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
Causation vs Correlation | The Most Confused Concept in Data Science
ML Fundamentals
Causation vs Correlation | The Most Confused Concept in Data Science
AI For Beginners Beginner 6mo ago
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ML Fundamentals
What Is an Autoencoder? (Deep Learning’s Secret Trick to Compress & Rebuild Data)
flowindata Beginner 6mo ago
The Anti-Knight Killer Sudoku - Numberphile
ML Fundamentals
The Anti-Knight Killer Sudoku - Numberphile
Numberphile Beginner 6mo ago
What Does an AI Ops Engineer Do? | Role, Responsibilities, and Skills #shorts #simplilearn
ML Fundamentals
What Does an AI Ops Engineer Do? | Role, Responsibilities, and Skills #shorts #simplilearn
Simplilearn Beginner 6mo ago
Class 27 Video: Feature Extraction and Machine Learning
ML Fundamentals ⚡ AI Lesson
Class 27 Video: Feature Extraction and Machine Learning
MIT OpenCourseWare Beginner 6mo ago
Video 29a: Feature Extraction and Machine Learning (III): Artificial Intelligence
ML Fundamentals
Video 29a: Feature Extraction and Machine Learning (III): Artificial Intelligence
MIT OpenCourseWare Beginner 6mo ago
Python for Data Science #3: OOP, Inheritence, Polymorphism, Constructors
ML Fundamentals
Python for Data Science #3: OOP, Inheritence, Polymorphism, Constructors
Analytics Vidhya Beginner 6mo ago
Learn Machine Learning And Deep Learning The Easy Way #shorts #ml #ai #beginners #tutorial #coding
ML Fundamentals
Learn Machine Learning And Deep Learning The Easy Way #shorts #ml #ai #beginners #tutorial #coding
WebKnower Beginner 6mo ago
Driving Transformation at Navy Federal Credit Union | Data + AI Executive Series
ML Fundamentals ⚡ AI Lesson
Driving Transformation at Navy Federal Credit Union | Data + AI Executive Series
Databricks Beginner 6mo ago
The #1 Machine Learning Course for Complete Beginners | Start Your AI Journey
ML Fundamentals
The #1 Machine Learning Course for Complete Beginners | Start Your AI Journey
Coursera Beginner 6mo ago
Career Change at 40? Watch This First! 🚀
ML Fundamentals
Career Change at 40? Watch This First! 🚀
Coursera Beginner 6mo ago
What is LSTM? | LSTM Explained in Tamil | Deep Learning Tamil Tutorial for Beginners | Adi Explains
ML Fundamentals
What is LSTM? | LSTM Explained in Tamil | Deep Learning Tamil Tutorial for Beginners | Adi Explains
Adi Explains Beginner 6mo ago
What is Docker? 🔥 Explained in Tamil | Why Every Developer Needs It | Full Tutorial + Demo!
ML Fundamentals
What is Docker? 🔥 Explained in Tamil | Why Every Developer Needs It | Full Tutorial + Demo!
Arivi by HCL GUVI Beginner 6mo ago
Channeling my Inner Steve Irwin 🤠 Nature Break with Mandy & Swallowtail 🐛
ML Fundamentals ⚡ AI Lesson
Channeling my Inner Steve Irwin 🤠 Nature Break with Mandy & Swallowtail 🐛
deeplizard Beginner 6mo ago
Machine Learning Full Course 2026 | Machine Learning Tutorial | Machine Learning Roadmap | Edureka
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ML Fundamentals ⚡ AI Lesson
Machine Learning Full Course 2026 | Machine Learning Tutorial | Machine Learning Roadmap | Edureka
edureka! Beginner 6mo ago
Network Layers Model (Networking Basics) - Computerphile
ML Fundamentals ⚡ AI Lesson
Network Layers Model (Networking Basics) - Computerphile
Computerphile Beginner 6mo ago
How AI Will Impact Jobs by 2026 | The Future of Jobs in AI #shorts #simplilearn
ML Fundamentals
How AI Will Impact Jobs by 2026 | The Future of Jobs in AI #shorts #simplilearn
Simplilearn Beginner 6mo ago
How Much Math Do You Need for AI?
ML Fundamentals
How Much Math Do You Need for AI?
Jean Lee Beginner 6mo ago
Which tech skill are you choosing? Comment your pick! 💬  #TechTrends #learntocode
ML Fundamentals
Which tech skill are you choosing? Comment your pick! 💬 #TechTrends #learntocode
CydexCode Beginner 6mo ago
ML Project Life Cycle in a Nutshell!
ML Fundamentals
ML Project Life Cycle in a Nutshell!
codebasics Beginner 6mo ago
RNN in Tamil | Deep Learning in Tamil | Vanishing Gradient | Exploding Gradient | Adi Explains
ML Fundamentals
RNN in Tamil | Deep Learning in Tamil | Vanishing Gradient | Exploding Gradient | Adi Explains
Adi Explains Beginner 6mo ago
Python for Data Science #2: Numbers, Strings and Functions
ML Fundamentals ⚡ AI Lesson
Python for Data Science #2: Numbers, Strings and Functions
Analytics Vidhya Beginner 6mo ago
How to Learn The Math for Machine Learning and AI
ML Fundamentals
How to Learn The Math for Machine Learning and AI
Jean Lee Beginner 6mo ago
Data Science as a Service | Kumo AI Full Walkthrough
ML Fundamentals ⚡ AI Lesson
Data Science as a Service | Kumo AI Full Walkthrough
James Briggs Beginner 6mo ago
The Secret of the Raffle Function (epic proof) - Numberphile
ML Fundamentals
The Secret of the Raffle Function (epic proof) - Numberphile
Numberphile Beginner 6mo ago
Became (AI Product Owner 🔥) with 9 years of Non-IT Work Experience: how?
ML Fundamentals
Became (AI Product Owner 🔥) with 9 years of Non-IT Work Experience: how?
AI Coach John (Tamil) Beginner 6mo ago
Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning
ML Fundamentals
Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning
Stanford Online Beginner 6mo ago
AI Learns to Sumo Wrestle (deep reinforcement learning)
ML Fundamentals ⚡ AI Lesson
AI Learns to Sumo Wrestle (deep reinforcement learning)
AI Warehouse Beginner 6mo ago
Unitree G1 Security Disaster
ML Fundamentals ⚡ AI Lesson
Unitree G1 Security Disaster
Sentdex Beginner 6mo ago
MCP vs RAG Explained in Tamil: What’s the Difference in Simple Terms? | Karthik's Show
ML Fundamentals ⚡ AI Lesson
MCP vs RAG Explained in Tamil: What’s the Difference in Simple Terms? | Karthik's Show
Karthik's Show Beginner 6mo ago
Do you know the Role of Algorithms in Automation? (Explained with Real Examples)
ML Fundamentals
Do you know the Role of Algorithms in Automation? (Explained with Real Examples)
flowindata Beginner 6mo ago
Quantum AI Explained in Tamil | The Future of Artificial Intelligence | Karthik's Show
ML Fundamentals ⚡ AI Lesson
Quantum AI Explained in Tamil | The Future of Artificial Intelligence | Karthik's Show
Karthik's Show Beginner 7mo ago
🔥 Machine Learning Types Explained Simply in Tamil
ML Fundamentals
🔥 Machine Learning Types Explained Simply in Tamil
AI Coach John (Tamil) Beginner 7mo ago
Rehana Al Soltane - Education in the Age of AI
ML Fundamentals ⚡ AI Lesson
Rehana Al Soltane - Education in the Age of AI
Cohere Beginner 7mo ago
HyperLogLog Hit Counter - Computerphile
ML Fundamentals ⚡ AI Lesson
HyperLogLog Hit Counter - Computerphile
Computerphile Beginner 7mo 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.
Arivi by HCL GUVI Beginner 7mo ago
Support Vector Machine RBF | When Linear Kernels Fail, RBF Succeeds
ML Fundamentals
Support Vector Machine RBF | When Linear Kernels Fail, RBF Succeeds
Coursera Beginner 6mo ago
How Support Vectors Define Decision Boundaries
ML Fundamentals
How Support Vectors Define Decision Boundaries
Coursera Beginner 6mo ago
Random Forest Tutorial | Why 100 Trees Beat 1 Tree
ML Fundamentals
Random Forest Tutorial | Why 100 Trees Beat 1 Tree
Coursera Beginner 6mo ago
🤯 ML Beginners, STOP! The 3 Mistakes That Will Destroy Your Career! 🚀
ML Fundamentals
🤯 ML Beginners, STOP! The 3 Mistakes That Will Destroy Your Career! 🚀
Analytics Vidhya Beginner 6mo ago
🔥Generative AI Engineer Salary in 2026 | How Much Do Gen AI Experts Earn? #Shorts  #simplilearn
ML Fundamentals
🔥Generative AI Engineer Salary in 2026 | How Much Do Gen AI Experts Earn? #Shorts #simplilearn
Simplilearn Beginner 6mo ago
How to Evaluate Classification Models | Confusion Matrix & AUC Analysis
ML Fundamentals
How to Evaluate Classification Models | Confusion Matrix & AUC Analysis
Coursera Beginner 6mo ago
PCA Explained in Simple Words | Machine Learning Made Easy
ML Fundamentals ⚡ AI Lesson
PCA Explained in Simple Words | Machine Learning Made Easy
Analytics Vidhya Beginner 6mo ago
2016502858579884466176 - Numberphile
ML Fundamentals
2016502858579884466176 - Numberphile
Numberphile Beginner 6mo ago
🔥Machine Learning Engineer Salary : What You Can Earn  #shorts #simplilearn
ML Fundamentals
🔥Machine Learning Engineer Salary : What You Can Earn #shorts #simplilearn
Simplilearn Beginner 6mo ago
🔥Salary of a Machine Learning Engineer | How Much Can You Earn in ML? #shorts #simplilearn
ML Fundamentals
🔥Salary of a Machine Learning Engineer | How Much Can You Earn in ML? #shorts #simplilearn
Simplilearn Beginner 7mo ago
Tech Workers Will Now Face The $100K H-1B Shock
ML Fundamentals
Tech Workers Will Now Face The $100K H-1B Shock
Jean Lee Beginner 7mo ago
TensorFlow Full Course 2026 | TensorFlow Tutorial for Beginners | TensorFlow Course| Simplilearn
ML Fundamentals
TensorFlow Full Course 2026 | TensorFlow Tutorial for Beginners | TensorFlow Course| Simplilearn
Simplilearn Beginner 7mo ago
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