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AI for Tech

The Basics of Python for Data Analysis

Python is the most popular language for modern data analysis. In this program, you’ll learn the core building blocks of Python programming and how to work with real datasets using lists, dictionaries, loops, functions, and pandas.
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Build confidence applying Python to business-relevant tasks, even with no previous coding experience.
Duration
32 hours
Level
Beginner

Key program takeaways

Write Python code to solve analytical tasks
Learn how to work with variables, strings, lists, functions, dictionaries, and loops to process data step by step.
Use pandas to prepare and analyze datasets
Import data, handle missing values and duplicates, group and sort results, and summarize findings.
Build structured analytical outputs
Apply Python logic to transform raw data into insights, supported by clear statistical summaries and illustrated reports.

Who is this program for

Beginners who want to develop practical Python skills for data work.
Teams who are ready to go beyond manual analysis.
Teams building foundational skills before moving into more advanced analytics or machine learning.

Recommended prerequisites

Comfortable learning new analytical skills progressively.
Familiarity with spreadsheets (optional).
No prior coding experience required.

Modules overview

14 Modules
Module 1. Course overview
Module 2. Entry assessment
Module 3. Variables and data types
Module 4. Strings
Module 5. Lists
Module 6. For loops
Module 7. Nested lists
Module 8. Conditionals and while loops
Module 9. Functions
Module 10. Dictionaries
Module 11. Pandas library
Module 12. Data preprocessing
Module 13. Data analysis and results design
Module 14. Final assessment

Get in touch!

You’re just one email away from transforming your company!

Our team will reach out to understand your strategic objectives and craft a tailored solution that meets your specific needs.
Fill in the form
Learn about our product
Get a personalized offer for your business needs

Or email us at business.academy@nebius.com

We’ll reach out to understand your goals and craft a solution that works for you