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Are you ready to embrace the darkness?"
Chapter 1: Introduction to Python
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: List, Ranges & Tuples in Python
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 3: Python Dictionaries and Sets
Introduction to the section
Python Dictionaries
More on Dictionaries
Sets
Python Sets Examples
Chapter 4: 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 5: 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 6: Python Object Oriented
Overview of OOP
Creating Classes and Objects
Accessing attributes
Built-In Class Attributes
Destroying Objects
Chapter 7: Python Exceptions Handling
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 8: Python Regular Expressions
What are regular expressions?
The match Function
The search Function
Matching vs searching
Search and Replace
Extended Regular Expressions
Wildcard
Chapter 9: Python Multithreaded Programming
What is multithreading?
Starting a New Thread
The Threading Module
Synchronizing Threads
Multithreaded Priority Queue
Python Spreadsheet Interfaces
Python XML interfaces
Chapter 10: 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 11: Python For Data Analysis
Numpy:
Introduction to numpy
Creating arrays
Using arrays and Scalars
Indexing Arrays
Array Transposition
Universal Array Function
Array Processing
Arrar 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 12: Django Web Framework in Python
Introduction to Django and Full Stack Web Development
The Network : Raw Sockets and Sniffing
Owning the Network with Scapy
Web Hackery
Common Trojaning Tasks on Windows
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