LEARNING OBJECTIVES
The objectives of this course is to get you started with Python as the programming language and give you a taste of how to start working with data in Python.
In this course you will learn about:
- What Python is and why is it useful
- The application of Python
- How to define variables
- Sets and conditional statements in Python
- The purpose of having functions in Python
- How to operate on files to read and write data in Python
- How to use pandas, a must have package for anyone attempting data analysis in Python
- Syllabus
Syllabus
Module 1 - Python Basics
- Your First Program
- Types
- Expressions and Variables
- String Operations
- Assignment
Module 2 - Python Data Structures
- Lists and Tuples
- Sets
- Dictionaries
- Assignment
Module 3 - Python Programming Fundamentals
- Conditions and Branching
- Loops
- Functions
- Objects and Classes
- Assignment
Module 4 - Working with Data in Python
- Reading Files with Open
- Writing Files with Open
- Loading Data with Pandas
- Working with and Saving Data with Panda
- Assignment
Module 5 - Working with Numpy Arrays
- One Dimensional Numpy
- Two Dimensional Numpy
- Simple APIs
- Assignment