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
5 Things Every 20-Year-Old Must Do in the Age of AI 🚀
ML Fundamentals
5 Things Every 20-Year-Old Must Do in the Age of AI 🚀
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ML Fundamentals ⚡ AI Lesson
Backpropagation: Mastering AI Predictions and Training Models
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ML Fundamentals
Use of AI in Claims Processing | #ClaimClarity
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ML Fundamentals
"What is the difference between Machine Learning and Deep Learning?" (#AI #ML #DL #Short Video)
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ML Fundamentals
Flashcards can teach you more than you think… #ai #motivation #artificialintelligencemodel #llm
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How Generative AI Video Works - Computerphile
ML Fundamentals ⚡ AI Lesson
How Generative AI Video Works - Computerphile
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ML Fundamentals
What is Machine Learning? Your 2025 Guide to the AI Revolution
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🔥Top 3 AI Skills to Master in 2026 #shorts #simplilearn
ML Fundamentals
🔥Top 3 AI Skills to Master in 2026 #shorts #simplilearn
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ML Fundamentals
GitDocify: Turn Any GitHub Repo into Docs Instantly 🚀
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ML Fundamentals
Neural Networks Explained Without Math: How AI Actually Learns
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ML Fundamentals ⚡ AI Lesson
"We're building a KNOWLEDGE GRAPH with all the information we have"
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Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 1: Introduction
ML Fundamentals
Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 1: Introduction
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ML Fundamentals ⚡ AI Lesson
Stanford CS231N | Spring 2025 | Lecture 4: Neural Networks and Backpropagation
Stanford Online Beginner 10mo ago
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ML Fundamentals
How She Became a Machine Learning Engineer Without a CS Degree
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Lecture 19: Fundamental Theorem of Calculus
ML Fundamentals
Lecture 19: Fundamental Theorem of Calculus
MIT OpenCourseWare Intermediate 10mo ago
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ML Fundamentals ⚡ AI Lesson
Can AI Treat Patients BETTER than Humans?
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ML Fundamentals
Postra's Linear Algebra Accelerator
Latent Space Intermediate 10mo ago
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ML Fundamentals ⚡ AI Lesson
Linear Algebra Timeless in AI
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"What is Deep Learning?" (#AI #Artificial Intelligence #DL #Explained #Short #Deep Learning )
ML Fundamentals
"What is Deep Learning?" (#AI #Artificial Intelligence #DL #Explained #Short #Deep Learning )
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ML Fundamentals ⚡ AI Lesson
Developer Productivity
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ML Fundamentals ⚡ AI Lesson
Eco-aware GNN Recommenders
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ML Fundamentals ⚡ AI Lesson
AI Learns Red Light Green Light (reinforcement learning)
AI Warehouse Beginner 10mo ago
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ML Fundamentals
(DATA SCIENTIST in 4 Months 😱) - How? | Podcast with AI Coach John
AI Coach John (Tamil) Beginner 10mo ago
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ML Fundamentals ⚡ AI Lesson
This is my AI setup to write software as a professional engineer.
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ML Fundamentals
Turn Your Epic Games Certificate Into These Jobs! 🎮
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ML Fundamentals
Logistic Regression | Easy Machine Learning Tutorial
AnuTech-CH Beginner 10mo ago
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ML Fundamentals
Enhancing Neural Networks with Logic Based Rules | Machine Learning | Community Webinar
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ML Fundamentals
12 or 50? - All about AI -This Video Will Change Your Mind About Starting AI Today!
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ML Fundamentals
What is AI | MACHINE LEARNING - DATA SCIENCE - DEEP LEARNING explained in 5 minutes
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ML Fundamentals
AI in Fraud Detection: Enhancing Security and Operational Efficiency.
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ML Fundamentals
A First Timer's Guide to the Office: 5 Office Dress Code Tips (No More Stress!) ✨
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ML Fundamentals
Prepare This Answer Before Any Tech Interview
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ML Fundamentals
Questions on Stack Overflow These Days
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ML Fundamentals
What Are Embeddings? | Easy Explanation for Machine Learning & AI #Shorts #GfG #Embedding
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ML Fundamentals
5 Levels to Master Data Science | How to Master Data Science in 5 Simple Levels
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ML Fundamentals
Machine Learning Algorithm #machinelearning #ai #unsupervisedlearning #education
AnuTech-CH Beginner 10mo ago
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ML Fundamentals
AI Episode 10 | Adversarial Search in AI | Minimax Algorithm & Alpha-Beta Pruning Explained
The Explain Lab Beginner 10mo ago
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ML Fundamentals
Visualizing Decision Trees: The Ultimate Guide
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Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 15: 3D Vision
ML Fundamentals
Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 15: 3D Vision
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ML Fundamentals ⚡ AI Lesson
Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 16: Vision and Language
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ML Fundamentals
Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 17: Robot Learning
Stanford Online Beginner 10mo ago
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ML Fundamentals ⚡ AI Lesson
Stanford CS231N Deep Learning for Computer Vision | Spring 2025 | Lecture 18: Human-Centered AI
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ML Fundamentals ⚡ AI Lesson
Can AI Really Predict Patient Outcomes Better Than Doctors?
DataCamp Beginner 10mo ago
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ML Fundamentals
The Secret Behind AI: Gradient Descent Explained in 60 Seconds!
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Why Learning Rate Matters in Machine Learning 🚀
ML Fundamentals
Why Learning Rate Matters in Machine Learning 🚀
Analytics Vidhya Beginner 10mo ago
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ML Fundamentals
"What is Machine Learning?" ( #AI #Artificial Intelligence #ML #Short #Machine Learning #Explained )
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ML Fundamentals ⚡ AI Lesson
Can we CREATE an AI DOCTOR? Professor Aldo Faisal
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ML Fundamentals
Overfitting vs Underfitting Explained in 60 Seconds!
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📚 Continue on Coursera External links · Free to audit
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