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Cognitiveclass.ai - PY0101EN Python for Data Science

Home Page: https://courses.cognitiveclass.ai/courses/course-v1:Cognitiveclass+PY0101EN+v2/courseware/407a9f86565c44189740699636b4fb85/

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python jupyter-notebook ibm-cognitiveclass ibm programming-language beginners-guide python-beginners learning-python learning-labs

ibm-cognitiveclass-python_for_data_science's Introduction

IBM-Cognitiveclass-Python_for_Data_Science

Cognitiveclass - PY0101EN Python for Data Science

Go to course website

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

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