AI・IT・クラウド 資格総合問題集

This app is an unofficial learning app. It is not affiliated with any of the organizations that administer the exams (see "Notes" at the end for details).

This app provides a collection of practice questions for AI, cloud computing, and information processing certification exams, all in one app. All questions are available for free.

■ Exams Included
Includes 25 exams and 15,543 questions.

• G-Test (Generalist Certification) … 1,000 questions (5 sets)
• Generative AI Passport … 360 questions (6 sets)
• E-Certification (Engineer Certification) … 630 questions (6 sets)
• Data Scientist Certification Literacy Level (DS Certification) … 600 questions (6 sets)
• Python 3 Engineer Certification Basic Exam … 240 questions (6 sets)
• Python 3 Engineer Certification Data Analysis Exam … 240 questions (6 sets)
• AWS Certified Cloud Practitioner / AI Practitioner / Solutions Architect - Associate / Data Engineer - Associate / Machine Learning Engineer - Associate … 390 questions each (6 sets each)
• AWS Certified Solutions Architect - Professional … 450 questions (6 sets)
• Microsoft Certified Azure AI Fundamentals (AI-901) … 300 questions (6 sets)
• Google Cloud Certified Generative AI Leader … 360 questions (6 sets)
• NVIDIA Certified NCA-AIIO / NCA-GENL / NCA-GENM… 300 questions each (6 sets each, English)
• NVIDIA Certified NCP-GENL / NCP-AAI… 390 questions each (6 sets each, English)
• IT Passport Examination… 600 past questions published by IPA (6 sets, 2009-2011)
• Fundamental Information Technology Engineer Examination, Subject A, Morning… 1,900 questions in total: Past questions published by IPA (morning, 2009-2019, 22 times), sample questions (Subject A, published in 2022, 60 questions), publicly available questions (Subject A, 2023-2026, 4 times)
• Fundamental Information Technology Engineer Examination, Subject B, Afternoon… Publicly available questions published by IPA (Subject B, 2023-2026, 4 times), sample questions (Subject B, published in 2022, 20 questions), past questions (afternoon) (2009-2019, 22 sessions). Afternoon session: one question per blank, totaling 1,768 questions.
* Applied Information Technology Engineer Examination, Morning Session… Past questions published by IPA, 2009-2025, 33 sessions, 2,640 questions.
* Database Specialist Examination, Morning II… Past questions published by IPA, 2009-2025, 17 sessions, 425 questions.
* System Architect Examination, Morning II… Past questions published by IPA, 2009-2025, 16 sessions, 400 questions.
■ Two Types of Questions
* Original Questions (G-Test, Generating AI Passport, E-Certification, DS-Test, Python, AWS, Microsoft, Google Cloud, NVIDIA)… These are questions created specifically for this application and are not actual exam questions. They are created using AI and verified one question at a time in a separate process. Not only are the reasons for the correct answer explained, but also why the other options are incorrect, for each option. The generated AI-powered passport is based on the exam scope from February 2027 onwards, the E-certification is based on the 2026 syllabus, and the DS certification is based on the exam scope from June 2026 onwards (Skill Checklist ver. 6).

* Past IPA questions (IT Passport, Basic Information Technology Engineer, Applied Information Technology Engineer, Database Specialist, System Architect) ... Questions published by the IPA are included as images, and the source (year, period, exam category, time category, question number) is displayed for each question. All questions include explanations created independently by this application (with explanations for each option). These explanations were created using AI and verified one question at a time in a separate process; they are not official IPA explanations.

■ Two Modes
• Test Mode: Solve a set of questions within a time limit, and receive a final score.
• Practice Mode: Check your answers one question at a time.
■ Review Features
• "Weakness Review": Re-solve only the questions you got wrong.
• "Bookmarks": Save questions you're interested in.
• Display your accuracy rate by subject after scoring.
• Resume from where you left off even if you close the app midway.
• Dark Mode Support
■ Offline Learning Available
All question data is built into the app. You can learn while commuting or in airplane mode.
■ Ad-Free and Ad-Free Plans
To offer this app for free, an ad will be displayed once every 20 questions solved, when the screen changes. Ads will not be displayed while you are reading questions or explanations. In Test Mode, the time limit timer will pause during ads.
There is also an "Ad-Free Plan" (auto-renewing subscription, 1 month, 500 yen) that does not display ads. The number of questions and functions are the same as the free version; only the presence or absence of ads differs.
• Payment will be charged to your Google Play account.

* Subscriptions automatically renew every month until canceled. Even after cancellation, you can continue to use the service ad-free until the end of the current period.

* You can cancel your subscription from the Google Play Store app: Profile icon → "Payments & subscriptions" → "Subscriptions".

■ Important Notes
* This app is not affiliated with, endorsed by, or affiliated with any of the following organizations: Japan Deep Learning Association (JDLA), Python Engineer Training Promotion Association, Generative AI Utilization and Promotion Association (GUGA), Data Scientist Association, Information-technology Promotion Agency (IPA), Amazon Web Services, Inc., Microsoft Corporation, Google LLC, or NVIDIA Corporation.

* "G-Test" and "E-Qualification" are registered trademarks of JDLA. "DS-Test" and "Data Scientist Test" are trademarks of the Data Scientist Association. AWS, Amazon Web Services, and related names are trademarks of Amazon.com, Inc. or its affiliates. Microsoft, Azure, and related names are trademarks of the Microsoft group. Google Cloud and related names are trademarks of Google LLC. NVIDIA and related names are trademarks or registered trademarks of NVIDIA Corporation. Other exam names are trademarks or registered trademarks of their respective organizations.

* Questions for the IT Passport, Fundamental Information Technology Engineer, Applied Information Technology Engineer, Database Specialist, and System Architect exams are past questions, publicly available questions, and sample questions published by IPA. All other questions are independently created and are not reproductions of actual exam questions.

* The scope of questions and specifications of each service may change. Please also check the latest official information when studying.

* The pass/fail judgment within the app is a guideline for learning purposes.

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