Python Pandas Programming with Coding Exercises

Course Overview

• Course Title: Python Pandas Programming with Coding Exercises
• Instructor: Dr Python
• Target Audience:
  • Beginners eager to dive into data science
  • Experienced programmers looking to sharpen their skills
• Prerequisites:
  • Basic understanding of Python programming

Curriculum Highlights

• Key Topics Covered:
  • DataFrames and Series creation and manipulation
  • Importing and exporting data from various formats (CSV, Excel, etc.)
  • Data cleaning and preprocessing techniques
  • Grouping, merging, and joining datasets
  • Advanced data manipulation techniques
  • Handling time series data
  • Visualization with Pandas
• Key Skills Learned:
  • Create, manipulate, and analyze data using Pandas DataFrames and Series
  • Techniques for cleaning, preprocessing, and preparing data for analysis
  • Methods to merge, join, and aggregate data for insightful analysis
  • Practical skills in visualizing data and generating reports using Pandas

Course Format

• Duration: 2 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 2 practice tests
  • Assignments
  • 10 articles
  • 1 downloadable resource
  • Access on mobile and TV
  • Certificate of completion