🎬 Learning Hub

AI & MLOps
Video Library

Handpicked deep dives, lectures, and tutorials on LLMs, neural networks, MLOps, and modern AI engineering — the videos that shaped how I think and build.

🧠 LLMs & Language Models

From how transformers work to building GPT from scratch — essential viewing for anyone working with modern AI.

Deep Dive into LLMs
Deep Dive
Andrej Karpathy
Deep Dive into LLMs like ChatGPT (2025)
3h 37mBeginner–Intermediate
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Intro to LLMs
Intro
Andrej Karpathy
Intro to Large Language Models
1hBeginner
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Build GPT from Scratch
Build-Along
Andrej Karpathy
Let's Build GPT from Scratch
1h 57mAdvanced
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📐 Neural Networks & Math

Build intuition from the ground up — gradient descent, backprop, and attention visualised beautifully.

Attention in Transformers
Core Concept
3Blue1Brown
Attention in Transformers, Visually Explained
27mIntermediate
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But what is a Neural Network?
Foundations
3Blue1Brown
But what is a Neural Network?
19mBeginner
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Gradient Descent
Core Concept
3Blue1Brown
Gradient Descent, How Neural Networks Learn
21mBeginner
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⚙️ MLOps & Production AI

Deploy, monitor, and scale ML systems in the real world — pipelines, infra, and best practices.

MLOps Explained
Overview
Google Cloud
MLOps Explained — From Model to Production
32mIntermediate
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Kubeflow Pipelines
Hands-On
Kubeflow
Kubeflow Pipelines — End-to-End ML Workflow
45mAdvanced
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Apache Airflow Tutorial
Tutorial
Data with Zach
Apache Airflow Full Tutorial — Data Pipelines
1h 12mIntermediate
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