How I Learned Data Science (resources to get a job) in 2021

Let's talk about how to learn data science. Or at least, how I learned data science. I'll go over the topics I think are important like programming in SQL and python, understanding machine learning theory, and product management principles. I'll leave you with a few resources you all can explore to get better at data science and hopefully land a job. Resources Mentioned: LeetCode.com StrataScratch.com Confetti.ai Brilliant.org Kaggle.com Tryexponent.com Medium.com Wikipedia.org 👉 Subscribe to my channel: https://bit.ly/2GsFxmA ______________________________________________________________________ Timestamps: Intro: (0:00) 3 Main Topics To Learn Data Science: (1:15) Programming: (2:18) Data Analysis: (2:30) Machine Learning: (5:40) Stats & Probability: (8:30) Product Sense: (12:20) Conclusion: (14:50) ______________________________________________________________________ Contact: If you have any questions, comments, or feedback, please leave them here! Feel free to also email me at [email protected] ______________________________________________________________________

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Solving Complex SQL Interview Questions [How to organize lengthy code solutions]

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Don't waste 2026 learning the wrong tech skills (Meta Engineer's Take)

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How to Become a Data Analyst in 2026 (starting from 0)

Working with APIs in Python [For Your Data Science Project]
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Working with APIs in Python [For Your Data Science Project]

How I’d Learn Data Science in 2025 (If I Had to Start Over) | Built by a Data Expert
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How I’d Learn Data Science in 2025 (If I Had to Start Over) | Built by a Data Expert

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All Machine Learning algorithms explained in 17 min

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ML Foundations for AI Engineers (in 34 Minutes)

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What Do Data Scientists ACTUALLY Do? (And Impact of AI)

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How I’d Become a Data Analyst in 2026 (the full roadmap)

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Brain Focus Music ~ No Lyrics Work Playlist for Mental Clarity & Deep Work

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Solve Data Science Tasks In Python (Saving Hours) (automating import CSV files to database)

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Importing a Pandas Dataframe to a Database in Python [For Your Data Science Project]

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🧹Watch me CLEAN DATA in Minutes with Python (+10 Tips for Complex Datasets)

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AI Agents for Beginners – Part 1 (Free Labs)

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An Analysis of 900 Data Science Interview Questions | Data Science Interview Guide

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Beginner to (Employed) Data Scientist in 2025: Complete Roadmap - Skills, Projects, CV, Interviews

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Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, Sorting, Filtering, Groupby)

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Uninterrupted Deep Work Mix ~ Immersive Productivity Soundscape ~ Neural Focus Study Music

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Learn Power BI in Under 3 Hours | Formatting, Visualizations, Dashboards + Full Project

Solving real world data science tasks with Python Pandas!
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Solving real world data science tasks with Python Pandas!