E資格 対策アプリ

qualiy.jp (クオリー)

About this app

[A straight path to passing with the most powerful app for E-certification!]

A new practice app for the "E-certification" sponsored by the JDLA (Japan Deep Learning Association) is here! This app contains 138 questions for each unit that correspond to the scope of the exam, and is structured so that you can study efficiently even in your spare time. You can prepare for the E-certification in earnest with just your smartphone, even during your commute or a short break.

This app is designed to be easy to understand and functional, and is recommended for those who think that the E-certification is difficult.

■Features and main functions of the app

This app covers themes that frequently appear in the E-certification exam, and is designed to allow you to consistently perform everything from solidifying your knowledge to checking your abilities.

・Convenient functions to support repeated learning

Bookmark function: Mark important questions or questions you want to review, and review them later intensively

Re-ask only questions you missed: Automatically extract weak areas and overcome them efficiently

Random questions (5-50 questions): Easily review with any number of questions you like

Random order of questions and answer options: Supports essential understanding without relying on memory

Check learning progress: Visualize progress for each unit. Visually understand with smiley faces

Answer result reset/bookmark reset: Easy to restart

■List of included units
This covers the scope of questions in the E certification and includes the following main units:

1. Basic mathematics
Probability/statistics: Probability distribution, Bayes' rule

Information theory: Information amount

2. Machine learning
Machine learning basics: Algorithms, tasks, hyperparameters, etc.

Practical methodology: Performance index, parameter selection

Reinforcement learning (optional)

3. Deep learning basics
Forward propagation network: Fully connected NN, activation function, error propagation

Optimization/regularization: Learning rate, norm, dropout, etc.

Convolutional network: Convolution/pooling processing

RNN/Transformer/Attention mechanism

Generalization performance/ensemble/hyperparameters

Graph neural network (optional)

4. Application of deep learning
Image recognition: ResNet, ViT

Object detection: YOLO, SSD, Mask R-CNN, etc.

Semantic segmentation: U-Net, FCN

Natural language processing: BERT, GPT, WordEmbedding

Generative models: autoencoder, GAN

Deep reinforcement learning: DQN, DDPG

Distance learning, ensuring explainability

5. Development and operation environment
Edge computing, distributed processing, accelerators

Container virtualization (Docker, etc.)

6. Programming
Basic operations of Python and Numpy

7. Optional fields (supplementary learning)
Linear algebra, speech processing, reinforcement learning, use of middleware

■ Recommended for these people! Those who want to pass the E-certification in the shortest time

Those who want to study efficiently during their commute or spare time

Those who are not confident about past exam questions and reference books alone

Those who want to overcome their weak areas by analyzing them with AI

Those who want to study repeatedly at their own pace

Those who want to use it as a final check just before the exam

■ A system that makes it easy to continue studying

"A few minutes a day is the shortcut to passing"

This app is designed to allow you to progress at a good pace with detailed explanations for each question. By using the overall progress and bookmark functions, you can also use it as your own "custom problem set".

In addition, the AI ​​diagnosis function clarifies your strengths and weaknesses, and you can see at a glance which units you should prioritize. We provide a learning experience full of ideas that even busy working adults and students can continue without difficulty in their daily lives.

■ What is the E-certification?

The E-certification (Engineer Qualification) is a private qualification sponsored by the JDLA (Japan Deep Learning Association) that certifies personnel who can utilize deep learning. It proves your practical skills as an AI engineer, is highly regarded by companies and research institutions, and is considered an advantageous qualification for career advancement and job hunting.

[Exam Overview]

Exam time: 120 minutes (CBT)

Question format: Multiple choice (multiple choice)

Pass criteria: Correct answer rate of 60% or more

Implementation period: Approximately twice a year

■ Please support us with reviews!
If you feel that the app was useful, please review and rate it in the app store. Your feedback will be a major driving force for adding questions, improving functions, and improving the UI in the future!

■ Download now and pass!
If you want to start studying for the E-certification in earnest, now is your chance.
All reference books, question collections, and analysis functions are completed in one app.
Take a step toward becoming an AI engineer of the future!