IBM-Cognitiveclass-Python_for_Data_Science

Cognitiveclass - PY0101EN Python for Data Science

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Syllabus

Module 1 - Python Basics

• Your first program
• Types
• Expressions and Variables
• String Operations

Module 2 - Python Data Structures

• Lists and Tuples
• Sets
• Dictionaries

Module 3 - Python Programming Fundamentals

• Conditions and Branching
• Loops
• Functions
• Objects and Classes

Module 4 - Working with Data in Python

• Reading files with open
• Writing files with open
• Loading data with Pandas
• Working with and Saving data with Pandas

Module 5 - Working with Numpy Arrays

• Numpy 1D arrays
• Numpy 2D arrays