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📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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How Neural Networks Actually Work: The Perceptron Explained
ML Fundamentals ⚡ AI Lesson
How Neural Networks Actually Work: The Perceptron Explained
Insightforge | AI & Data Science Beginner 4w ago
AI is so much more than generative models
ML Fundamentals ⚡ AI Lesson
AI is so much more than generative models
Harper Carroll AI Beginner 2w ago
Quant Interview Question #quant
Mathematical Foundations ⚡ AI Lesson
Quant Interview Question #quant
quantprof Beginner 2w ago
Anomaly Detection with Rust Candle library from Hugging Face: Part 2
AI-Assisted Coding ⚡ AI Lesson
Anomaly Detection with Rust Candle library from Hugging Face: Part 2
Stephen Blum Intermediate 4w ago
Linear Regression in Rust: Part 7
ML Fundamentals ⚡ AI Lesson
Linear Regression in Rust: Part 7
Stephen Blum Beginner 2w ago
AWS AI Practitioner Practice Exam #4 — Fine-Tuning, Bias, Guardrails & Governance
AI Safety & Ethics ⚡ AI Lesson
AWS AI Practitioner Practice Exam #4 — Fine-Tuning, Bias, Guardrails & Governance
How To Center Beginner 1w ago
The Test Is Right 99% of the Time
Data Analytics & Business Intelligence ⚡ AI Lesson
The Test Is Right 99% of the Time
DataMListic Beginner 1mo ago
LLM Quantization Explained
Large Language Models ⚡ AI Lesson
LLM Quantization Explained
KodeKloud Beginner 1mo ago
Generative vs Discriminative Models - Explained
ML Fundamentals ⚡ AI Lesson
Generative vs Discriminative Models - Explained
DataMListic Beginner 2mo ago
Multi Agent System EXPLAINED
AI Agents & Automation ⚡ AI Lesson
Multi Agent System EXPLAINED
TestMu AI (Formerly LambdaTest) Beginner 2mo ago
Auditable AI Tools: Scalable Governance for Next-Gen AI Systems
AI Safety & Ethics ⚡ AI Lesson
Auditable AI Tools: Scalable Governance for Next-Gen AI Systems
QuickTech Daily Beginner 2mo ago
What exactly is a diffusion language model?
Large Language Models ⚡ AI Lesson
What exactly is a diffusion language model?
Vizuara Intermediate 2mo ago
Quant Interview Question #quant
ML Fundamentals ⚡ AI Lesson
Quant Interview Question #quant
quantprof Beginner 1mo ago
Become an AI Engineer in 2026  | Microsoft AI Engineer Program | #Shorts| #Simplilearn
Large Language Models ⚡ AI Lesson
Become an AI Engineer in 2026 | Microsoft AI Engineer Program | #Shorts| #Simplilearn
Simplilearn Intermediate 1mo ago
Your Boss Won't Buy It? Say This
Management & AI-Era Leadership ⚡ AI Lesson
Your Boss Won't Buy It? Say This
Super Data Science: ML & AI Podcast with Jon Krohn Intermediate 1mo ago
Build an AI Customer Feedback Analyzer with Python | GitHub Copilot Free | Tamil | Karthik's Show
AI-Assisted Coding ⚡ AI Lesson
Build an AI Customer Feedback Analyzer with Python | GitHub Copilot Free | Tamil | Karthik's Show
Karthik's Show Intermediate 2mo ago
Model Size and Hyperparameters Explained
ML Fundamentals ⚡ AI Lesson
Model Size and Hyperparameters Explained
KodeKloud Beginner 1mo ago
Frontier results, on device - RL Nabors, Arize
Frontend Engineering ⚡ AI Lesson
Frontier results, on device - RL Nabors, Arize
AI Engineer Intermediate 2mo ago
Loop Engineering Tutorial(2026) for Every AI Engineer
AI Agents & Automation ⚡ AI Lesson
Loop Engineering Tutorial(2026) for Every AI Engineer
Rajeev Kanth | BEPEC Beginner 2mo ago
Best Machine Learning Courses Online  | Top Online Machine Learning Courses | #Shorts | #Simplilearn
Deep Learning ⚡ AI Lesson
Best Machine Learning Courses Online | Top Online Machine Learning Courses | #Shorts | #Simplilearn
Simplilearn Intermediate 1mo ago
Important Python Concepts for Beginners | Learn Python with Examples | Python Tutorial | Intellipaat
Data Analytics & Business Intelligence ⚡ AI Lesson
Important Python Concepts for Beginners | Learn Python with Examples | Python Tutorial | Intellipaat
Intellipaat Beginner 2mo ago
How Netflix Handles Large Imbalanced Datasets | Machine Learning Case Study Explained
ML Fundamentals ⚡ AI Lesson
How Netflix Handles Large Imbalanced Datasets | Machine Learning Case Study Explained
Pavithra’s Podcast Beginner 1mo ago
Full Stack Agentic AI Course with Job Guarantee. #agenticai
AI Agents & Automation ⚡ AI Lesson
Full Stack Agentic AI Course with Job Guarantee. #agenticai
Rajeev Kanth | BEPEC Beginner 1mo ago
Why the NFL Kept Its Human Schedulers
AI Agents & Automation ⚡ AI Lesson
Why the NFL Kept Its Human Schedulers
Super Data Science: ML & AI Podcast with Jon Krohn Beginner 1mo ago
How to Open HTS Files (HTS Engine Voice)
AI Tools & Apps ⚡ AI Lesson
How to Open HTS Files (HTS Engine Voice)
File Extension Geeks Intermediate 2mo ago
We just figured out how AI actually works (J-Space)
ML Fundamentals ⚡ AI Lesson
We just figured out how AI actually works (J-Space)
Matthew Berman Advanced 2mo ago
Hands-On Large Language Models | Chapter 4: Text Classification & Sentiment Analysis
Large Language Models ⚡ AI Lesson
Hands-On Large Language Models | Chapter 4: Text Classification & Sentiment Analysis
onepagecode Intermediate 2mo ago
Reinforcement Learning : Agent, Environment, Action, Reward, Policy Simply Explained
ML Fundamentals ⚡ AI Lesson
Reinforcement Learning : Agent, Environment, Action, Reward, Policy Simply Explained
codehubgenius Beginner 2mo ago
AI/ML System Design Session 2 | Complete Guide to Machine Learning System Design
Systems Design & Architecture ⚡ AI Lesson
AI/ML System Design Session 2 | Complete Guide to Machine Learning System Design
Pavithra’s Podcast Beginner 1mo ago
4. Problem Formulation in AI | Production Systems, Control Strategies & Problem Characteristics
ML Fundamentals ⚡ AI Lesson
4. Problem Formulation in AI | Production Systems, Control Strategies & Problem Characteristics
Professor Rahul Jain Beginner 2mo ago
Machine Learning Project for Final Year Students | ML Project Idea @FameWorldEducationalHub
ML Fundamentals ⚡ AI Lesson
Machine Learning Project for Final Year Students | ML Project Idea @FameWorldEducationalHub
FAME WORLD EDUCATIONAL HUB Beginner 2mo ago
Machine Learning with Rust and Candle: Part 3
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 3
Stephen Blum Beginner 1mo ago
Terminal Heatmap UI for PyTorch Part 2
ML Fundamentals ⚡ AI Lesson
Terminal Heatmap UI for PyTorch Part 2
Stephen Blum Beginner 1mo ago
Pytorch Embedding Model Part 3
ML Fundamentals ⚡ AI Lesson
Pytorch Embedding Model Part 3
Stephen Blum Advanced 2mo ago
Bigger Models Fit Smoother, Not Harder
ML Fundamentals ⚡ AI Lesson
Bigger Models Fit Smoother, Not Harder
DataMListic Beginner 1mo ago
The Cauchy Is Symmetric and Has No Mean
ML Fundamentals ⚡ AI Lesson
The Cauchy Is Symmetric and Has No Mean
DataMListic Intermediate 1mo ago
Machine Learning Rust Candle Hugging Face Part 1
ML Fundamentals ⚡ AI Lesson
Machine Learning Rust Candle Hugging Face Part 1
Stephen Blum Beginner 1mo ago
Machine Learning Rust Candle Hugging Face Part 4
Deep Learning ⚡ AI Lesson
Machine Learning Rust Candle Hugging Face Part 4
Stephen Blum Beginner 1mo ago
What is Loop Engineering?
AI Agents & Automation ⚡ AI Lesson
What is Loop Engineering?
KodeKloud Beginner 2mo ago
Machine Learning with Rust and Candle: Part 7
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 7
Stephen Blum Beginner 1mo ago
AI Engineer  Roadmap 2026 | How To Become An AI Engineer In 2026 | SCRUM Master Skills | Simplilearn
ML Fundamentals ⚡ AI Lesson
AI Engineer Roadmap 2026 | How To Become An AI Engineer In 2026 | SCRUM Master Skills | Simplilearn
Simplilearn Beginner 1mo ago
Introduction to Machine Learning: Lesson 04
ML Fundamentals ⚡ AI Lesson
Introduction to Machine Learning: Lesson 04
Stephen Blum Beginner 2mo ago
What Are Reasoning Tokens? (The Hidden LLM Cost)
Large Language Models ⚡ AI Lesson
What Are Reasoning Tokens? (The Hidden LLM Cost)
KodeKloud Beginner 1mo ago
Type I vs Type II Error - Which Mistake Are You Choosing?
ML Fundamentals ⚡ AI Lesson
Type I vs Type II Error - Which Mistake Are You Choosing?
DataMListic Beginner 1mo ago
AI Engineer Roadmap 2026 | Become an AI Engineer from Scratch | #Shorts | #Simplilearn
ML Fundamentals ⚡ AI Lesson
AI Engineer Roadmap 2026 | Become an AI Engineer from Scratch | #Shorts | #Simplilearn
Simplilearn Advanced 1mo ago
The Pareto Distribution - The Mean Is Finite, The Variance Is Infinite
ML Fundamentals ⚡ AI Lesson
The Pareto Distribution - The Mean Is Finite, The Variance Is Infinite
DataMListic Beginner 1mo ago
Machine Learning with Rust and Candle: Part 8
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 8
Stephen Blum Beginner 1mo ago
Mechanical Engineer to AI Engineer Career Transition Roadmap(2026)
ML Fundamentals ⚡ AI Lesson
Mechanical Engineer to AI Engineer Career Transition Roadmap(2026)
Rajeev Kanth | BEPEC Beginner 1mo ago