Get familiar with the basics of programming, statistics
Python Fundamentals
Learn the basics of Python programming including variables, data types, control structures, and functions.
Basic Data Structures
Understand basic data structures in Python including lists, dictionaries, sets, and tuples.
Working with Files
Learn how to read from and write to files in Python.
Basic Error Handling and Debugging
Understand how to handle errors and debug Python programs.
Mathematics and Statistics
Learn fundamental concepts in mathematics and statistics relevant to machine learning.
Introduction to Machine Learning
Learn about the history, types, and basic concepts of machine learning.
Tools and Libraries
Set up the Python environment and learn the basics of essential tools and libraries.
Simple Projects
Work on simple projects to apply your knowledge of data cleaning, visualization, and basic machine learning.
