python-for-data-science-1

IBM Course

Module 1:

• [[Python Basics]]
• [[Jupyter]]
• Types
• Expressions and Variables
• [[String Operations]]

Module 2:

• Python Data Structures
• Lists and Tuples
• Dictionaries
• Sets

Module 3:

• Python Programming Fundamentals
• Conditions and Branching
• Loops
• Functions
• Exception Handling
• Objects and Classes
• Practice with Python Programming Fundamentals

Module 4:

• Working with Data in Python
• Reading and Writing Files with Open
• Pandas
• Numpy in Python

Module 5: APIs and Data Collection

• Simple APIs
• REST APIs, Web Scraping, and Working with Files
• Final Exam