Since the fledgling engineer passed the G test, make a note of the learning content

Overview

I have compiled a study memo for review when taking the G test. I hope it will be helpful to anyone.

G test outline

Excerpt from Japan Deep Learning Association

Have basic knowledge of deep learning, determine an appropriate utilization policy, and test whether you have the ability and knowledge to utilize the business. Eligibility for exams No restrictions Outline of implementation Test time: 120 minutes Knowledge problem (multiple choice, about 220 questions) Online implementation (home exam) Question range Questions from the syllabus Examination fee General: 12,000 yen (excluding tax) Student: 5,000 yen (excluding tax)

Learning method

Start learning by gathering at Zoom from 21:00 to 2300 on weekdays

  1. Individual study with videos or books (40 minutes)
  2. Take the practice test of DIVE INTO EXAM (10 minutes)
  1. Share learning content within the team (10 minutes)

Books

The shortest pass with this one book Deep Learning G Test Generalist Summary Text & Problem Collection Shortest breakthrough deep learning G test (generalist) collection of problems

Video

Shirogen IT AIcia Solid Project I will explain the JDLA G test mock exam earnestly! "University Mathematics / Physics" Learned at Preparatory School AI dollars to learn together Neural Network Console

Look back

I found the book very difficult because I started from a state where I didn't know anything about machine learning. If you have some understanding of machine learning, you can just use books.

However, if you do not have prior knowledge like me, first take a quick look at the explanation video and get an overview. I think that you can learn efficiently if you learn by comparing the contents of the book with the contents of the explanation video.

Also, although it is not essential, if you can secure time, you can relearn math or I think it will be fun to learn if you implement it using Python.

Thank you for reading this far.

Reference URL

DIVE INTO EXAM

Shirogen IT AIcia Solid Project I will explain the JDLA G test mock exam earnestly! "University Mathematics / Physics" Learned at Preparatory School AI dollars to learn together Neural Network Console

The shortest pass with this one book Deep Learning G Test Generalist Summary Text & Problem Collection Shortest breakthrough deep learning G test (generalist) collection of problems

Recommended Posts

Since the fledgling engineer passed the G test, make a note of the learning content
Machine learning memo of a fledgling engineer Part 1
Machine learning memo of a fledgling engineer Part 2
Make a note of the list of basic Pandas usage
Make a copy of the list in Python
A note about the python version of python virtualenv
Impressions of taking the Udacity Machine Learning Engineer Nano-degree
Make a BOT that shortens the URL of Discord
Python Note: The mystery of assigning a variable to a variable
Make a note of what you want to do in the future with Raspberry Pi
[Note] Import of a file in the parent directory in Python