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
Improving Python Through PEPs and Protocols | Real Python Podcast #297
ML Fundamentals
Improving Python Through PEPs and Protocols | Real Python Podcast #297
Real Python Beginner 1mo ago
Talk by Pranjal Awasthi (Google)
ML Fundamentals
Talk by Pranjal Awasthi (Google)
Simons Institute for the Theory of Computing Beginner 1mo ago
Talk by Katrina Ligett (Hebrew University of Jerusalem)
ML Fundamentals
Talk by Katrina Ligett (Hebrew University of Jerusalem)
Simons Institute for the Theory of Computing Beginner 1mo ago
Machine Learning in 60 second #shorts
ML Fundamentals
Machine Learning in 60 second #shorts
AI CERTs® Beginner 1mo ago
Cash-and-Carry Crypto : la Rente que 95% des Traders Ignorent
ML Fundamentals
Cash-and-Carry Crypto : la Rente que 95% des Traders Ignorent
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Activation Functions | Deep Learning
ML Fundamentals
Activation Functions | Deep Learning
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ML Fundamentals
AI Can Do WHAT??!!
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Choosing Between Software Engineering VS AI Engineering (Career Paths)
ML Fundamentals
Choosing Between Software Engineering VS AI Engineering (Career Paths)
Sajjaad Khader Intermediate 1mo ago
The AI Skills Companies Secretly Want in 2026 #shorts
ML Fundamentals
The AI Skills Companies Secretly Want in 2026 #shorts
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Lecture 4: Sedimentary Structures Produced by Sediment Transport
ML Fundamentals
Lecture 4: Sedimentary Structures Produced by Sediment Transport
MIT OpenCourseWare Beginner 1mo ago
Lecture 1: Fluid Dynamics
ML Fundamentals
Lecture 1: Fluid Dynamics
MIT OpenCourseWare Beginner 1mo ago
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ML Fundamentals
The Unsolved Lollipop Problem - Numberphile
Numberphile Beginner 1mo ago
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ML Fundamentals
Generative AI Roadmap 2026 | 6 Steps To Get Started With Generative AI | #Shorts | #Simplilearn
Simplilearn Beginner 1mo ago
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ML Fundamentals
How to Use Triage - Your Smart Regulatory Inbox
Vixio Regulatory Intelligence Intermediate 1mo ago
Neuromorphic Computing Explained | Spiking Neural Networks (SNNs), Brain-Inspired AI & Future H/W
ML Fundamentals
Neuromorphic Computing Explained | Spiking Neural Networks (SNNs), Brain-Inspired AI & Future H/W
Professor Rahul Jain Beginner 1mo ago
🔥Which is Better: Data Science or Data Engineering? | Intellipaat
ML Fundamentals
🔥Which is Better: Data Science or Data Engineering? | Intellipaat
Intellipaat Beginner 1mo ago
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ML Fundamentals
#Palmistry - Know Tension Line ,Worry Line Or Problem Line in Hand #rahu #line #short #video
MLAstroGuitar Beginner 1mo ago
How to learn Machine Learning like a GENIUS and not waste time
ML Fundamentals
How to learn Machine Learning like a GENIUS and not waste time
Tech With Tim Beginner 1mo ago
Data-Driven Discovery and Verification of Singularities in Nonlinear Partial Differential Equations
ML Fundamentals
Data-Driven Discovery and Verification of Singularities in Nonlinear Partial Differential Equations
Microsoft Research Advanced 1mo ago
Generative Models for Molecular Dynamics Across Timescales
ML Fundamentals
Generative Models for Molecular Dynamics Across Timescales
Microsoft Research Intermediate 1mo ago
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ML Fundamentals
Multimodal Deep Learning for Credit Scoring
DataCamp Beginner 1mo ago
Build Muscle, Great Posture & Resilience to Injury | Jeff Cavaliere
ML Fundamentals
Build Muscle, Great Posture & Resilience to Injury | Jeff Cavaliere
Andrew Huberman Intermediate 1mo ago
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ML Fundamentals
How Linus Torvalds Created Linux From Scratch #shorts #linux #opensource #programming
WebKnower Beginner 1mo ago
AI vs ML vs Deep Learning Explained in 60 Seconds | AI Basics for Beginners
ML Fundamentals
AI vs ML vs Deep Learning Explained in 60 Seconds | AI Basics for Beginners
CodeWithPrashant Beginner 1mo ago
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ML Fundamentals
Best AI Courses In 2026 | Top 5 Online Artificial Intelligence Courses | #Shorts | #Simplilearn
Simplilearn Beginner 1mo ago
Linus Torvalds Silently Roasts Microsoft #shorts #linux #programming #knowledge
ML Fundamentals
Linus Torvalds Silently Roasts Microsoft #shorts #linux #programming #knowledge
WebKnower Intermediate 1mo ago
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ML Fundamentals
How I would learn Python programming FAST (If I could start over)
Tech With Tim Beginner 1mo ago
Managing Polars Schemas Issues & Profiling GitHub Users | Real Python Podcast #296
ML Fundamentals
Managing Polars Schemas Issues & Profiling GitHub Users | Real Python Podcast #296
Real Python Beginner 1mo ago
The Shift from Verifiable Rewards to Real-World RL #ai #podcast
ML Fundamentals
The Shift from Verifiable Rewards to Real-World RL #ai #podcast
The MAD Podcast with Matt Turck Intermediate 1mo ago
Python Type Hints Explained for FastAPI Developers
ML Fundamentals
Python Type Hints Explained for FastAPI Developers
Analytics Vidhya Beginner 1mo ago
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ML Fundamentals
Directing the future: craft and creativity in the age of AI
Google for Developers Beginner 1mo ago
Meet Dominic, the Compliance Officer and Creator of Global RADAR
ML Fundamentals
Meet Dominic, the Compliance Officer and Creator of Global RADAR
Global RADAR Beginner 1mo ago
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ML Fundamentals
AI Jargon: The B-List
AI assisted Learning Beginner 1mo ago
Match what your AI does with what users want to do
ML Fundamentals
Match what your AI does with what users want to do
Google for Developers Beginner 1mo ago
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ML Fundamentals
Introduction to Perceptron? | Deep Learning
AnuTech-CH Beginner 1mo ago
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ML Fundamentals
Machine Learning Systems Design: Accuracy vs. Business Value
K-Transfer Intermediate 1mo ago
Log Returns vs Returns Arithmétiques : Différence, Formule et Calcul
ML Fundamentals
Log Returns vs Returns Arithmétiques : Différence, Formule et Calcul
FrenchQuant Beginner 1mo ago
Computational Thinking on Learning Models
ML Fundamentals
Computational Thinking on Learning Models
Simons Institute for the Theory of Computing Beginner 1mo ago
Multi-objective Learning: An Algorithmic Toolbox for Optimal Predictions Anytime Anywhere!
ML Fundamentals
Multi-objective Learning: An Algorithmic Toolbox for Optimal Predictions Anytime Anywhere!
Simons Institute for the Theory of Computing Beginner 1mo ago
Approximately Packing Dijoins Via Nowhere-Zero Flows
ML Fundamentals
Approximately Packing Dijoins Via Nowhere-Zero Flows
Simons Institute for the Theory of Computing Beginner 1mo ago
Lightning Talks!
ML Fundamentals
Lightning Talks!
Simons Institute for the Theory of Computing Beginner 1mo ago
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ML Fundamentals
Venturing out into the world with AI
Simons Institute for the Theory of Computing Beginner 1mo ago
Unfamiliar Terrain
ML Fundamentals
Unfamiliar Terrain
Simons Institute for the Theory of Computing Beginner 1mo ago
AI and Safety
ML Fundamentals
AI and Safety
Simons Institute for the Theory of Computing Beginner 1mo ago
The Role of TCS in Understanding (AI) Consciousness
ML Fundamentals
The Role of TCS in Understanding (AI) Consciousness
Simons Institute for the Theory of Computing Beginner 1mo ago
Lecture 2: Mechanics of Sediment Transport
ML Fundamentals
Lecture 2: Mechanics of Sediment Transport
MIT OpenCourseWare Beginner 1mo ago
Linus Torvalds Built Linux Because It Was Fun #shorts #linux #programming
ML Fundamentals
Linus Torvalds Built Linux Because It Was Fun #shorts #linux #programming
WebKnower Intermediate 1mo ago
Software engineering at the tipping point
ML Fundamentals
Software engineering at the tipping point
Google for Developers Beginner 1mo ago
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