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