Starts November 10 · 14 seats left
Python data analyst in 7 months
Python, SQL, pandas and A/B tests on real business problems. Your code is checked automatically in seconds, and a mentor reviews every solution.
- Practice from the first lesson
- Automatic code checking in the browser
- 24/7 AI mentor on the course materials
- Interest-free installments
3 of 3 tests passed
Average order value · checked in 0.4 s
- graduates since 2021
- 2 140
- average lesson rating
- 4.8
- average autocheck time
- 7 sec
- changed jobs within six months
- 74%
The school and the figures are fictional — this is a demo site.
Curriculum
6 modules, 250 hours of practice
Every module ends with a portfolio project. The level test will show which modules you can skip.
Starts November 10, recorded lessons and live sessions on Wednesdays
8–10 hours a week, flexible deadlines
Assignments with automated tests right in the browser
1Python basics40 h · 4 lessons · data types, loops, functions, dictionaries
Variables, lists, dictionaries and functions on problems from an analyst’s job rather than abstract examples.
- 1.1Variables and data typestheory
- 1.2Lists and dictionariestheory
- 1.3Loops and functionstheory
- 1.4Practice: average order valuepractice
2Data analysis in pure Python50 h · 4 lessons · metrics, grouping, sorting, CSV
Product metrics, grouping and sorting — what you’ll later do in pandas, but by hand and with understanding.
- 2.1Reading CSV and cleaning datatheory
- 2.2Metrics: conversion, average order value, LTVpractice
- 2.3Grouping: revenue by monthpractice
- 2.4Sorting and top listspractice
3SQL for analysts40 h · 3 lessons · SELECT, JOIN, GROUP BY, window functions
Queries to a store’s database: filters, table joins, grouping and window functions in PostgreSQL.
- 3.1SELECT, WHERE and sortingtheory
- 3.2JOIN: joining tablestheory
- 3.3GROUP BY and window functionspractice
4Pandas and visualization50 h · 3 lessons · pandas, groupby, matplotlib, dashboards
DataFrame, groupby, pivot tables and charts in matplotlib and seaborn. Your first dashboard for a manager.
- 4.1DataFrame and groupbytheory
- 4.2Charts a manager understandstheory
- 4.3Project: sales dashboardproject
5Statistics and A/B tests40 h · 2 lessons · statistics, confidence intervals, A/B tests
Distributions, confidence intervals and hypothesis testing: how to tell that a new button really works.
- 5.1Mean, median and outlierstheory
- 5.2An A/B test from hypothesis to conclusionpractice
6Capstone project and career30 h · 3 lessons · portfolio, résumé, interviews
A project on a partner’s real data, a résumé and a GitHub portfolio, mock interviews with a mentor.
- 6.1Capstone projectproject
- 6.2Résumé and portfoliotheory
- 6.3Mock interviewpractice
Try it right now
A task from the first module — in real Python
The code runs in your browser: Python 3.14 compiled to WebAssembly. It has the two mistakes beginners make most often — find them, and the automated tests and AI review will hint where to look.
- Checked in a fraction of a second, no sign-up
- Mistakes explained in plain language
- The course has more than 120 tasks like this
Task: Average order value
Python 3.14 in the browserWrite a function average_check(orders): it takes a list of orders like {"sum": 1200} and returns the average order value rounded to two decimal places. For an empty list, return 0.
Level test
6 questions — and a curriculum that fits your experience
We’ll work out which modules you can skip, how long studying will take at your pace and which plan suits you.
Do you have experience with Python?
Instructors
Taught by practitioners who hire analysts themselves
11 years of experienceAnna Sokolova
Lead instructor, e-commerce analyst
Built analytics for a marketplace from scratch. Teaches the modules on metrics and A/B tests.
- metrics
- A/B tests
- SQL
15 years of experienceIlya Vorontsov
Mentor, Python developer
Reviews code the way it’s done in a product team: briefly, to the point and with an example.
- Python
- pandas
- code review
7 years of experienceMaria Kim
Career consultant
Prepares résumés and portfolios, runs mock interviews and introduces students to partners.
- résumé
- interviews
- career
Portfolio
4 projects you won’t be ashamed to show at an interview
Online store sales dashboard
pandas · matplotlib
Mobile app funnel and conversion
SQL · metrics
A/B test of the checkout page
statistics · Python
Delivery customer churn analysis
pandas · capstone
Prices
Interest-free installments and a 13% tax deduction
Self-paced
For those who want to level up a skill for their current job
4 992 ₽
a month, 12 mo. ·
74 900 ₽59 900 ₽The deduction returns up to 7 787 ₽
- All 6 modules and stream recordings
- Automatic homework checking
- AI mentor on the course materials
- Certificate verifiable by QR code
- Most popular
With a mentor
Code review from a practicing analyst and live breakdowns
7 492 ₽
a month, 12 mo. ·
112 900 ₽89 900 ₽The deduction returns up to 11 687 ₽
- Everything in “Self-paced”
- Mentor review of every assignment within 24 hours
- Weekly group calls
- Capstone project on a partner’s data
Career
For a career change: we’ll get you to a job offer
10 825 ₽
a month, 12 mo. ·
159 900 ₽129 900 ₽The deduction returns up to 16 887 ₽
- Everything in “With a mentor”
- Résumé and portfolio with a career consultant
- Three mock interviews
- An internship with partners or your money back
Graduates
Who they were and who they became
I started studying so I wouldn’t have to compile reports by hand. Five months later I proposed a stock dashboard to my manager myself, and then moved to the analytics department.
Yekaterina
procurement manager → analyst at a pharmacy chain
Capstone: Stock forecast for 140 pharmacies
Automatic checking helped me the most: you solve a problem at eleven at night and immediately see where the mistake is, instead of waiting for the curator until morning.
Dmitry
process engineer → product analyst in fintech
Capstone: Onboarding funnel of a mobile bank
I was most afraid of SQL, and it turned out to be the clearest module. The mentor went through every homework, sometimes with three alternative solutions.
Aliya
marketer → marketing analyst
Capstone: Attribution of advertising channels
I studied in the evenings after work; the installment plan without overpayment helped a lot. I defended my capstone on a partner’s data — and that’s what I showed at the interview.
Sergey
accountant → data analyst in logistics
Capstone: Delivery route optimization
I knew statistics but couldn’t apply it to business. The A/B testing module closed that gap — at the interview they asked exactly about that.
Olga
math teacher → junior analyst in EdTech
Capstone: A/B test of the checkout page
The career track really is about getting a job: we rewrote my résumé three times, ran two mock interviews, and I found an internship through the school’s partners.
Artyom
4th-year student → analyst intern in retail
Capstone: RFM customer segmentation
Questions
Frequently asked questions before the start
Didn’t find an answer? Call us or ask at the free lesson.
Is the course right for me if I’ve never programmed?
Yes. The first module starts with variables and lists, and the level test will show which module to start with. If you have experience, skip the basics and finish earlier.
How much time does studying take?
On average 8–10 hours a week: two lessons, practice and a group call. Deadlines are flexible — you can take a break of up to a month without losing your place in the group.
How is homework checked?
The code is run by autotests right after you submit it, and the AI review points out where the mistake is. On plans with a mentor, a practicing analyst reviews the code within 24 hours.
Can I get a refund?
Yes, at any time we’ll refund the cost of the part of the course you haven’t taken. In the first 14 days — a full refund, no questions asked.
Can I get a tax deduction?
Yes, the school has an educational license: you can get back 13% of the cost, up to 19 500 ₽ a year. The certificate and contract for the tax office are issued in your student account.
What document will I receive?
A course completion certificate with a unique number and a QR code: an employer can verify it on the website in a second. On the Career plan, you also get a professional development certificate.
A free lesson and access to the first module for 7 days
- Live task review with a mentor
- Three tasks with automatic checking
- A personal study plan
- A recording of the lesson if you can’t make it