 262 #ai #ml
deeplizard Beginner 1y ago
How google translation works? #scienceandtechnology #aitranslator #techintamil
ML Fundamentals
How google translation works? #scienceandtechnology #aitranslator #techintamil
Arivi by HCL GUVI Beginner 1y ago
Quantum AI Revolution: Enhancing Machine Learning with Qubits | PwC | Edureka
ML Fundamentals
Quantum AI Revolution: Enhancing Machine Learning with Qubits | PwC | Edureka
edureka! Beginner 1y ago
🇮🇳 Elon Musk SUES India! FREE SPEECH vs. CENSORSHIP?! ft. Grok AI 🤯
ML Fundamentals
🇮🇳 Elon Musk SUES India! FREE SPEECH vs. CENSORSHIP?! ft. Grok AI 🤯
Analytics Vidhya Intermediate 1y ago
Live Q&A- Away From Home
ML Fundamentals
Live Q&A- Away From Home
Krish Naik Beginner 1y ago
Embeddings in Machine Learning - Explained
ML Fundamentals ⚡ AI Lesson
Embeddings in Machine Learning - Explained
Aladdin Persson Beginner 1y ago
The Truth About LeetCode Problems
ML Fundamentals
The Truth About LeetCode Problems
Jean Lee Beginner 1y ago
Convolutional vs Fully Connected Layers 🧠 - CNN Deep Dive 🔍 - Topic 261 #ai #ml
ML Fundamentals ⚡ AI Lesson
Convolutional vs Fully Connected Layers 🧠 - CNN Deep Dive 🔍 - Topic 261 #ai #ml
deeplizard Beginner 1y ago
AI Engineer Career in 70 Seconds 🤖
ML Fundamentals
AI Engineer Career in 70 Seconds 🤖
Coursera Beginner 1y ago
cleverdash.ai: Complete Flow from Signup to Your First Dashboard | #5
ML Fundamentals
cleverdash.ai: Complete Flow from Signup to Your First Dashboard | #5
Random code Beginner 1y ago
30 Machine Learning Facts Most People Get Wrong
ML Fundamentals
30 Machine Learning Facts Most People Get Wrong
Infinite Codes Beginner 1y ago
Criminal Networks
ML Fundamentals ⚡ AI Lesson
Criminal Networks
Data Skeptic Beginner 1y ago
Evolution of back propagation: Who invented it?
ML Fundamentals ⚡ AI Lesson
Evolution of back propagation: Who invented it?
CodeEmporium Beginner 1y ago
How to build an MCP server to connect Cursor to a RAG system (GroundX)
ML Fundamentals ⚡ AI Lesson
How to build an MCP server to connect Cursor to a RAG system (GroundX)
Underfitted Intermediate 1y ago
New MacBook Air M4 13” - Starlight (2025) Unboxing & First-Look!
ML Fundamentals
New MacBook Air M4 13” - Starlight (2025) Unboxing & First-Look!
AI Researcher Beginner 1y ago
I built a simple example using the new OpenAI Response API (this is cool!)
ML Fundamentals ⚡ AI Lesson
I built a simple example using the new OpenAI Response API (this is cool!)
Underfitted Beginner 1y ago
The Hyper Moser (and other Mega Numbers) - Numberphile
ML Fundamentals
The Hyper Moser (and other Mega Numbers) - Numberphile
Numberphile Beginner 1y ago
The Ethics of Explainability in Human and AI decision-making | Carlo Cordasco
ML Fundamentals
The Ethics of Explainability in Human and AI decision-making | Carlo Cordasco
Saïd Business School, University of Oxford Beginner 1y ago
Deep Learning with PyTorch Full Course | Master PyTorch, Tensors, and Neural Networks
ML Fundamentals ⚡ AI Lesson
Deep Learning with PyTorch Full Course | Master PyTorch, Tensors, and Neural Networks
DataCamp Beginner 1y ago
7 Skills You Need to Become a Data Scientist in 2025 📊
ML Fundamentals
7 Skills You Need to Become a Data Scientist in 2025 📊
Coursera Beginner 1y ago
Highlight Reel of Eliot Durbin MLOps Podcast clip 2
ML Fundamentals
Highlight Reel of Eliot Durbin MLOps Podcast clip 2
MLOps.community Intermediate 1y ago
AI in Production 2025 | Keynote
ML Fundamentals ⚡ AI Lesson
AI in Production 2025 | Keynote
MLOps.community Intermediate 1y ago
The Four Fundamental Subspaces and Least Squares
ML Fundamentals
The Four Fundamental Subspaces and Least Squares
MIT OpenCourseWare Beginner 1y ago
Elimination and Factorization A = CR
ML Fundamentals
Elimination and Factorization A = CR
MIT OpenCourseWare Intermediate 1y ago
Python Beginners Project | Predict Cricket Score PART II | LIVE Project Building | GeeksforGeeks
ML Fundamentals
Python Beginners Project | Predict Cricket Score PART II | LIVE Project Building | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
End to End Gen AI Course | Session 12 | LLM Architecture | Shortcut Connection
ML Fundamentals
End to End Gen AI Course | Session 12 | LLM Architecture | Shortcut Connection
GEN AI hub Beginner 1y ago
Top 10 programming courses by Google.
ML Fundamentals
Top 10 programming courses by Google.
Sahil & Sarra Beginner 1y ago
Python Beginners Project | Predict Cricket Score | LIVE Project Building | GeeksforGeeks
ML Fundamentals
Python Beginners Project | Predict Cricket Score | LIVE Project Building | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
How Can The New Generation Adapt In The World Of AI? #ai #careergrowth #datascience
ML Fundamentals
How Can The New Generation Adapt In The World Of AI? #ai #careergrowth #datascience
Data Science Dojo Intermediate 1y ago
Day3-Backend Code developemt- Custom Video Broadcaster
ML Fundamentals
Day3-Backend Code developemt- Custom Video Broadcaster
Krish Naik Beginner 1y ago
Stanford Seminar - A Billion Medical Devices - Using far from perfect ML to help patients
ML Fundamentals ⚡ AI Lesson
Stanford Seminar - A Billion Medical Devices - Using far from perfect ML to help patients
Stanford Online Beginner 1y ago
A 1.58-Dimensional Object - Numberphile
ML Fundamentals
A 1.58-Dimensional Object - Numberphile
Numberphile Beginner 1y ago
Why choose the Oxford Real Estate Programme?
ML Fundamentals
Why choose the Oxford Real Estate Programme?
Saïd Business School, University of Oxford Advanced 1y ago
I'm 40. If You're in Your 20s Watch This.
ML Fundamentals
I'm 40. If You're in Your 20s Watch This.
Jean Lee Beginner 1y ago
3 Things I like being a Data Scientist #datascience #machinelearning #deeplearning #techcareers
ML Fundamentals
3 Things I like being a Data Scientist #datascience #machinelearning #deeplearning #techcareers
Aladdin Persson Beginner 1y ago
CNN Filter Values 🏋️ - Learning to Detect Patterns 🎯 - Topic 260 #ai #ml
ML Fundamentals ⚡ AI Lesson
CNN Filter Values 🏋️ - Learning to Detect Patterns 🎯 - Topic 260 #ai #ml
deeplizard Beginner 1y ago
Analyzing Filter Values 🕵️ - Equal Influence of Pixels 🔄 - Topic 259 #ai #ml
ML Fundamentals ⚡ AI Lesson
Analyzing Filter Values 🕵️ - Equal Influence of Pixels 🔄 - Topic 259 #ai #ml
deeplizard Beginner 1y ago
3 Things I dislike being a Data Scientist
ML Fundamentals ⚡ AI Lesson
3 Things I dislike being a Data Scientist
Aladdin Persson Beginner 1y ago
Cross-Cloud Management Made Easy
ML Fundamentals
Cross-Cloud Management Made Easy
MLOps.community Beginner 1y ago
Building a 3D shooter game using AI alone (vibe-coding)
ML Fundamentals ⚡ AI Lesson
Building a 3D shooter game using AI alone (vibe-coding)
Underfitted Beginner 1y ago
AI Jobs Nobody Talks About
ML Fundamentals
AI Jobs Nobody Talks About
Jean Lee Beginner 1y ago
Top Edge Detection in Filters 🔝 - Analyzing Convolutional Output 🌟 - Topic 258 #ai #ml
ML Fundamentals ⚡ AI Lesson
Top Edge Detection in Filters 🔝 - Analyzing Convolutional Output 🌟 - Topic 258 #ai #ml
deeplizard Beginner 1y ago
MCP is awesome and here is why.
ML Fundamentals
MCP is awesome and here is why.
Underfitted Beginner 1y ago
The Model Context Protocol (MCP) Explained (and one cool code example.)
ML Fundamentals ⚡ AI Lesson
The Model Context Protocol (MCP) Explained (and one cool code example.)
Underfitted Beginner 1y ago
How Filters Detect Edges in CNNs 🔬 - Analyzing Filter Values 📈 - Topic 257 #ai #ml
ML Fundamentals ⚡ AI Lesson
How Filters Detect Edges in CNNs 🔬 - Analyzing Filter Values 📈 - Topic 257 #ai #ml
deeplizard Beginner 1y ago
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Databricks Associate Developer: Apache Spark with Python
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Databricks Associate Developer: Apache Spark with Python
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Machine Learning with PySpark: Customer Churn Analysis
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Machine Learning with PySpark: Customer Churn Analysis
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Apache Spark with Scala – Hands-On with Big Data!
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Apache Spark with Scala – Hands-On with Big Data!
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Introduction to Python for Researchers
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Introduction to Python for Researchers
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AI for Healthcare
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AI for Healthcare
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Foundations of Data Structures and Algorithms in JavaScript
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Foundations of Data Structures and Algorithms in JavaScript
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