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
AI Math : Linear Algebra Essentials | The Mathematical & Programming Backbone | Chapter 2 - Part 1
ML Fundamentals
AI Math : Linear Algebra Essentials | The Mathematical & Programming Backbone | Chapter 2 - Part 1
Practical AI Pro Beginner 9mo ago
Unlocking the AI Career Path: Engineer vs. Machine Learning Specialist!
ML Fundamentals
Unlocking the AI Career Path: Engineer vs. Machine Learning Specialist!
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Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
ML Fundamentals
Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
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🔥 Machine Learning Types Explained Simply in Tamil
ML Fundamentals
🔥 Machine Learning Types Explained Simply in Tamil
AI Coach John (Tamil) Beginner 9mo ago
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial |  Edureka
ML Fundamentals
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
edureka! Beginner 9mo ago
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ML Fundamentals
Data Science Full Course 2026 | Data Science Tutorial | Data Science Training Course | Simplilearn
Simplilearn Beginner 9mo ago
The Real Reason Huge AI Models Actually Work [Prof. Andrew Wilson]
ML Fundamentals
The Real Reason Huge AI Models Actually Work [Prof. Andrew Wilson]
Machine Learning Street Talk Beginner 9mo ago
How you can SAVE A LOT OF TIME with Pre-trained models
ML Fundamentals ⚡ AI Lesson
How you can SAVE A LOT OF TIME with Pre-trained models
DataCamp Advanced 9mo ago
Learn PINNs (AI Neural Network) in 8 Minutes 🤯 | Must for All Engineers.
ML Fundamentals
Learn PINNs (AI Neural Network) in 8 Minutes 🤯 | Must for All Engineers.
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Inference Office Hours - Dynamo on Kubernetes
ML Fundamentals
Inference Office Hours - Dynamo on Kubernetes
NVIDIA Developer Intermediate 9mo ago
Why synthetic data isn’t enough
ML Fundamentals
Why synthetic data isn’t enough
Weights & Biases Advanced 9mo ago
Machine Learning models are HERE TO STAY
ML Fundamentals ⚡ AI Lesson
Machine Learning models are HERE TO STAY
DataCamp Advanced 9mo ago
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ML Fundamentals ⚡ AI Lesson
How to solve any maze
Veritasium Intermediate 9mo ago
All Types of Machine Learning Explained Simply With Real Business Examples
ML Fundamentals
All Types of Machine Learning Explained Simply With Real Business Examples
AIHub101 Beginner 9mo ago
What is neural network? #ai #motivation #machinelearning
ML Fundamentals
What is neural network? #ai #motivation #machinelearning
Think Why AI Beginner 9mo ago
The 4 Stages of AI That Changed the World | Introduction to AI | Chapter 1 - Part 3
ML Fundamentals
The 4 Stages of AI That Changed the World | Introduction to AI | Chapter 1 - Part 3
Practical AI Pro Beginner 9mo ago
Supervised Machine Learning Explained in 30 secs🤔
ML Fundamentals
Supervised Machine Learning Explained in 30 secs🤔
AI Coach John (Tamil) Beginner 9mo ago
3 Office Skills Nobody Teaches You 💼
ML Fundamentals
3 Office Skills Nobody Teaches You 💼
Coursera Beginner 9mo ago
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ML Fundamentals
🤯 Is Your AI Cheating?! What is Dropout & Why You Need It! 🚀
Analytics Vidhya Beginner 9mo ago
AI Is Changing the Role of Architects: Phil Bernstein on Machine Learning  | Yale Dean’s Perspective
ML Fundamentals
AI Is Changing the Role of Architects: Phil Bernstein on Machine Learning | Yale Dean’s Perspective
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Random Forest Explained with Python Code | Machine Learning Series Day 11 | Perfect for Beginners
ML Fundamentals
Random Forest Explained with Python Code | Machine Learning Series Day 11 | Perfect for Beginners
AnuTech-CH Beginner 9mo ago
Is Tech Your Dream Career? Watch This! 💻
ML Fundamentals
Is Tech Your Dream Career? Watch This! 💻
Coursera Beginner 9mo ago
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ML Fundamentals ⚡ AI Lesson
AI Explained How AI Thinks and Makes Decisions
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ML Fundamentals
Data Science for Self-Driving Cars AI Explained
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ML Fundamentals
🔥Data Analyst vs Data Scientist #shorts #simplilearn
Simplilearn Beginner 9mo ago
Object Detection from Scratch in Tamil | No-Code Deep Learning Tutorial  @AI_with_Thiru
ML Fundamentals
Object Detection from Scratch in Tamil | No-Code Deep Learning Tutorial @AI_with_Thiru
Arivi by HCL GUVI Beginner 9mo ago
Dream unlocked: I'm publishing my first book! 🎉🎉🎉
ML Fundamentals ⚡ AI Lesson
Dream unlocked: I'm publishing my first book! 🎉🎉🎉
DataSchool Beginner 9mo ago
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Voting
ML Fundamentals ⚡ AI Lesson
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Voting
Stanford Online Beginner 9mo ago
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ML Fundamentals
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Ethics
Stanford Online Beginner 9mo ago
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ML Fundamentals
Why Do Escalator Steps Have Teeth?
Veritasium Beginner 9mo ago
Random Forest | Machine Learning | Perfect for Beginners
ML Fundamentals
Random Forest | Machine Learning | Perfect for Beginners
AnuTech-CH Beginner 9mo ago
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ML Fundamentals
Lord of the Commutative Rings - Numberphile
Numberphile Beginner 9mo ago
Linear Approximation Explained | Ancient Secrets of Prediction | Linear Algebra #4
ML Fundamentals
Linear Approximation Explained | Ancient Secrets of Prediction | Linear Algebra #4
CloudxLab Official Beginner 9mo ago
"What is the difference between AI , ML and DL ?"  (#AI #ML #DL #Explained #Short )
ML Fundamentals
"What is the difference between AI , ML and DL ?" (#AI #ML #DL #Explained #Short )
AI Simply Explained Beginner 10mo ago
R-CNN - Explained!
ML Fundamentals ⚡ AI Lesson
R-CNN - Explained!
CodeEmporium Advanced 10mo ago
Machine learning | Deep learning | Gen AI | Data structures #ai #viral #tamil
ML Fundamentals
Machine learning | Deep learning | Gen AI | Data structures #ai #viral #tamil
Adi Explains Beginner 10mo ago
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ML Fundamentals
Orientation session | Let's start 21 project In 21 days ML, Deep Learning & GenAI
GeeksforGeeks Beginner 10mo ago
Autoencoders Use Cases in Tamil | Unsupervised Pretraining | Fraud Detection | Adi Explains
ML Fundamentals
Autoencoders Use Cases in Tamil | Unsupervised Pretraining | Fraud Detection | Adi Explains
Adi Explains Beginner 10mo ago
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ML Fundamentals ⚡ AI Lesson
The AI REVOLUTION has TAKEN US by STORM
DataCamp Advanced 9mo ago
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ML Fundamentals ⚡ AI Lesson
The SURPRISING POWER of PRIVATE DATA Revealed
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Don't build a (Recommendation System) Without knowing This | Complete Guide in Tamil
ML Fundamentals
Don't build a (Recommendation System) Without knowing This | Complete Guide in Tamil
AI Coach John (Tamil) Beginner 9mo ago
AI, ML, DL & Data Science Key Differences Explained!
ML Fundamentals
AI, ML, DL & Data Science Key Differences Explained!
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AI vs  ML vs  DL vs  Data Science  Explained!
ML Fundamentals
AI vs ML vs DL vs Data Science Explained!
WealthEducation Beginner 9mo ago
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 |  Human-centered Design
ML Fundamentals
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Human-centered Design
Stanford Online Beginner 9mo ago
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ML Fundamentals
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Mechanism Design
Stanford Online Beginner 9mo ago
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Preference Models
ML Fundamentals
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Preference Models
Stanford Online Beginner 9mo ago
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ML Fundamentals
Stanford CS329H: Machine Learning from Human Preferences | Autumn 2024 | Introduction
Stanford Online Beginner 9mo ago
Climbing the Code Ladder: Mapping Your Software Engineering Career Path
ML Fundamentals
Climbing the Code Ladder: Mapping Your Software Engineering Career Path
Coursera Beginner 9mo ago
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