DrGabrielHarris / python-data-science-courses

Learn full stack Data Science using Python

Python Data Science Courses

Learn full stack Data Science using Python

Dependencies

Anaconda 3.7
Ensure that you choose the 3.x version and NOT the 2.x version

Contents

Python

1-An introduction to Python
2-Variables and Data Types
3-Control Structures
4-Functions and Packages
5-Data structures and Files handling

Data analysis

1-NumPy for Numerical Computing
2-MatPlotLib for Data Representation
3-Pandas for Data Analysis

Data engineering

1-Data connection and Management

Overview

This course is divided into three modules, if you have good experience with Python you can start from the second module.

Python

This module is about general Python coding, for example variables, basic and advanced data structures, control structures, and functions. This will get you up to a level good enough to do most tasks in Python.

Data analysis

This module introduces you to the backbone packages of Python for doing almost any (data) analysis, from numerical computing with NumPy, data wrangling with Pandas, to data visualisation with MatPlotLib.

Data engineering

This module teaches you how to connect to and manage SQL databases in general, it also covers specifically SQL Server and SQLite.