Analytics in Python

Description

In this course, you will learn:

• Learn how to work with relational databases and SQL-based languages like MySql, as well as how to deal with structured data (XML, JSON, etc.).
• Python may be used to deal with and analyze data from databases and the internet.
   

Syllabus:

1. Python review
2. Python review
3. Data interchange formats: JSON and XML
4. Web scraping and web crawling
5. Database basics: Relational databases
6. SQL
7. Data analysis and visualization I
8. Data analysis and visualization II
9. Text mining
10. Analysis of networks
11. Machine learning: Part 1
12. Machine learning: Part 2