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Data Analyst

Pull the data, tell the story, run the experiment.

AI writes SQL. Analysts who know which question to ask, how to validate results, and how to move an org with data are the ones who compound.

What AI is taking

Basic dashboarding, SQL-from-template, rote reporting

Your moat

Problem framing, statistical judgment, stakeholder communication

Stay ahead

Skills to learn, starting now

The shortlist we'd recommend to someone in your role. Short enough to finish, broad enough to matter.

  1. 1SQL fluency (well past basics)
  2. 2Statistics for experimentation
  3. 3Python for analytics
  4. 4Prompting for data tasks
  5. 5Data storytelling
  6. 6Causal inference basics
Library

Videos picked for data analysts

A mix drawn from the cohorts that feed this role. Start anywhere.

Data Science & AnalyticsSoftware Engineering & CSEconomics & Public Policy
12:35
high signal
How I Would Learn SQL FAST (If I Could Start Over)
Data with Baraa4mo ago
14:55
high signal
System Design Interview: When to use API Gateway, Load Balancer, or Reverse Proxy?
IT k Funde8mo ago
7:44
high signal
How to Learn SQL for Data Analysis (Stop Wasting Your Time)
Marina Wyss - AI & Machine Learning3mo ago
10:30
high signal
System Design Interview Questions 2025 | System Design Interview Questions & Answers | Intellipaat
Intellipaat1y ago
15:30
high signal
How I use SQL as a Data Analyst
Luke Barousse4y ago
18:27
high signal
How to Prepare for System Design Interviews w/ Meta Staff Engineer
Hello Interview - SWE Interview Preparation11mo ago
17:40
high signal
Learn Basic SQL in 15 Minutes | Business Intelligence For Beginners | SQL Tutorial For Beginners 1/3
Adam Finer - Learn BI5y ago
16:18
high signal
Basic System Design for Uber or Lyft | System Design Interview Prep
Interview Pen2y ago
8:45
high signal
How Much SQL, Python, Excel & Tableau Is Enough? | Realistic Expectations
Lore So What1y ago
19:13
high signal
Design TikTok: System Design Interview (Stripe & Amazon Offers)
TechPrep1mo ago
6:13
high signal
The Complete Data Science Roadmap
Programming with Mosh1y ago
11:41
high signal
20 System Design Concepts Explained in 10 Minutes
NeetCode3y ago
10:55
high signal
All SQL Fundamentals Explained in 10 Minutes | Learn SQL Basics for Beginners | SQL Crash Course
Learn with Whiteboard2y ago
6:48
high signal
System Design Interview – BIGGEST Mistakes to Avoid
ByteByteGo9mo ago
8:12
high signal
What's the best book for learning SQL? It could be one of these...
Python Programmer4y ago
9:41
high signal
I ACED my Technical Interviews knowing these System Design Basics
Kiki's Bytes 1y ago