2025 | Pandas Bootcamp | Data Analysis with Pandas Python3

Course Overview

• Course Title: 2025 | Pandas Bootcamp | Data Analysis with Pandas Python3
• Instructor: Faisal Zamir
• Target Audience:
  • Students
  • Data analysts
  • Business professionals
  • Aspiring data scientists
• Prerequisites: Basic knowledge of Python programming with beginner experience

Curriculum Highlights

• Key Topics Covered:
  • Introduction to Pandas
  • Data structures
  • Series and DataFrame operations
  • Descriptive and inferential statistics
  • Function application
  • Reindexing and sorting
  • String methods
  • Customization options
  • Window functions
  • Groupby operations
  • Categorical data
  • Visualization techniques
  • I/O tools
  • DateTime functions
• Key Skills Learned:
  • Understanding Pandas basics and installation
  • Working with data structures
  • Applying statistics methods
  • Function application on data
  • Data cleaning and manipulation
  • Customizing display options
  • Indexing and selecting operations
  • Using window functions
  • Grouping and aggregating data
  • Handling categorical data
  • Visualizing data with plots
  • Reading and writing data in various formats
  • Working with sparse data

Course Format

• Duration: 11.5 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 1 practice test
  • Assignments
  • 8 articles
  • 15 downloadable resources
  • Access on mobile and TV
  • Certificate of completion