Пройти материалы по Data Science

Statistics and Probability на Khan Academy

1. Unit 1

2. Unit 2

3. Unit 3

4. Unit 4

5. Unit 5

6. Unit 6

7. Unit 7

8. Unit 8

9. Unit 9

10. Unit 10

11. Unit 11

12. Unit 12

13. Unit 13

14. Unit 14

15. Unit 15

16. Unit 16

Основы статистики

1. Раздел 1

2. Раздел 2

3. Раздел 3

Базовый курс по математике

Основы комбинаторики и теории вероятностей для чайников

Python: основы и применение

2 Ask Questions to Make Data-Driven Decisions

1. Module 1

2. Module 2

3. Module 3

4. Module 4

3 Prepare Data for Exploration

4 Process Data from Dirty to Clean

5 Analyze Data to Answer Questions

6 Share Data Through the Art of Visualization

7 Data Analysis with R Programming

8 Google Data Analytics Capstone: Complete a Case Study

Математика для Data Science на Karpov Courses

1. Модуль 1

2. Модуль 2

3. Модуль 3

4. Модуль 4

Симулятор SQL на Karpov Courses

1. Модуль 1

2. Модуль 2

Precalculus на Khan Academy

1. Composite and inverse functions

2. Trigonometry

3. Complex numbers

4. Rational functions

5. Conic sections

6. Vectors

7. Martices

8. Probability and combinatorics

9. Series

10. Limits and continuity

Udacity - Introduction to Python Programming

1. 1-2 Intro

2. 3 - Data Types and Operators

3. 4 - Data Structures

4. 5 - Control Flow

5. 6 - Functions

6. 7 - Scripting

7. 8 - 9 - Advanced Topics