קורס פייתון / Python

• Data types in depth
• OOP as a concept / why Python is OO as a given
• Defining classes
• Creating objects
• Attributes and methods
• Magic methods
• Inheritance

Project

• Git & GitHub
• Public repo for the course
• Project Submission as a git repo
• Starting template for a project will be pulled by the students and then pushed as a new version/branch.
• Committing new features/functions/fixes etc.…
• .ignore

• Planning ahead vs. Jumping to code
• Algorithms, diagrams, and flow visualisationvisualization
• Avoiding “spaghetti” code
  • Planning
  • Constantly testing
  • High cohesion
  • Low coupling
  • Clear code

• Functional approach
• OOP approach
• Scripting approach
• Architecture concepts
• Separating UI from logic
• Scalability

• Writing unit tests
• Test Driven Development (TDD)
• Using test modules vs. print statements vs. debuggers

• Comments, docstrings
• Type hints
• Readme files
• Self-explanatory code vs. complex code

• Serializing data
• Serializing / de-serializing custom objects
• Pickle
• JSON
• CSV
• XML
• Binary data stream
• Databases

• • Creating databases
  • Connecting and querying a DB
  • CRUD
  • SQL (SQlite3) vs. MongoDB (Mongoose)
  • SQLAlchemy as an ORM

• Project

• 7 Layer model
• TCP sockets in Python
• Client / Server architecture
• Multithreading in Python + deadlock
• Python requests module
• Basic web-scraping using Beautiful Soup
• Building a web app backend / API
• Flask, routes, return values (JSON / HTML)
• Rendering HTML pages
• Extending a base.html file
• Redirects
• Handling HTTP requests (get, post, delete, put)
• Jinja2 templating
• Flask SQLAlchemy
• Sessions and cookies
• Authentication
• Basic password encryption
• Deploy a web app to Python Anywhere
• Flask socketIO for real-time communication

• Project

• Creating 2D graphics with PyGame
• Understanding game logic and dynamic programming vs. hard coding
• Event loops
• Sprites and resources
• Playing sounds

Project

• yQt6 Basics
• Creating windows
• Basic widgets and layouts
• Widget properties
• Extending widgets/components classes
• Signals and slots
• Threads in QT
• Using QT designer

• Project

• Basic searching algorithms
• Comparing sorting algorithms
• Optimizing code for faster runtime

• Pandas
• NumPy
• TensorFlow
• OpenCv
• MatPlotLib
• Regex

• Hashing vs. encryption
• SSL
• SQL injection
• DDOS
• Removing keys from your code!