Python for Data Science

This introduction to Python will kickstart your learning of Python for data science, as well as programming in general. This beginner-friendly Python course will take you from zero to programming in Python in a matter of hours. Upon its completion, you’ll be able to write your own Python scripts. If you want to learn Python from scratch, this course is for you.

This introduction to Python will kickstart your learning of Python for data science, as well as programming in general. This beginner-friendly Python course will take you from zero to programming in Python in a matter of hours.
Upon its completion, you’ll be able to write your own Python scripts and perform basic hands-on data analysis using our Jupyter-based lab environment. If you want to learn Python from scratch, this course is for you.

COURSE SYLLABUS

Module 1 – Python Basics
Your first program
Types
Expressions and Variables
String Operations
Module 2 – Python Data Structures
Lists and Tuples
Sets
Dictionaries
Module 3 – Python Programming Fundamentals
Conditions and Branching
Loops
Functions
Objects and Classes
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 Pandas
Module 5 – Working with Numpy Arrays and Simple APIs
Numpy 1D Arrays
Numpy 2D Arrays
Simple APIs
API Setup