Programming in Python

By DigiGrowHub Mentor Categories: Programming Languages

About Course

The course teaches you the essential concepts of Python programming, and gives you an in-depth knowledge in data analytics, machine learning, data visualization, web scraping, and natural language processing. You will master the essential concepts of data types, tuples, lists, dicts, basic operators, and functions.

Course Content

Module 1: What is Programming Language

Machine level language
High Level Level language
Program Execution process.
Introduction to Jupiter notebook, Pycharm, Visual studio code, Google Colaboratory
Python Download and Installation (Describe python.org)
Basic building blocks of Python programming to write your first Python program.
Python Strings
Variables
Keywords
Identifiers
Indentation
Input, calculations, output

Module 2 : Store and manage complex data using inbuilt Python data structures and their functions.

Module 3 : Unary and binary operators to handle different operations on values/ variables

Module 4 : Conditional and looping control statements on primitive and other data structures

Module 5 : Python inbuilt and user define functions and modules in order to build more cleaner and modularized Python application

Defining a function, Types of Function
Program flow when calling a function
Function parameters
Function arguments
Returning values
Defining different parameter types
Default parameter
Lambda function
Map
Reduce
Filter
Global and local variable
Define Module, import module
Built In Modules, Date, Sys, Os, Math, Statistics
Write custome module

Module 6 : Build large, complex Python application with additional benefits of code reusability, scalability and efficiency using OOP concepts.

Module 7 : Accessing, modifying file and directory content using Python

Module 8 : Error handling in Python to avoid abrupt termination of Python application.

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About Course

Course Content

Module 1: What is Programming Language

Machine level language

High Level Level language

Program Execution process.

Introduction to Jupiter notebook, Pycharm, Visual studio code, Google Colaboratory

Python Download and Installation (Describe python.org)

Basic building blocks of Python programming to write your first Python program.

Python Strings

Variables

Keywords

Identifiers

Indentation

Input, calculations, output

Module 2 : Store and manage complex data using inbuilt Python data structures and their functions.

String and string methods

List and List Methods

Tuple and Tuple methods

Dictionary and dictionary methods

Sets and setmethods

Boolean Datatype

Number Datatype(int, float, complex)

Module 3 : Unary and binary operators to handle different operations on values/ variables

Arithmetic operators

Assignment operators

Comparison operators

Logical operators

Identity operators

Membership operators

Bitwise operators

Module 4 : Conditional and looping control statements on primitive and other data structures

if

if else

if elif else

Nested if else

while

for

break with practice example

continue with practice example

Module 5 : Python inbuilt and user define functions and modules in order to build more cleaner and modularized Python application

Defining a function, Types of Function

Program flow when calling a function

Function parameters

Function arguments

Returning values

Defining different parameter types

Default parameter

Lambda function

Map

Reduce

Filter

Global and local variable

Define Module, import module

Built In Modules, Date, Sys, Os, Math, Statistics

Write custome module

Module 6 : Build large, complex Python application with additional benefits of code reusability, scalability and efficiency using OOP concepts.

Object Orientated Programming and Classes and object

Instances, Constructors, Self

Class Attributes

Methods

Inheritance

Subclasses and Overloading

Overriding Methods

Polymorphism

Module 7 : Accessing, modifying file and directory content using Python

Files, Opening and Closing Files

Reading and Writing Files

File Positions(seek,tail method)

Renaming and Deleting Files

File & Directory Related Methods

Module 8 : Error handling in Python to avoid abrupt termination of Python application.

Student Ratings & Reviews