jorloicono/AF-PYTHON-BASICS-TECNOFOR

AF-PYTHON-BASICS-TECNOFOR

• DAY 1: https://colab.research.google.com/drive/1-VGbE2oR5uuhnm8TKiwaWPqEXN6-SuF4?usp=sharing
• DAY 2: https://colab.research.google.com/drive/1nK0zhjpzAeQHUQ25pOF66OwVMB2wXPj8?usp=sharing
• DAY 3: https://colab.research.google.com/drive/1uaMrXofrvp0vnCUqBV4KexF4_TtkcQTD?usp=sharing
• DAY 4: https://colab.research.google.com/drive/1cI7jCqttwQtkdijnBBmecRsM9FV4l5cu?usp=sharing

Introduction to Python

• What is Python?: https://realpython.com/what-is-python/
• Installing Python: https://realpython.com/installing-python/
• Development environments (IDEs): https://realpython.com/python-ides-code-editors-guide/

Python Programming Fundamentals

• Variables and data types: https://www.programiz.com/python-programming/variables-datatypes
• Operators: https://www.w3schools.com/python/python_operators.asp
• Control structures (if, else, loops): https://www.tutorialspoint.com/python/python_decision_making.htm

Functions and Modularity

• Function definition and invocation: https://www.geeksforgeeks.org/python-functions/
• Parameters and arguments: https://www.youtube.com/watch?v=i_ZEaE5vfE0
• Modularity and code reuse: https://www.tiny.cloud/blog/modular-programming-principle/

Data Structures in Python

• Lists: https://www.w3schools.com/python/python_lists.asp
• Tuples: https://realpython.com/python-tuple/
• Dictionaries: https://realpython.com/courses/python-basics-dictionaries/
• Sets: https://www.w3schools.com/python/python_sets.asp

File Handling

• Reading and writing text files: https://www.tutorialspoint.com/python/python_file_handling.htm
• Using the with statement for file handling: https://realpython.com/read-write-files-python/

Introduction to Object-Oriented Programming (OOP)

• Classes and objects: https://www.youtube.com/watch?v=3zoyA3U2Ka0
• Attributes and methods: https://www.youtube.com/watch?v=zcPb1TGAWfk
• Encapsulation: https://www.geeksforgeeks.org/encapsulation-in-java/

Exceptions

• Error handling with try-except: https://realpython.com/python-exceptions/
• The finally clause: https://www.datacamp.com/tutorial/exception-handling-python
• Raising exceptions: https://www.golinuxcloud.com/python-try-except/

Introduction to Functional Programming in Python

• Lambda functions: https://www.youtube.com/playlist?list=PL5Raijva2y4Rj6b_o7qEJr7ROubAYOP21
• Map, filter, reduce: https://www.w3resource.com/python/functional-programming-map-filter-reduce.php

Introduction to Modules and Packages

• Creating and using modules: https://www.learnpython.org/en/Modules_and_Packages
• Importing modules and packages: https://realpython.com/python-modules-packages/

Introduction to Data Manipulation with Pandas

• Pandas installation: https://realpython.com/pandas-read-write-files/
• Reading and writing data: https://www.studytonight.com/pandas/basic-operations-on-pandas-dataframe
• Basic DataFrame operations: https://docs.kanaries.net/topics/Pandas/pandas-dataframe-basics