Certificate Course on: Python Programming 1500

  • Duration: 30 Hours

  • Per Day: 1-2 Hours
Python Programming

The Training session will be live *Recorded lectures will be available

The live trainer-led Python training course will make you learn to program in Python. The course is aimed at students new to the language and there is no need to know about any programming language. Students will learn: how Python works and importance in todays era with all required contents. This Python course is taught using Python 3.

Week Duration Topic Contents
Week 1 1-2 Hours Introduction to Machine Learning
  • Introduction
  • History
  • Need
  • Features
  • Pros - cons
  • Industrial importance
Week 1 1-2 Hours Installation and Execution Steps (UI and IDE)
  • Python IDEs
  • Installation of Python Anaconda
  • Installation Guide for Windows
  • Installation Guide for MAC
  • Installation Guide for Linux
  • Working with Jupyter Notebook in Anaconda
Week 1 1-2 Hours Stepping into the World of Python
  • Basic Syntax
  • First Python program
  • Basic Data types
  • I/O Statements
  • Syntax and Common Error
Week 1 1-2 Hours Operations in Python
  • Variable Declaration
  • Performing Assignments
  • Types of Operators
Week 1 1-2 Hours Python Statements-1
  • Loop control statements
  • for loop
  • do - while loop
  • while loop
Week 2 1-2 Hours Python Statements-2
  • Branch control statements
  • if
  • if-else
  • if-elif
  • nested if
  • nested if-else
Week 2 1-2 Hours Data Types in Python
  • strings
  • list
  • tuple
  • dictionaries
  • sets
Week 2 1-2 Hours Functions
  • Definition
  • Syntax
  • Calling a function
  • Types of functions
  • User defined functions
  • Types of parameters in function
  • Recursion
Week 2 1-2 Hours File Handling
  • Reading files
  • Writing files
  • Understanding read functions
  • Understanding write functions
  • Manipulating file pointer using seek
  • Programming using file operations
Week 2 1-2 Hours Exception Handling
  • Exception Clauses in Python
  • Except clause
  • try and finally clause
  • User defined exception
Week 3 1-2 Hours Object Oriented Programming-1
  • Class in Python
  • Object in Python
  • Concept of Attributes
Week 3 1-2 Hours Object Oriented Programming-2
  • Inheritance
  • Overloading
  • Overriding
  • Data hiding
Week 3 1-2 Hours Introductions to Data Analysis using Python
  • Numpy
  • Pandas
  • Matplotlib
  • Creating of Data Sets
  • Working on Data Sets and Operations
Week 3 1-2 Hours Analysis of Various Data Sets
  • Importing Data
  • Exploratory Data Analysis
  • Features
  • Challenges
Week 3 1-2 Hours Minor Project Project on Data Analysis with standard Data Sets