Learn Pandas - Python Data
教育
¥150 · iPad対応
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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情報
- 販売元
- Shahbaz Khan
- サイズ
- 64.1 MB
- カテゴリ
- 教育
- 互換性
iOS 13.0以降が必要です。
- iPhone
iOS 13.0以降が必要です。 - iPad
iPadOS 13.0以降が必要です。 - iPod touch
iOS 13.0以降が必要です。 - Mac
macOS 11.0以降とApple M1以降のチップを搭載したMacが必要です。 - Apple Vision
visionOS 1.0以降が必要です。
- 言語
- 英語
- 年齢制限
9+
- 9+
- 著作権
- © Shahbaz Khan
