This course is part of Data science master course.

Description

This course will teach you from Python basics to advanced concepts in a practical manner, with Hands on exercises covered as well.

This Python tutorial for data science will kick-start your learning of Python concepts needed for data science, as well as programming in general. Python is required for data science because, Python programming is a versatile language commonly preferred by data scientists and big tech giant companies around the world, from startups to behemoths.

Whether you are a newbie in data science or already know about basic python for data science, this course is for you. In this python certification course, you will Learn Python programming in a practical manner with hands on coding assignments at the end of each section.

• Candidates who are looking for a career in python
• Programmers switching languages to Python.

Course content

• Introduction
  • Introduction
  • Example of Calculator
  • Hello World And Built In Functions
  • Variables Part 1
  • Variables Part 2
• Python Data Structures- List & List Operations
  • Introducing Lists And List Functions
  • List Slicing And Other List Operations
  • Strings As Lists And Other String Functions
  • Tuples
  • Introducing Dictionaries
• Conditional Statement
  • If Else Part 1
  • If Else Part 2
  • Conversions
• Loops and Programming Problems
  • Introducing For Loops
  • The Range Function
  • Break & Continue Statement(For Loops)
  • Introducing While Loops
  • List Iteration Using While Complex Conditional Expressions
  • Break & Continue Statement(While Loop)
  • Hands on Programming Problems Part 1
  • Hands on Programming Problems Part 2
  • Hands on Programming Problems Part 3
  • Hands on Programming Problems Part 4
  • Hands on Programming Problems Part 5
  • Hands on Programming Problems Part 6
  • Hands on Programming Problems Part 7
• Python Packages
  • Modules
• Functions in Python and Programming Problems
  • Functions Part 1
  • Functions Part 2
  • Functions Part 3
  • Hands on Programming Problems Part 1
  • Hands on Programming Problems Part 2
• Classes, Inheritance in Python and Programming Problems
  • Classes Part 1
  • Classes Part 2
  • Classes Part 3
  • Classes Part 4
  • Classes Part 5
  • Inheritance
  • Hands on Programming Problems Part 1
  • Hands on Programming Problems Part 2
• Special Features in Python
  • Lambdas
  • List Comprehension
  • First Class Functions
• File Handling in Python
  • File Operations Part 1
  • File Operations Part 2
  • File Operations Part 3
  • Handling CSV Files
  • Handling JSON Files
• Exception Handling in Python
  • Exception Handling Part 1
  • Exception Handling Part 2
  • Exception Handling Part 3
• Regular Expressions in Python
  • Regular Expressions
  • Summary