Evil Works

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383 videos

From a team who spent far too long cleaning messy data comes a cunning plan: to reinvent data science. While the AI explosion has everyone hyped about data s...

Latest Videos

Your Jupyter Notebook CAN’T be Production - Part 1

Don't Let Text Data Blow Up Your Model. TF-IDF and Truncated SVD Tutorial

Stop Writing Bad Data Science Code

How does a computer see hair (Image Processing for Data Science)

I Built a Terrible Model on Purpose. Here's What Fixed It. (Feature Engineering)

How do you differentiate code Automatic Differentiation (AAD) Walkthrough

Live Data Science Walkthrough Making Google Trends Data Usable

Why Your Model Fails in Production (Domain Knowledge Matters)

Dijkstra’s Algorithm Tutorial with The Simpsons

What is incremental Computing The Data Science Game Changer

How to Grow A Data Science Career - The Evil Works Podcast Episode 2

How to Actually Use ChatGPT

Vibe coding, LLM's and Scraping - The Evil Works Podcast Episode 1

WTF is a Data Scientist

The 12 Days of Data Science

Evil Works - I can see the snow (Official Video) ft. Data nerds

Can Machine Learning Create the Next Christmas Hit

Data Science Finally Settles the Die Hard Christmas Debate

Why Your Code Crashes at Scale The O(n!) Nightmare.

The Data Science Method to Compare Black Friday Across Years (Scaled + Feature Engineered)

Creating Datasets from Scratch Converting Images to Vectors.

I Stole a Wall Street Trick to Solve a Google Trends Data Problem

Why Cross-Country Google Trends Comparisons Break (The Math Explained)

We Wore Heart Rate Monitors During Jump Scares, Then Analyzed the Data

Which AI Horror Tropes Could Actually Happen (Technical Breakdown)

Graph Theory and Optimization in Springfield

Which Features Actually Matter in Text Models (Machine Learning and Horror Movies)

How to Fix Misleading Google Trends Data

How to Tell When an ‘AI System’ Isn’t AI (Real Case Studies)

How I Cleaned a Totally Broken Dataset (Regex Walkthrough Using Pokémon)