Python3データ分析試験 模擬問題集 全280問 無料

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About this app

📱 For those aiming to pass the Python 3 Engineer Certification Data Analysis Exam. A comprehensive study app for your smartphone: "Mock Exam Questions"!

This app includes 280 original questions covering the entire scope of the exam, including pandas, NumPy, Matplotlib, and scikit-learn, along with a full-fledged mock exam, all completely free of charge. Use chapter-by-chapter drills and review functions to efficiently prepare for the CBT exam during your commute or other free time.

This is a dedicated study app for candidates aiming to pass the "Python 3 Engineer Certification Data Analysis Exam." It powerfully supports your learning from building a strong foundation to final preparation right before the exam!


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📌 Main Features of This App
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📝 1. Chapter-by-Chapter Drills Covering the Entrance Exam Scope
You can progress through the problems chapter by chapter, from the fundamentals of data analysis to NumPy, pandas, Matplotlib, and scikit-learn. With a total of 280 questions, you can steadily deepen your understanding at your own pace.

🎯 2. Realistic Mock Exams
Equipped with a mock exam mode composed of the same question distribution as the actual CBT exam. You can repeatedly test your abilities while keeping the passing score (70% correct answers) in mind.

🔁 3. Efficient "Review and Review" Function
- Extracts and presents only "unstudied" questions (progress management)
- Bookmark questions you're interested in
- Randomly present questions to check your abilities as if it were the actual exam

💡 4. Thorough "Explanation and Hint" Function
- In addition to simple correct/incorrect judgment, it features a step-by-step "hint" function. This allows you to deepen your understanding and acquire knowledge that is useful in practical work.

🎵 5. "BGM/Sound" Function for Continued Learning
- Maintains learning motivation with pleasant background music and sound effects. You can relax and concentrate on your studies. You can switch it off with a single tap in "Settings" when you want to concentrate.


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👤 Recommended for:
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・Those preparing to take the Python 3 Engineer Certification Data Analysis Exam
・Those who want to efficiently learn Python data analysis in their spare time
・Those who want to solve practice problems on their smartphone without carrying heavy textbooks
・Those who want to steadily deepen their understanding by reviewing incorrect answers
・Those aiming to become data scientists or AI engineers
・Those who want to continue learning even in an offline environment

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📖 What is the Python 3 Engineer Certification Data Analysis Exam?
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This is a certification exam organized by the Python Engineer Training Promotion Association, testing knowledge of data analysis using Python.


* Exam Format: CBT (Computer-Based Testing)
* Number of Questions: 40
* Exam Time: 60 minutes
* Passing Score: 70% Correct Answers
* Exam Scope: Fundamentals of data analysis, NumPy, pandas, Matplotlib, scikit-learn, etc.

This is a popular certification for those aiming to become data scientists, machine learning engineers, or AI engineers, and can be used for job hunting, career changes, and internal skill evaluations.

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📅 How to Use This App
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* Challenge yourself with 10 questions a day on your commute
* Solidify your foundation with chapter-by-chapter drills during your lunch break
* Final review with mock exam mode just before the exam
* Challenge yourself with random questions for 10 minutes before bed

With its sophisticated and user-friendly design and smooth operation, this app supports your learning stress-free. Let's achieve first-time pass on the Python 3 Data Analysis Exam with this app!

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🔍 Related Keywords
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Python certification / Python practice questions / Data analysis exam / pandas learning / NumPy introduction / Data science study / Python 3 Engineer Certification / Machine Learning Certification / CBT preparation

Your reviews and feedback are a great help in improving the app. Thank you for your support!

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*This app is an unofficial preparation app to support learning for the Python 3 Engineer Certification Data Analysis Exam. It is not affiliated with the Python Engineer Training Promotion Association or the exam organizers. The included questions are original practice questions created for this app.
*"Python" and the logo are registered trademarks of their respective owners.
A free study guide for the Python 3 Engineer Certification Data Analysis Exam. Includes 280 questions covering pandas/NumPy and more. Chapter-based drills, mock exams, and review features support your CBT (Computer-Based Testing) success!
Updated on
2 Aug 2026

Data safety

Safety starts with understanding how developers collect and share your data. Data privacy and security practices may vary based on your use, region and age. The developer provided this information and may update it over time.
  • This app may share these data types with third parties
    Location, App activity and Device or other IDs
  • This app may collect these data types
    Location, App activity and 2 others
  • Data is encrypted in transit
  • Data can’t be deleted
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About the developer
川本 昌幸
kawa.dev.acc0unt@gmail.com
Japan