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
Error Handling(Preparing for Failure)
ML Fundamentals
Error Handling(Preparing for Failure)
Next Gen Synthetix Intermediate 7mo ago
Version Control(Never Lose Your Work)
ML Fundamentals
Version Control(Never Lose Your Work)
Next Gen Synthetix Beginner 7mo ago
Example of Naive Bayes in Python | Machine Learning Series | Day 19
ML Fundamentals
Example of Naive Bayes in Python | Machine Learning Series | Day 19
AnuTech-CH Beginner 7mo ago
Learn AI Machine Learning Gen AI And Deep Learning #shorts #ai #ml #deeplearning #coding #tutorial
ML Fundamentals
Learn AI Machine Learning Gen AI And Deep Learning #shorts #ai #ml #deeplearning #coding #tutorial
WebKnower Beginner 7mo ago
8 Upgrades for the REV Starter Bot (FTC Decode)
ML Fundamentals
8 Upgrades for the REV Starter Bot (FTC Decode)
Creator Academy Australia Beginner 7mo ago
AI Learns to Race Hurdles (deep reinforcement learning)
ML Fundamentals ⚡ AI Lesson
AI Learns to Race Hurdles (deep reinforcement learning)
AI Warehouse Beginner 7mo ago
Pratyush Maini  - Proactive Provenance in Foundation Models  Preparing for Two Regulatory Futures
ML Fundamentals ⚡ AI Lesson
Pratyush Maini - Proactive Provenance in Foundation Models Preparing for Two Regulatory Futures
Cohere Advanced 7mo ago
Mask R-CNN - Explained!
ML Fundamentals ⚡ AI Lesson
Mask R-CNN - Explained!
CodeEmporium Advanced 7mo ago
Batch vs Mini-Batch vs Stochastic Gradient Descent Explained | Deep Learning 9
ML Fundamentals
Batch vs Mini-Batch vs Stochastic Gradient Descent Explained | Deep Learning 9
ByteQuest Beginner 7mo ago
Learn Machine Learning Like a GENIUS and Not Waste Time
10:33
ML Fundamentals ⚡ AI Lesson
Learn Machine Learning Like a GENIUS and Not Waste Time
Sahil & Sarra Beginner 7mo ago
K-Means Clustering in 2 Minutes | Machine Learning for Beginners
ML Fundamentals
K-Means Clustering in 2 Minutes | Machine Learning for Beginners
ThinkTech Beginner 7mo ago
Real-time video upscaling using CNNs and WebGPU
ML Fundamentals ⚡ AI Lesson
Real-time video upscaling using CNNs and WebGPU
Chrome for Developers Beginner 7mo ago
The AI for Good Specialization is Now Available at DeepLearning.AI
ML Fundamentals ⚡ AI Lesson
The AI for Good Specialization is Now Available at DeepLearning.AI
DeepLearningAI Intermediate 7mo ago
Machine Learning Specialization by DeepLearning.AI
ML Fundamentals
Machine Learning Specialization by DeepLearning.AI
DeepLearningAI Beginner 7mo ago
Path Planning for Robotics - Computerphile
ML Fundamentals ⚡ AI Lesson
Path Planning for Robotics - Computerphile
Computerphile Intermediate 7mo ago
AI Career Opportunities: Explore Lucrative Roles in the AI Industry #shorts #simplilearn
ML Fundamentals
AI Career Opportunities: Explore Lucrative Roles in the AI Industry #shorts #simplilearn
Simplilearn Beginner 7mo ago
Python Concepts And Machine Learning For Beginners #shorts #python #coding #learn #machinelearning
ML Fundamentals
Python Concepts And Machine Learning For Beginners #shorts #python #coding #learn #machinelearning
WebKnower Beginner 7mo ago
Naive Bayes Explained Simply | Machine Learning Series | Day 18
ML Fundamentals
Naive Bayes Explained Simply | Machine Learning Series | Day 18
AnuTech-CH Beginner 7mo ago
Return of the Calculator Unboxing - Numberphile
ML Fundamentals
Return of the Calculator Unboxing - Numberphile
Numberphile Beginner 7mo ago
Quant Trading Accelerator - Part 5: Statistical Edge
ML Fundamentals
Quant Trading Accelerator - Part 5: Statistical Edge
MemLabs Advanced 7mo ago
“Share” Gets Real: Live Collaboration and Publishing for Jupyter Notebooks - S. Achar & Z. Sailer
ML Fundamentals
“Share” Gets Real: Live Collaboration and Publishing for Jupyter Notebooks - S. Achar & Z. Sailer
JupyterCon Intermediate 7mo ago
Explainable AI Using SHAP, LIME, GINI, and Permutation Feature Importance - D. Datta & S. Ray
ML Fundamentals
Explainable AI Using SHAP, LIME, GINI, and Permutation Feature Importance - D. Datta & S. Ray
JupyterCon Beginner 7mo ago
I Built a Game in Minutes with AI — Meet Gambo!
ML Fundamentals ⚡ AI Lesson
I Built a Game in Minutes with AI — Meet Gambo!
Analytics Vidhya Intermediate 7mo ago
Types of RAG in AI Explained in Tamil | Powerful Types of RAG You MUST Know! | Karthik's Show
ML Fundamentals
Types of RAG in AI Explained in Tamil | Powerful Types of RAG You MUST Know! | Karthik's Show
Karthik's Show Beginner 7mo ago
Data Teams Don’t Need Sides, They Need Support
ML Fundamentals
Data Teams Don’t Need Sides, They Need Support
MLOps.community Intermediate 7mo ago
Team 31243 Phoenix Tech FTC ​⁠Decode @FirstAustralia @FIRSTTechChallenge @REVrobotics
ML Fundamentals
Team 31243 Phoenix Tech FTC ​⁠Decode @FirstAustralia @FIRSTTechChallenge @REVrobotics
Creator Academy Australia Intermediate 7mo ago
AI Will Take 95% of Your Job… But THIS 5% Saves Your Career!
ML Fundamentals ⚡ AI Lesson
AI Will Take 95% of Your Job… But THIS 5% Saves Your Career!
Analytics Vidhya Intermediate 7mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L1: Intro to Xcode and SwiftUI
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L1: Intro to Xcode and SwiftUI
Stanford Online Beginner 7mo ago
Stanford Webinar - AI Safety
ML Fundamentals
Stanford Webinar - AI Safety
Stanford Online Beginner 7mo ago
Complete Machine Learning Course in Malayalam | Learn ML Step-by-Step
2:09:37
ML Fundamentals ⚡ AI Lesson
Complete Machine Learning Course in Malayalam | Learn ML Step-by-Step
Entri Coding മലയാളം Beginner 7mo ago
AI workload storage options
ML Fundamentals ⚡ AI Lesson
AI workload storage options
Google Cloud Tech Beginner 7mo ago
Python Skills You NEED Before Machine Learning
ML Fundamentals ⚡ AI Lesson
Python Skills You NEED Before Machine Learning
Tech With Tim Beginner 7mo ago
Google Veo 3 | 3 Game-Changing Features You Must See | #shorts #simplilearn
ML Fundamentals
Google Veo 3 | 3 Game-Changing Features You Must See | #shorts #simplilearn
Simplilearn Advanced 7mo ago
The Real Story of Calculus - Numberphile
ML Fundamentals
The Real Story of Calculus - Numberphile
Numberphile Beginner 7mo ago
Python Function Levels
ML Fundamentals
Python Function Levels
Coursera Beginner 7mo ago
The Impact of Online Learning
ML Fundamentals
The Impact of Online Learning
Coursera Beginner 7mo ago
SOLID Principles Explained Simply | Write Better Object-Oriented Code | Tamil | Karthik's Show
ML Fundamentals
SOLID Principles Explained Simply | Write Better Object-Oriented Code | Tamil | Karthik's Show
Karthik's Show Beginner 7mo ago
Gradient Descent Explained Simply! | How AI Learns Step by Step
ML Fundamentals
Gradient Descent Explained Simply! | How AI Learns Step by Step
FutureSeed AI Beginner 7mo ago
Data Science using AI on Supply Chain Data
ML Fundamentals
Data Science using AI on Supply Chain Data
CloudxLab Official Intermediate 8mo ago
Throughput Is Not All You Need and more
ML Fundamentals ⚡ AI Lesson
Throughput Is Not All You Need and more
West Coast Machine Learning Advanced 8mo ago
From ads to films: Creating with code | TechCrunch Disrupt 2025
ML Fundamentals
From ads to films: Creating with code | TechCrunch Disrupt 2025
TechCrunch Beginner 8mo ago
Causal Portfolio Optimization with Alejandro Rodriguez Domínguez #finance #trading #investing
ML Fundamentals
Causal Portfolio Optimization with Alejandro Rodriguez Domínguez #finance #trading #investing
Quantopian Advanced 8mo ago
Big updates to mlflow 3.0
ML Fundamentals
Big updates to mlflow 3.0
MLOps.community Beginner 8mo ago
Big-O Notation
ML Fundamentals
Big-O Notation
Next Gen Synthetix Advanced 7mo ago
Memory Leaks
ML Fundamentals
Memory Leaks
Next Gen Synthetix Intermediate 7mo ago
How To Start Coding And Python With ML Projects #shorts #python #coding #ml #project #jobs #learn
ML Fundamentals
How To Start Coding And Python With ML Projects #shorts #python #coding #ml #project #jobs #learn
WebKnower Beginner 7mo ago
Python Machine Learning And GitHub Basics For Beginners #shorts #ml #python #github #coding #learn
ML Fundamentals ⚡ AI Lesson
Python Machine Learning And GitHub Basics For Beginners #shorts #ml #python #github #coding #learn
WebKnower Beginner 7mo ago
Python for Data Science #4: Mastering NumPy and Pandas for Data Manipulation
ML Fundamentals
Python for Data Science #4: Mastering NumPy and Pandas for Data Manipulation
Analytics Vidhya Beginner 7mo ago
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Apply R Techniques for Telecom Customer Churn Prediction
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AI Foundations with Python: Build & Visualize
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