Evil Works - Invidious

Evil Works

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 science skills, the truth is that most tools and workflows still feel stuck in the ‘90s. Plus, let’s be honest, there’s a huge gap in practical data science education. “You’re a STEM grad? Great, you can totally do data science!” said no one ever with real experience.

Evil Works is built by data science veterans who’ve learned the hard way: solving real-world problems with frustrating, outdated tools. That pain sparked our mission: to redesign the Data Scientist eXperience (DSX) through smart education and better tooling.

If you want practical insights, real-world tips, and a no-nonsense look at how data science really works today then welcome to the channel.

Subscribe and join the revolution.

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16:21

Data Science Tools/Libraries Tier List 2026

Evil Works

Shared 1 week ago

50 views

11:39

Five Real Data Science Horror Stories (And How To Prevent Them)

Evil Works

Shared 3 weeks ago

48 views

9:13

Your Current AI Sandbox Won't Save You. Ours will.

Evil Works

Shared 1 month ago

65 views

9:38

Units Killed NASA’s Mars Orbiter. Here’s how PUFF fixes it.

Evil Works

Shared 1 month ago

103 views

8:10

Why Fraud Detection Still Fails in 2026

Evil Works

Shared 2 months ago

57 views

2:30

Find What Broke Your Production Model in Minutes

Evil Works

Shared 2 months ago

156 views

7:19

Stop Losing Days to Model Debugging

Evil Works

Shared 2 months ago

12 views

7:11

Data Scientists, You Need To Talk To People (Here’s Why)

Evil Works

Shared 3 months ago

27 views

11:49

Actually Get Your Data Science Model To Production

Evil Works

Shared 3 months ago

50 views

10:29

Machine Learning in 10 Minutes | The Complete Breakdown

Evil Works

Shared 4 months ago

53 views

9:33

Your jupyter notebook IS NOT production - Part 2: Testing

Evil Works

Shared 4 months ago

63 views

10:02

Yes, You Can Do Spatial Data Science

Evil Works

Shared 5 months ago

40 views

9:58

Hypothesis testing for data scientists

Evil Works

Shared 5 months ago

168 views

9:12

Your Jupyter Notebook CAN’T be Production - Part 1

Evil Works

Shared 6 months ago

523 views

9:41

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

Evil Works

Shared 6 months ago

113 views

8:01

Stop Writing Bad Data Science Code

Evil Works

Shared 7 months ago

84 views

11:37

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

Evil Works

Shared 7 months ago

124 views

10:16

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

Evil Works

Shared 7 months ago

40 views

11:44

How do you differentiate code? Automatic Differentiation (AAD) Walkthrough

Evil Works

Shared 8 months ago

207 views

17:21

Live Data Science Walkthrough: Making Google Trends Data Usable

Evil Works

Shared 8 months ago

113 views

13:43

Why Your Model Fails in Production (Domain Knowledge Matters)

Evil Works

Shared 8 months ago

46 views

6:02

Dijkstra’s Algorithm Tutorial with The Simpsons

Evil Works

Shared 9 months ago

42 views

8:44

What is incremental Computing? The Data Science Game Changer

Evil Works

Shared 9 months ago

114 views

28:57

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

Evil Works

Shared 9 months ago

95 views

13:16

How to Actually Use ChatGPT

Evil Works

Shared 9 months ago

105 views

27:13

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

Evil Works

Shared 10 months ago

83 views

9:22

WTF is a Data Scientist?

Evil Works

Shared 10 months ago

561 views

12:13

The 12 Days of Data Science

Evil Works

Shared 10 months ago

50 views

3:50

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

Evil Works

Shared 10 months ago

41 views

21:08

Can Machine Learning Create the Next Christmas Hit?

Evil Works

Shared 10 months ago

94 views

13:57

Data Science Finally Settles the Die Hard Christmas Debate

Evil Works

Shared 11 months ago

35 views

10:46

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

Evil Works

Shared 11 months ago

47 views

9:42

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

Evil Works

Shared 11 months ago

43 views

12:01

Creating Datasets from Scratch: Converting Images to Vectors.

Evil Works

Shared 11 months ago

45 views

9:57

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

Evil Works

Shared 1 year ago

124 views

5:10

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

Evil Works

Shared 1 year ago

137 views

8:48

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

Evil Works

Shared 1 year ago

48 views

10:58

Which AI Horror Tropes Could Actually Happen? (Technical Breakdown)

Evil Works

Shared 1 year ago

86 views

13:05

Graph Theory and Optimization in Springfield

Evil Works

Shared 1 year ago

64 views

10:06

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

Evil Works

Shared 1 year ago

56 views

11:25

How to Fix Misleading Google Trends Data

Evil Works

Shared 1 year ago

435 views

8:52

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

Evil Works

Shared 1 year ago

41 views

10:21

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

Evil Works

Shared 1 year ago

73 views

19:08

Is ChatGPT Eroding Data Science Skills? Here’s What the Research Says

Evil Works

Shared 1 year ago

452 views