E資格単語帳

"E-Qualification Vocabulary" is an AI qualification-specific app that supports E-qualification certified by JDLA (Japan Deep Learning Association) and allows you to learn through both vocabulary memorization and quiz exercises.
It thoroughly covers the scope of the E-qualification exam, including AI, deep learning, machine learning, natural language processing, CNN, and RNN, and solidifies your knowledge with 328 important keywords and over 1,600 practice questions.

It is designed so that you can easily study during your spare time while commuting to work or school, or even when you have a little free time, and you can repeat learning anytime, anywhere, and as many times as you like&#39;&#39; with a single smartphone.<br>The knowledge is linked to the G test and other AI-related qualifications, making it a must-have app for AI learners, IT engineers, and data scientist applicants.<br><br><br>・App features and concept<br>This app was designed in response to the concerns of test takers such as I want to learn about AI and deep learning on my own'' and The terminology of the E-qualification is too difficult.&#39;&#39;<br>More than just a vocabulary book, it has a memorize, try, and stick'' structure** with the following ingenuity.

All 328 words are divided into chapters.

Equipped with multiple confirmation quizzes in true/false format for each word (over 1,600 total questions)

Question format is randomized to promote memorization

In addition to quizzes, there is also a memorization training function where you can memorize by filling in the blanks of "???"

Self-assessment included (record understanding level in 4 stages with Nico-chan mark)

The strength of this app is that while pursuing perfection as a memorization app, it also fully supports preparation for specialized qualifications called E-qualifications.

・Unit structure (5 chapter structure based on the exam scope)
The terms on the exam are categorized into the following five chapters based on keywords that are emphasized in the JDLA Certified E-Certification Program.

Chapter 1: Mathematics Basics
Linear algebra (matrices, vectors, eigenvalues)

Probability/statistics (probability distribution, Bayes' theorem, moments)

Information theory (entropy, KL divergence)

Chapter 2: Machine Learning
Supervised learning/Unsupervised learning

Distance function (Euclidean distance, Manhattan distance)

Decision trees, SVM, k-nearest neighbors

Evaluation metrics such as precision, recall, and F-measure

Chapter 3: Basics of deep learning
Forward propagation, backpropagation, loss function

Optimization method (SGD, Adam)

Activation function (ReLU, Sigmoid)

Regularization (L1/L2, dropout)

Chapter 4: Application of deep learning
CNN (image recognition, object detection)

RNN (time series processing, natural language processing)

LSTM, GRU

Generative models (GAN, VAE)

Audio processing, BERT, Transformer

Chapter 5: Development/Operational Environment
Distributed processing (Hadoop, Spark)

edge computing

Accelerator (GPU, TPU)

Development environment construction, libraries (PyTorch, TensorFlow)

These are words and concepts that frequently appear in the E-qualification exam, allowing you to efficiently learn the terms you need to know in order to pass.

・Function list and usage
■Keyword "???" display function (ideal for output memorization)
In the initial state, the explanatory text is hidden as "???", so it is possible to memorize the answer by remembering it yourself.
This will prevent you from thinking that you have memorized it, and it will also help you practice thinking on your own without relying on a generation AI like chatGPT.

■Check with the ○× quiz (to develop reflexive judgment)
Each word has multiple true/false questions, allowing you to check your knowledge at a fast pace. Double-strengthen your memory with the combination of vocabulary book and quizzes.

■Understanding level check (4 stages)
Using the Nico-chan mark, students recorded whether they understood completely understood,'' somewhat understood,'' somewhat understood,'' or didn't understand.'' You can use it for weak point analysis and review later.

■Bookmark function
Manage "words you want to review later" and "terms you don't like" with bookmarks. It also has a function that only questions bookmarked words.

■Random questions (5 to 50 questions can be set freely)
With the random function that allows you to freely choose the number of questions, you can study flexibly according to your time and concentration. The order of the questions is different each time to help you memorize them.

■Learning record/reset function
Understanding level and question results are automatically saved. You can also reset all records at once and restart. This design is perfect for those who like to review things over and over again.

■Bookmark reset
You can reset past marks and review according to the new learning phase.


・What is E-qualification? (credentials)
E-Certification (JDLA Deep Learning for ENGINEER) is a qualification for AI engineers that measures understanding of deep learning theory, implementation, and practical application.
Due to the recent boom in generative AI and chatGPT, the recognition of E-qualifications is increasing year by year, and the evaluation from companies is also on the rise.

[Exam summary]
Implemented by: Japan Deep Learning Association (JDLA)

Question format: CBT method

Exam scope: deep learning, mathematics, machine learning, development environment, etc.

Pass rate: about 60%

Eligibility: Completion of JDLA certified course required

[Advantages of acquisition]
Proof of knowledge as an AI engineer

Career path to data scientist/research position

Bridging knowledge with generation AI, chatGPT, and IT passport

Great for appealing when changing jobs or getting promoted.


・Recommended for these people!
Those looking for a full-fledged terminology learning app for E-qualification

Those who want to move on to the next step after passing the G test

Those who want to deepen their memory through a hybrid of word memorization and quiz format

Students and working adults aiming to improve their skills in the fields of AI, deep learning, and IT

Those who want to relearn background knowledge while using chatGPT and AI apps

Those who tried StaSup etc. but were not satisfied

People who want to study efficiently in free time such as commuting to work or school


・Please support us with reviews and feedback!
This app has been continually improved, added issues, and updated based on your feedback.
Your support through reviews is very encouraging.
We will take into account comments such as It was helpful,'' Easy to use,'' and ``I was able to pass the exam'' in future development.

・Download now and enter the world of AI and deep learning!
Would you like to acquire the skills of the AI ​​era through E-qualification and G-certification?
This "E-Qualification Vocabulary" app will help you pass the exam through three steps: memorize, understand, and try.
Before using generation AI such as chatGPT, it is important to acquire basic skills.

“The definitive qualification preparation app” that changes the common sense of vocabulary apps. Install now!