Python Syllabus – Shamagg

Python Syllabus

What is Python and history of Python?
Unique features of Python
Python-2 vs 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
Variables
Python Core objects and Functions
Number and Maths
Week 1 Assignments

Lists in Python and advanced operations
Understanding Iterators
Generators, Comprehensions, and Lambda Expressions
Generators and Yield
Next and Ranges
More about Ranges
Ordered Sets with Tuples

Python Dictionaries and advanced operations
Python Sets and examples

Reading and writing text files
Appending to Files
Writing Binary Files Manually
Using Pickle to Write Binary Files

Python built-in functions and user-defined functions
Python packages functions
Defining and calling functions
Anonymous functions (Lambda)
Loops and statements in Python
Python Modules & Packages

Overview of OOP
Creating Classes and Objects
Accessing attributes and Built-In Class Attributes
Destroying Objects

Handling Exceptions (try...except...else, try...finally)
Python Standard Exceptions
Raising and User-Defined Exceptions

Introduction to Regular Expressions
match(), search(), search vs match
Search and Replace
Extended Regular Expressions & Wildcards

Introduction to multithreading
Threading module and Synchronization
Multithreaded Priority Queue
Python Spreadsheet & XML interfaces

Python MySQL Database Access
Create Database Connection and perform CRUD operations
DML and DDL Operations
Transactions and Database Error Handling
Web Scraping

Numpy: arrays, indexing, transposition, universal functions, array I/O
Pandas: Series, Index objects, Reindex, Drop, Data Alignment, Missing Data, Summary Statistics
Matplotlib: Data visualization basics

Introduction to Django
Full Stack Web Development with Python

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