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
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Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
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ML Fundamentals
NOT USING Granite 4.1 ASR - The Fastest ASR?
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ML Fundamentals
Stanford CS153 Frontier Systems | Jensen Huang from NVIDIA on the Compute Behind Intelligence
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ML Fundamentals
PyTorch 2.12 Release Live Q&A
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ML Fundamentals
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ML Fundamentals
How to Engineer AI Inference Systems [Philip Kiely] - 766
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ML Fundamentals
Ultimate Generative AI Interview Guide 2026 | Python, ML, RAG & Agentic AI Interview Questions
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ML Fundamentals
Introducing 8th Generation TPUs: Purpose-Built for the Agentic Era
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ML Fundamentals
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ML Fundamentals
CUDA Programming for NVIDIA H100s – Comprehensive Course
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ML Fundamentals
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ML Fundamentals
Autoencoders, VAE, VQ-VAE - Explained!
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ML Fundamentals
Cohere Transcribe AI Model That Runs on Your Laptop — No API, No GPU
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ML Fundamentals ⚡ AI Lesson
Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
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ML Fundamentals ⚡ AI Lesson
The Math That Kills Trillion-Parameter AI Models
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ML Fundamentals
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
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ML Fundamentals ⚡ AI Lesson
Knowledge Distillation in Neural Networks - Explained!
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ML Fundamentals ⚡ AI Lesson
Lecture 11: Auto Regressive Models (ARM) Code: Pre training and Inference
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
TCS NQT 2026 | Programming 13 | Number Theory 05 | TCS NQT Preparation
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ML Fundamentals ⚡ AI Lesson
How AI Models Are Actually Trained (Step-by-Step)
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ML Fundamentals
11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
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ML Fundamentals
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
🔬Max Welling: Materials Underlie Everything
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ML Fundamentals
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ML Fundamentals
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ML Fundamentals ⚡ AI Lesson
Lec 23. Metrized Deep Learning
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
What is Neural Network BackPropagation ?
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
Special discussion session: the present and future of generative AI
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ML Fundamentals
State of AI - Part 3
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ML Fundamentals
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch
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ML Fundamentals
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ML Fundamentals
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ML Fundamentals
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ML Fundamentals ⚡ AI Lesson
CLIP - Explained!
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ML Fundamentals
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ML Fundamentals
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ML Fundamentals
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals ⚡ AI Lesson
DETR - Explained!
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ML Fundamentals
West Coast ML State of AI - Part 2
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