Curriculum ready · content in progressData & Analytics

Data Scientist

Master the statistics, algorithms and machine learning behind real predictive models — up to industrial ML with Spark and deep learning.

9 months (39 weeks)

Duration

Modules

EN / ID / RU

Languages

Self-paced text lessons + practical assignments

Format

What you'll learn

✓Apply algorithms, data structures and statistics to real datasets
✓Build and evaluate machine learning models
✓Scale machine learning with Apache Spark
✓Get a working introduction to deep learning

Curriculum

Module 01Python for Automation and Data Analysis

Module 02SQL

Module 03Algorithms and Data Structures

Module 04Mathematics for Data Analysis

Module 05Applied Statistics for Machine Learning

Module 06Machine Learning

Module 07Industrial Machine Learning with Spark

Module 08Deep Learning

Module 09Capstone Project & Defense

Try a short course first

Free2 lessons

AI Tools in Practice

Marina Volkova's practical view, as a CTO rather than a hobbyist, on where AI tools genuinely save time on real business tasks — and where they don't.

MVMarina Volkova