Python – Complete Python, Django, Data Science and ML Guide

Learn the most popular Python programming language including Django, Pygame, Jupyter, Data Science and Machine Learning

Created by: Bogdan Stashchuk | 300K Students Worldwide | MBA, PhD
Programming, IT, DevOps, Security, Computer Networks Courses

What Will I Learn?

• You will learn the basic principles of Python and learn all the main functions that are used most often in real projects and are in demand the most
• You will practice all the examples that I will show throughout the course using the Python interpreter, Visual Studio Code with Code Runner
• You will master all the necessary packages for Data Science and Machine Learning such as NumPy, Pandas, Matplotlib and Scikit-learn using Jupyter Notebook
• You will learn the basic functionality of Python, ranging from variables, lists, dictionaries, to classes, loops, modules, and creating virtual environments
• In addition, you will learn how to use functional and object-oriented approaches in Python programming.

Requirements

• There are no prerequisites, all you need is a desire to learn and practice
• It is advisable to study on a laptop with an external monitor, you can also use a tablet

Target audience

• Beginning Python programmers who want to learn how to program
• Those who are planning to work in the direction of Data Science and Machine Learning
• Web developers who want to build web applications with Python
• Those who want to perform tasks related to machine learning, data processing
• Game developers who want to create games with Python Pygame