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
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 5mo ago
The Lifecycle of a Jupyter Environment: From Exploration To Production-Grade Pipelines - Dawn Wages
ML Fundamentals ⚡ AI Lesson
The Lifecycle of a Jupyter Environment: From Exploration To Production-Grade Pipelines - Dawn Wages
JupyterCon Beginner 5mo 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 5mo 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 5mo ago
YOLO - Explained!
ML Fundamentals ⚡ AI Lesson
YOLO - Explained!
CodeEmporium Advanced 5mo ago
What is Python?
ML Fundamentals
What is Python?
Guru99 Beginner 5mo ago
The #1 Mistake You're Making with Automation | Don't Jump to the Finish Line
ML Fundamentals
The #1 Mistake You're Making with Automation | Don't Jump to the Finish Line
Zapier Beginner 5mo ago
Data Teams Don’t Need Sides, They Need Support
ML Fundamentals
Data Teams Don’t Need Sides, They Need Support
MLOps.community Intermediate 5mo 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 5mo 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 5mo 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 5mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L3: Model and UI & Swift Type System
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L3: Model and UI & Swift Type System
Stanford Online Intermediate 5mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L2: Code Breaker App
ML Fundamentals ⚡ AI Lesson
Stanford CS193p: iOS Development with SwiftUI | 2025 | L2: Code Breaker App
Stanford Online Intermediate 5mo ago
The PyTorch for Deep Learning Professional Certificate is live
ML Fundamentals
The PyTorch for Deep Learning Professional Certificate is live
DeepLearningAI Advanced 5mo ago
Webinar: AI and the future of impact finance - what is at stake?
ML Fundamentals ⚡ AI Lesson
Webinar: AI and the future of impact finance - what is at stake?
Saïd Business School, University of Oxford Advanced 5mo ago
Top 5 Skills Every Engineer Should learn in 2026 | High Paying SkillsTo Learn In 2026 | Simplilearn
ML Fundamentals
Top 5 Skills Every Engineer Should learn in 2026 | High Paying SkillsTo Learn In 2026 | Simplilearn
Simplilearn Beginner 5mo ago
Discrete Mathematics Course for Beginners
ML Fundamentals ⚡ AI Lesson
Discrete Mathematics Course for Beginners
freeCodeCamp.org Beginner 5mo ago
Complete Machine Learning Course in Malayalam | Learn ML Step-by-Step
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ML Fundamentals ⚡ AI Lesson
Complete Machine Learning Course in Malayalam | Learn ML Step-by-Step
Entri Coding മലയാളം Beginner 5mo ago
AI workload storage options
ML Fundamentals ⚡ AI Lesson
AI workload storage options
Google Cloud Tech Beginner 5mo ago
Python Skills You NEED Before Machine Learning
ML Fundamentals ⚡ AI Lesson
Python Skills You NEED Before Machine Learning
Tech With Tim Beginner 5mo ago
How Sema Balances Work & Learning
ML Fundamentals
How Sema Balances Work & Learning
Coursera Beginner 5mo ago
The Real Story of Calculus - Numberphile
ML Fundamentals
The Real Story of Calculus - Numberphile
Numberphile Beginner 5mo ago
Python Function Levels
ML Fundamentals
Python Function Levels
Coursera Beginner 5mo 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 5mo 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 5mo 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 5mo 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 5mo ago
Open Source Contribution = Standout in the Job Market
ML Fundamentals
Open Source Contribution = Standout in the Job Market
codebasics Beginner 5mo ago
Stop Fighting with Kubernetes! Scale Python to 1000s of Machines with Coiled
ML Fundamentals ⚡ AI Lesson
Stop Fighting with Kubernetes! Scale Python to 1000s of Machines with Coiled
Krish Naik Beginner 5mo ago
Databricks Asset Bundles
ML Fundamentals ⚡ AI Lesson
Databricks Asset Bundles
Databricks Intermediate 5mo ago
Flywheel drives privacy-enhanced measurement using AMC on AWS Clean Rooms | Amazon Web Services
ML Fundamentals
Flywheel drives privacy-enhanced measurement using AMC on AWS Clean Rooms | Amazon Web Services
Amazon Web Services Advanced 5mo ago
Pacvue optimizes e-commerce data insights using AMC on AWS Clean Rooms | Amazon Web Services
ML Fundamentals ⚡ AI Lesson
Pacvue optimizes e-commerce data insights using AMC on AWS Clean Rooms | Amazon Web Services
Amazon Web Services Advanced 5mo ago
AI Engineering: A Realistic Roadmap for Beginners
ML Fundamentals
AI Engineering: A Realistic Roadmap for Beginners
Jean Lee Beginner 5mo ago
How Ethernet Sends Data - Computerphile
ML Fundamentals ⚡ AI Lesson
How Ethernet Sends Data - Computerphile
Computerphile Beginner 5mo ago
AI Doctor? How IBM Watson Changed Disease Diagnosis! 🧠⚕️
ML Fundamentals
AI Doctor? How IBM Watson Changed Disease Diagnosis! 🧠⚕️
Arivi by HCL GUVI Beginner 5mo ago
Keynote: Robot Foundation Models - Sergey Levine
ML Fundamentals
Keynote: Robot Foundation Models - Sergey Levine
PyTorch Beginner 5mo ago
Keynote: Enabling PyTorch’s Thousand Ops for Software First Silicon Design - Andrew Ling
ML Fundamentals
Keynote: Enabling PyTorch’s Thousand Ops for Software First Silicon Design - Andrew Ling
PyTorch Beginner 5mo 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 5mo ago
Stanford Webinar - AI Safety
ML Fundamentals
Stanford Webinar - AI Safety
Stanford Online Beginner 5mo 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 5mo ago
The Impact of Online Learning
ML Fundamentals
The Impact of Online Learning
Coursera Beginner 5mo ago
Setting Learning Goals That Matter
ML Fundamentals
Setting Learning Goals That Matter
Coursera Beginner 5mo ago
Learn Computer Science Machine Learning And Leetcode #shorts #ml #leetcode #learn #computerscience
ML Fundamentals
Learn Computer Science Machine Learning And Leetcode #shorts #ml #leetcode #learn #computerscience
WebKnower Beginner 5mo ago
PyTorch vs TensorFlow — Which Should YOU Learn in 2025? ⚡🤖
ML Fundamentals ⚡ AI Lesson
PyTorch vs TensorFlow — Which Should YOU Learn in 2025? ⚡🤖
Analytics Vidhya Beginner 5mo ago
AI vs ML vs DL vs Data Science — What’s the Real Difference? 🤯
ML Fundamentals ⚡ AI Lesson
AI vs ML vs DL vs Data Science — What’s the Real Difference? 🤯
Analytics Vidhya Beginner 5mo ago
The REAL Reason You're Not Getting Hired 💡
ML Fundamentals
The REAL Reason You're Not Getting Hired 💡
Coursera Beginner 5mo ago
Learn DSA Machine Learning And Python As A Beginner #shorts #coding #python #ml #computerscience
ML Fundamentals ⚡ AI Lesson
Learn DSA Machine Learning And Python As A Beginner #shorts #coding #python #ml #computerscience
WebKnower Beginner 5mo ago
Sponsored Session: Lightning Talk: Improving Drug Discovery with Machine Learning... - Simon Axelrod
ML Fundamentals ⚡ AI Lesson
Sponsored Session: Lightning Talk: Improving Drug Discovery with Machine Learning... - Simon Axelrod
PyTorch Beginner 5mo ago
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Generative Deep Learning with TensorFlow
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Generative Deep Learning with TensorFlow
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Optimize Deep Learning: Tune PyTorch Models
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Optimize Deep Learning: Tune PyTorch Models
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