Released: Jun 9, 2022

JetBrains Academy for Organizations での更新項目

機能

• Added a new track: Math for Machine Learning.
  • This track will help you discover what is going on under the hood of machine learning, from linear regression to gradient descent. You will gain a better understanding of regression tasks that play an important part in machine learning. In addition, you will:
    • Learn the essentials of sets and numerical functions.
    • Find out how probability is related to linear regression and classification tasks.
    • Familiarize yourself with optimization problems and figure out what derivatives have to do with them.
    • Explore vectors and matrices and find out how they can help with linear regression problems.
    • Discover what gradient descent is and how it can be applied to logistic regression.
  • Upon completing the track, you’ll receive a personalized certificate of completion. You can download it at any time in your JetBrains Academy profile. It can also be added to your resume or LinkedIn profile.