Released: Jan 3, 2023

January 2023 での更新項目

機能

• Python
  • Project: ELISA (Beta) - Practice modern science by obtaining protein concentrations from an ELISA test. Using raw data files, write a Python function that automates the process of measuring protein levels.
  • Project: Sorting Tool (Beta) - Data has become so abundant that filtering it is no easy task. In this project, you will write a program that processes textual and numeric data and sorts it. Along the way you’ll become familiar with lists and collections and learn how to work with...

Released: Dec 2, 2022

December 2022 での更新項目

機能

• Python
  • Project: Hacker Attack (Beta) - In this project, you’ll rebuild a destroyed school’s database while getting familiar with SQL commands. You’ll also work with CSV files, import data from files, and learn how to merge data from different tables.
  • Project: Video Game Database (Beta) - Working with a private detective, deciphering riddles in data, finding answers to questions about video game information.
  • Project: K-Means Clustering from Scratch (Beta) - In this project, you’ll dive into...

Released: Nov 22, 2022

JetBrains Academy for Organizations での更新項目

機能

• Added new track - Pandas for Data Analysis.
  • The 'Pandas for Data Analysis' track covers 111 educational topics and by using it you can learn how to use one of the most popular Python libraries for data analysis and visualization. In this track, you will:
    • Grasp the fundamentals of the SkiPy, NumPy, Matplotlib, and pandas Python libraries.
    • Learn how to create, concatenate, and merge DataFrames.
    • Perform data operations, including grouping, transforming, and pivoting.
    • Create the most common plots...

Released: Nov 3, 2022

November 2022 での更新項目

機能

• Python
  • Project: Movie Quality Predictor - Get acquainted with NLP and bag-of-words - a simple yet effective NLP method. With this project, you’ll try to make a natural language understandable for a computer, transform words into digits, and predict movie ratings using various metadata from the movie database.
  • Project: NBA Data Preprocessing - The predictive performance of a machine learning model highly depends on the input data quality. Get an insight into how to improve the quality of your...

Released: Oct 25, 2022

JetBrains Academy for Organizations での更新項目

機能

• Added new track - Machine Learning Algorithms From Scratch.
  • The “Machine Learning Algorithms From Scratch” track will introduce you to the math, computer science, and data science essentials, giving you an overview of fundamental Python constructs. You will get a chance to familiarize yourself with the most common machine learning algorithms and master them by completing projects. In particular, you will:
    • Cover ML math topics, including statistics and probability.
    • Learn about Python libraries...

Released: Oct 11, 2022

JetBrains Academy for Organizations での更新項目

機能

• Added new track - Spring Security for Java Backend Developers.
  • This track is perfect for learners who already have some experience with Java and know the basics of Spring. During this track, you will:
    • Improve your knowledge of modern database technology.
    • Learn to apply authentication, authorization, and other Spring Security technologies.
    • Get acquainted with various development tools used for providing information security.
    • Acquire essential backend developer skills.
  • This track features more...

Released: Oct 4, 2022

October 2022 での更新項目

機能

• Java
  • Project: Digit Recognition (Beta) - Upon completing it, you’ll have built a neural network of your own. It will be able to recognize numeric data, digitize checks, and even figure out some captchas.
  • Project: Crossword Scrabble (Beta) - In this project, create a board game where players pick seven letters and guess several words to solve a crossword puzzle. You’ll use Regex to work with collections, loops, and string manipulations, and you’ll learn how to read from a file and convert the...

Released: Sep 15, 2022

JetBrains Academy for Organizations での更新項目

機能

• Added new track - SQL for Backend Developers.
  • Master the fundamentals of database theory, learn SQL statements needed to access data, and get practice with MySQL. This track provides you with a personalized study plan containing 47 educational topics. Each of the topics includes the necessary theory, which you’ll be able to apply immediately to make sure you really understand it. In particular, you will:
    • Learn the basic SQL syntax to retrieve, filter, and modify table data.
    • Use SQL statements...

Released: Aug 31, 2022

JetBrains Academy for Organizations での更新項目

機能

Added new track - Intro to Computer Algorithms and Data Structures.

• Discover what algorithms and data structures are and how you can represent them.
• Get familiar with principles and techniques for designing algorithms.
• Explore various types of data structures.
• Solve sorting, searching, and shortest path problems.
• Handle and manipulate strings.
• Compare the efficiency of different algorithms.

Released: Aug 17, 2022

JetBrains Academy for Organizations での更新項目

機能

• Added a new track: Introduction to Frontend.
  • If you’re just getting into programming, this track will help you get started without feeling overwhelmed. Introduction to Frontend features 80 educational topics and 2 real-life projects to kick-start your professional portfolio. With this track, you will:
    • Learn about the main elements of any webpage.
    • Learn how to add media files, forms, tables, and links to the page.
    • Use CSS to create a visual style and provide adaptability to your page.
• Added a...