Advanced Python

1
Introduction and Overview
- ML_Downloads
- Welcome Survey
- Meet your instructor
- Introduction to the Class
- Python IDEs
- Full Deck
2
Python Fundamentals
- Basics of Python
- More Basics
- Loops
- Lab
- Mini Lab: List and Tuples
- Counting Frequency Lab
- Dictionary with Fallback Lab
- Multiple Keyword Arguments Lab
- Multi Dictionary Lab
3
OS Functions
- OS Overview
- OS LAB
- External Apps
- Time
- Directories
- OS and Dir Lab
- Time Zone Aware Date Time Lab
- Date Parsing Lab
- Saving Dates
4
File Manipulation
- File Manipulation
- File Manipulation Lab
- Mid-Course Survey
- File Manipulation Code
- Zip a Directory Lab
- Pickling and Shelving Lab
- Reading and Writing XML/HTML
- Reading and Writing from a CSV
- Reading and Writing to a DB
5
Exceptions
- Exceptions in Python
- Exceptions Lab
- Progress Bar Lab
6
Zen of Python
- This
- More of This
- Comprehensions Lab
- Comprehension and Generators
- Mini Lab: List Comprehension and Generators
- Mini Lab: Timeit
- Mini Lab: Enumerate
- Mini Lab: Zip
- Mini Lab: More Generators
- Zen of Python Lab
- Profile Lab
- Tracing Lab
7
OOP
- Classes
- Mini Lab: Classes
- Static and Class Methods
- Shapes Lab
8
Cryptography (Hashing and Encryption)
- Encryption and Hashing
- Applied Cryptography Lab
9
Introspection
- Introspection
- Inspection Lab
10
Decorators - Function Modifiers
- Decorators
- Decorators Lab
11
Fun Stuff - Tips and Tricks
- Play Time
- Fun Stuff Labs
12
Threading and Synchronization
- Threading
- Semaphores
- Threading Labs
- Mini Lab: GIL
- Mini Lab: Getting Values from Multiprocessing Processes
- Mini Lab: Spiders!
13
Networking - Socket Programming
- Networking
- Networking Lab
- Socket Resources
14
Database - CRUD
- DB
15
Extra
- Odds and Ends
- Python Cheat Sheet
- Blockchain and Python Code
- ML_Downloads

Advanced Python

Python is a language with a simple syntax, and a powerful set of libraries. In this course, we go beyond the basics and cover more advanced Python features.

Course curriculum

Introduction and Overview

Python Fundamentals

OS Functions

File Manipulation

Exceptions

Zen of Python

OOP

Cryptography (Hashing and Encryption)

Introspection

Decorators - Function Modifiers

Fun Stuff - Tips and Tricks

Threading and Synchronization

Networking - Socket Programming

Database - CRUD

Extra