LAP 4 - getfutureproof/fp_guides_wiki GitHub Wiki
In the final lap, we add a new language to your programming repertoire – Python. You’ll learn a new Python framework and dive deeper into object-oriented programming. We finish the week with an intro to data visualisation and manipulation, for which Python is commonly used.
Topics
| Topic | Description | Technologies |
|---|---|---|
| Intro to Python | Variables, data types and functions in Python. | Python |
| Procedural Python | Control flow, loops, iteration and modules in Python. | Python |
| Object Oriented Python | Creating classes, methods, instances and other key concepts of object orientation in Python. | Python |
| Python as a Backend: Flask | Creating a basic Python application using the Flask framework. | Python - Flask |
| Python as a Backend: Django | Creating a basic Python application using the Django framework. | Python - Django |
| Testing with Pytest | Setup and writing tests in Python. | Python - Flask - Pytest |
| Data Manipulation | Handling data with Python, including visualisation and cleaning. | Python - Jupyter - NumPy - Pandas |
| Intro to Data Science | Getting started with models and machine learning. | Python - Sklearn |