Fundamentals of Python for Analytics
About Course
This program will provide an introduction to the fundamentals of Python for those interested in learning the language. The program is designed to provide an easy-to-follow yet comprehensive course for those who want to learn the basics of the language. The program covers the following topics:
1. Introduction to Python: This section will provide an introduction to the Python language, its basic syntax, data types, and control flow.
2. Variables and Operators: This section will cover the different types of variables and operators available in Python and how to use them.
3. Functions: This section will cover functions, including how to define them, use them, and pass arguments.
4. Classes and Objects: This section will cover classes and objects, including how to define them, use them, and access their attributes and methods.
5. Lists, Tuples, and Dictionaries: This section will cover the different types of collections available in Python, including how to create and use them.
6. Control Flow: This section will cover the different types of control flow statements available in Python, including if/else, for, and while loops.
7. Exceptions: This section will cover exceptions and how to handle them in Python.
8. Modules: This section will cover how to use modules in Python, including how to import and use them.
9. Working with Files: This section will cover how to read and write data to and from files in Python.
10. Working with External Libraries: This section will cover how to use third-party libraries in Python.
11. Working with Web APIs: This section will cover how to interact with web APIs in Python.
12. Object-Oriented Programming: This section will cover the basics of object-oriented programming in Python, including classes, inheritance, and abstraction.
Each section will include interactive activities and quizzes to help reinforce the material. After completing the course, students will have a solid understanding of the fundamentals of Python and be able to write basic Python programs. The program also includes additional resources, such as a glossary of Python terms, a list of best practices, and links to further reading. The program is designed to be self-paced, and each section can be completed at the student’s own pace. The program is also suitable for those with prior programming experience, as the material is presented in an easy-to-follow format. Overall, this program provides an accessible and comprehensive introduction to the fundamentals of Python, making it ideal for those who want to learn the language.
Course Content
Module 1: Introduction to Python
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Getting Started with Python
02:23 -
Installation and Envrionmental Setup
02:45 -
IDEs for Python
01:29 -
Features of Python
01:50 -
Identifiers and Variables
02:01 -
Standard Data Types: Numbers and Strings
03:07 -
Standard Data Types: Lists and Tuples
03:29 -
Standard Data Types: Dictionary
02:13 -
Standard Data Types: Sets and Frozensets
02:45