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Advanced Data Analysis in 30 days

Causal inference, attribution modeling, advanced experimentation, data storytelling, and end-to-end analytics projects.

  • Daily plan, 45-60 min a day
  • 6 lessons + 18 exercises
  • AI tutor included
duration30-day sprint
Topics6 total
Exercises18 total
levelAdvanced
  • No prior coding experience required
  • Practice tasks every day
  • Build impressive portfolio project

What you will learn

A powered by mentors Advanced plan with structured subtopics, quizzes, and practice tasks.

01Challenge

Advanced SQL and query optimization

Write complex CTEs, recursive queries, and use EXPLAIN to remove bottlenecks.

02Challenge

Causal analysis and attribution modeling

Go beyond correlation: apply difference-in-differences, attribution models, and causal frameworks.

03Challenge

Statistical inference and advanced hypothesis testing

Use t-tests, chi-square, ANOVA, Bayesian methods, and power analysis for rigorous conclusions.

04Challenge

Data storytelling and executive reporting

Turn complex findings into clear narratives and compelling reports for non-technical stakeholders.

05Challenge

Analytical thinking: case-style questions

Solve open-ended business problems with structured frameworks and defend your reasoning.

06Challenge

Capstone: end-to-end analytics project

Define a business question, pull and clean data, run analysis, and deliver a full written report.

See the quiz + practice flow

Three answered questions and a filled code task so you know exactly what to expect.

Quiz preview

2/3 correct

1. How long is the Data Analysis plan?

Correct
30-day sprint
5-day sprint
7-day sprint
10-day sprint

2. What level is this Data Analysis plan?

Incorrect
Beginner
Intermediate
Advanced
Expert

3. Which of these appears in the Data Analysis outline?

Correct
Advanced SQL and query optimization
Data Analysis workflow playbook
Data Analysis best-practice checklist
Data Analysis case study

Code practice preview

Submitted

Format a lesson title

Build a helper that formats a lesson label with a padded index and title.

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