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AI Basics with AK

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Free YouTube course · slides · homework · code

Learn the basics of AI, one episode at a time.

Short videos on Python, statistics and the ideas behind modern AI, each with the slides I teach from, homework to practise on, and the demo code. Explained simply, in plain language.

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● Latest · Season 3, Episode 15

ANOVA

Jun 11, 2026

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36Episodes
2Seasons
34Slide decks
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Pick a season

Each season builds from zero

Now airing Season 03

Introduction to Statistics

From types of data to hypothesis tests and ANOVA: the statistics every data scientist leans on, built up one idea at a time.

15 episodes · 3 with homework
Complete Season 02

Introduction to Python Programming

From your first variable to classes, threads, debugging and an end-to-end project you deploy yourself.

21 episodes · 15 with homework
Planned Season 04

Coming next

The next season is in the works. Subscribe on YouTube to hear when the first episode lands.

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Recent episodes

Episode guide →

S03 · E15

ANOVA

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S03 · E14

Degrees of Freedom

Slides
S03 · E13

Chi-Square Tests

Slides
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From the blog

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career

What Is Left for a Data Scientist When AI Writes the Code?

AI now writes the code and AutoML builds the model. What stays human for a data scientist: the DIKW climb from data to wisdom, the consulting layer…

May 2026·10 min

LLMs

Representation Models - Text Classification

How representation models turn text into numbers: what BERT is, how masked language modelling and next sentence prediction train it, and how…

Feb 2025·4 min

LLMs

Foundation Models - LLMs

What a foundation model is, explained with a restaurant's base gravy, plus how large language models and the transformer behind them work, and the…

Feb 2025·5 min

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Subscribe on YouTube for the videos, or follow the blog by RSS. For essays on psychology, culture and management, see my other site, Canvass And Analyze.

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© 2024 – 2026 Arun Koundinya Parasa · Also: Canvass And Analyze · Tidy Tuesday · Deep Learning

 

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