Learn Pandas - Python Data
教育
¥8.00 · 专为 iPad 设计
Master Pandas, the essential Python library for data analysis and manipulation! Learn Pandas is your comprehensive guide to becoming proficient in data science with hands-on lessons, interactive quizzes, and real-world coding challenges.
- COMPLETE PANDAS CURRICULUM
Our structured learning path covers everything from basics to advanced techniques:
Getting Started - Installation, Series, DataFrames, and core concepts
Data Loading - CSV, Excel, JSON, SQL databases, and web scraping
Data Inspection - head(), info(), describe(), and data profiling
Indexing & Selection - loc, iloc, boolean indexing, and filtering
Data Cleaning - Handling missing values, duplicates, and data types
Data Transformation - Sorting, ranking, replacing, and mapping values
String Operations - Text processing, regex patterns, and string methods
DateTime Handling - Time series analysis, date parsing, and resampling
Aggregation & GroupBy - Split-apply-combine strategy and aggregations
Merging & Joining - Combining datasets with merge, join, and concat
Pivot Tables - Reshaping data with pivot, melt, and stack operations
Statistical Analysis - Descriptive statistics, correlations, and distributions
Data Visualization - Integration with matplotlib and plotting methods
Performance Optimization - Vectorization, memory management, and speed
Advanced Techniques - MultiIndex, categorical data, and method chaining
Real-World Projects - Practical data analysis workflows and pipelines
- POWERFUL LEARNING FEATURES
Interactive Lessons with Code Examples 120+ comprehensive lessons with syntax-highlighted Python code examples demonstrating real-world Pandas operations and best practices.
AI-Powered Learning Assistant Get instant help with your Pandas questions. Our intelligent AI assistant provides explanations, debugging help, and coding guidance tailored to your learning level.
Progress Tracking Monitor your learning journey with detailed progress statistics, completion tracking, and learning streaks to stay motivated.
Tips & Best Practices Access curated tips covering performance optimization, common pitfalls, coding standards, and professional data analysis workflows.
Dark Mode Support Study comfortably in any lighting condition with beautiful dark and light themes.
Offline Access All lessons and content available offline - learn anywhere, anytime without internet connection.
Search Functionality Quickly find specific topics, methods, or concepts with powerful search across all lessons.
- WHY LEARN PANDAS?
Pandas is the industry-standard library for data analysis in Python, used by millions of data professionals worldwide. It's essential for data science, machine learning, business analytics, financial analysis, and research. Master Pandas to unlock career opportunities in the fastest-growing tech field.
- PERFECT FOR
Python developers learning data analysis
Data science beginners and students
Data analysts transitioning to Python
Machine learning practitioners
Business analysts working with data
Anyone preparing for data science interviews
Professionals upgrading their data skills
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信息
- 提供者
- Shahbaz Khan
- 大小
- 64.1 MB
- 类别
- 教育
- 兼容性
设备需装有 iOS 13.0 或更高版本。
- iPhone
设备需装有 iOS 13.0 或更高版本。 - iPad
设备需装有 iPadOS 13.0 或更高版本。 - iPod touch
设备需装有 iOS 13.0 或更高版本。 - Mac
需要 macOS 11.0 或更高版本以及装有 Apple M1 或更高版本芯片的 Mac。 - Apple Vision
设备需装有 visionOS 1.0 或更高版本。
- 语言
- 英语
- 年龄分级
9+
- 9+
- 版权
- © Shahbaz Khan
