| Concepteur: | SimTeCon GmbH (80) | ||
| Prix: | $6.99 | ||
| Classements: | 0 | ||
| Avis: | 0 Rédiger un avis | ||
| Listes: | 0 + 0 | ||
| Points: | 0 + 0 ¡ | ||
| App Store | |||
Description
PyData Lab is a comprehensive learning platform focused on Python data analysis with NumPy and pandas. The application provides a structured, step-by-step learning path for mastering data analysis techniques through practical exercises and real-world applications.
Core Functionality
* Complete NumPy & pandas learning system: Comprehensive curriculum covering fundamental to advanced data analysis techniques
* Built-in study tools: NumPy & pandas cheatsheets and flashcards for fast review and focused practice
* Extensive practice environment: 70 coding questions per unit to reinforce concepts
* Daily skill building: Daily coding challenges to maintain and improve your skills
* Comprehensive learning materials: Each unit includes detailed lecture notes and step-by-step tutorials
* Progress analytics: Track your learning journey over time
Learning Units
1. Introduction to Data Analysis
2. Setting Up Your Environment
3. Understanding NumPy Arrays
4. Exploring pandas Data Structures
5. Data Cleaning Techniques
6. Handling Missing Data and Outliers
7. Data Transformation and Normalization
8. Indexing, Slicing, and Filtering
9. Merging, Joining, and Concatenating Datasets
10. Exploratory Data Analysis
11. Descriptive Statistics and Summary Measures
12. Data Aggregation and Grouping Techniques
13. Time Series Analysis and Date-Time Handling
14. Data Visualization Basics
15. Advanced Preprocessing and Feature Engineering
Key Features
* 120 data analysis programming units: Covering core topics with comprehensive content
* 70 coding questions per unit: Extensive practice opportunities for skill development
* Multiple examples and code demonstrations: Practical applications and clear implementations
* Clear explanations and solutions: Step-by-step guidance for problem-solving
* Lecture notes: In-depth explanations for each topic and concept
* Tutorials: Practical guides for applying programming concepts effectively
* Daily coding challenge: New problem every day to sharpen your skills
* Progress tracking: Visual indicators showing completion status across all units
* Offline access: Full functionality available without an internet connection
* Custom themes: 12 different themes to personalize your learning environment
* 15 interface languages: Learn in your preferred language
* Ad-free experience: Clean interface focused entirely on learning
Study Tools & Reference
* NumPy Cheatsheet – quick reference for essential syntax and core concepts
* NumPy Flashcards – 360 targeted flashcards across 12 NumPy units
* pandas Cheatsheet – quick reference for essential syntax and core concepts
* pandas Flashcards – 360 targeted flashcards across 12 pandas units
Highlights – ALL INCLUDED
* 100% offline access
* No ads – focus on learning without interruptions
* 12 custom themes – personalize your interface
* All content unlocked – no subscriptions or in-app purchases
PyData Lab provides a structured approach to learning Python data analysis, combining theoretical content with practical exercises to help you develop your skills in NumPy and pandas at your own pace. Download now to start your data analysis journey.
Nouveautés
- Version: 2.1
- Mis à jour:
- • NumPy Cheatsheet – quick reference for essential syntax and core concepts
• NumPy Flashcards – 360 targeted flashcards across 12 NumPy units
• pandas Cheatsheet – quick reference for essential syntax and core concepts
• pandas Flashcards – 360 targeted flashcards across 12 pandas units
• Updated lecture notes and module content
• Improved UI for faster, easier navigation
Prix
- Aujourd’hui: $6.99
- Minimum: $4.99
- Maximum: $9.99
Suivre l'évolution des prix
Concepteur
- SimTeCon GmbH
- Plateformes: iOS Applications (74) iOS Jeux (6)
- Listes: 0 + 0
- Points: 8 + 1 ¡
- Classements: 0
- Avis: 0
- Remises: 0
- Vidéos: 0
- RSS: S'abonner
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Informations supplémentaires
- Version: 2.1
- Catégorie:
iOS Applications›Éducation - Systèmes d'exploitation:
iPad,iPhone,iOS 15.1 ou version ultérieure - Taille:
41 Mb - Langues prises en charge:
English - Classification du contenu:
4+ - App Store Note:
0 - Mis à jour:
- Date de sortie:
PyData Lab URL courte: Copié!- 🌟 Partager
- App Store
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