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Python Course Details

Chapter 1: Introduction

What is Python and history of Python?

Unique features of Python

Python-2 and Python-3 differences

Install Python and Environment Setup

First Python Program

Python Identifiers, Keywords and Indentation

Comments and document interlude in Python

Command line arguments

Getting User Input

Python Data Types

What are variables?

Python Core objects and Functions

Number and Maths

Week 1 Assignments

Chapter 2: Control Statements

if-else

if-elseif-else

while loop

for loop

break

continue

assert

pass

return

Chapter 3: List, Ranges & Tuples

Introduction

Lists in Python

More About Lists

Understanding Iterators

Generators , Comprehensions and Lambda Expressions

Introduction

Generators and Yield

Next and Ranges

Understanding and using Ranges

More About Ranges

Ordered Sets with tuples

Chapter 4: Python Dictionaries and Sets

Introduction to the section

Python Dictionaries

More on Dictionaries

Sets

Python Sets Examples

Chapter 5: Input and Output in Python

Reading and writing text files

writing Text Files

Appending to Files and Challenge

Writing Binary Files Manually

Using Pickle to Write Binary Files

Chapter 6: Python built in function

Python user defined functions

Python packages functions

Defining and calling Function

The anonymous Functions

Loops and statement in Python

Python Modules & Packages

Chapter 7: Python Object Oriented

Overview of OOP

The self variable

Constructor

Types Of Variables

Namespaces

Creating Classes and Objects

Inheritance

Types of Methods-

1. Instance Methods
2. Static Methods
3. Class Methods

Accessing attributes

Built-In Class Attributes

Destroying Objects

Abstract classes and Interfaces

Abstract Methods and Abstract class

Interface in Python

Abstract classes and Interfaces

Chapter 8: Exceptions

Errors in Python

Compile-Time Errors

Runtime Errors

Logical Errors

What is Exception?

Handling an exception

try….except…else

try-finally clause

Argument of an Exception

Python Standard Exceptions

Raising an exceptions

User-Defined Exceptions

Chapter 9: Python Regular Expressions

What are regular expressions?

The match Function

The search Function

Matching vs searching

Search and Replace

Extended Regular Expressions

Wildcard

Chapter 10: Python Multithreaded Programming

What is multithreading?

Difference between a Process and Thread

Concurrent Programming and GIL

Uses of Thread

Starting a New Thread

The Threading Module

Thread Synchronization

Locks

Semaphore

Deadlock of Threads

Avoiding Deadlocks

Daemon Threads

Chapter 11: Using Databases in Python

Python MySQL Database Access

Install the MySQLdb and other Packages

Create Database Connection

CREATE, INSERT, READ, UPDATE and DELETE Operation

DML and DDL Oepration with Databases

Performing Transactions

Handling Database Errors

Web Scraping in Python

Chapter 12: Python For Data Analysis

Numpy:

Introduction to numpy

Creating arrays

Using arrays and Scalars

Indexing Arrays

Array Transposition

Universal Array Function

Array Processing

Array Input and Output

Pandas:

What is pandas?

Where it is used?

Series in pandas

Index objects

Reindex

Drop Entry

Selecting Entries

Data Alignment

Rank and Sort

Summary Statics

Missing Data

Index Heirarchy

Matplotlib: Python For Data Visualization

Welcome to the Data Visualiztion Section

Introduction to Matplotlib

Chapter 13: Graphical User Interface

GUI in Python

Button Widget

Label Widget

Text Widget

Chapter 14: Django Web Framework in Python

Introduction to MVC and MVT architecture in Web development

Django folder structure and flow of control

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