JetBrains Academy for Organizations - September 2023 release

Adds several new Python projects and more than 90 new educational topics.
September 7, 2023
New Version

Features

  • Python
    • Project: Rhythm Store (Beta) - In this project, you will learn the basics of SQL, testing your skills with complex queries using an e-commerce database: tracking orders, products, employees, and other vital data.
    • Project: Text-Based Adventure Game (Beta) - In this project, you'll get to make a text-based game with your own story, learning how to utilize "if" statements, array lists, dictionaries, and loops. You will also learn the basics of file handling.
    • Project: House Classification (Beta) - Learn how to use different data encoders and dive into master data manipulation and decision tree algorithms.
    • Project: Bike Shop - In this project, you will learn about general Django concepts and master Django ORM (object-relational mapping). As a result, you'll create an application with separate pages for each object in a database - bikes, in this case.
    • Topics:
      • Python: Key concepts of asyncio.
      • Data science instruments: Introduction to Airflow, Preprocessing categorical features with pandas, Data types in pandas, Introduction to PyTorch, Naive Bayes with scikit-learn, Agglomerative clustering in scikit-learn.
      • Machine learning: Agglomerative clustering.
      • NLP: BERT Transformer, Introduction to machine translation, Text classification, Contextualized embeddings.
    • The Random Forest from Scratch, Databases for Sales, and Nobel Laureates projects have been released from Beta with improved features and functionality for learners.
  • Kotlin
    • Topics:
      • Additional instruments: Introduction to kotlinx-cli, Libraries overview, Cloud Firestore, Firebase authentication, Firebase Realtime Database, Firebase storage, SQLDelight, SQLDelight: advanced use, Working with JDBC.
      • Advanced features: Contracts, Require, check, and assert.
      • Android: Spans, Themes and styles.
      • Ktor: Intercepting routes, Ktor Client: first view, Custom plugins.
      • Object-oriented programming: Building your own delegate.
    • The JSON Database project has been released from Beta.
  • C++
    • Topics: For loop statement, If/else conditional statement, Jump statements, Switch conditional statement, While loop statement, Functions, Overloaded functions, Parameters and arguments in functions, Return in functions, Arithmetic operators, Comparison operators, Increment and decrement operators, Logical operators, Operator precedence and associativity rules.
  • Java
    • Topics: Greedy algorithms, Convert text input, Introduction to HashSet.
  • Go
    • Topic: CRUD operations - update.
  • Frontend
    • Topics:
      • Vue.js: Installation, What is Vue 3?, v-for, v-model, Data and methods.
      • TypeScript: Boolean, number, string, null, undefined and literal types, Compiling TypeScript, Variables and type annotations.
      • JavaScript: IndexedDB, Canvas: pixel manipulation, Canvas: working with images.
    • The URL Shortener project has been released from Beta.
  • System administration and DevOps
    • Topics: Expressions, Multiple stage building, Running a pod with a simple application, Utilization of resources in a pod.
  • Math
    • Topic: Probabilities as frequencies.
JetBrains Academy for Organizations - September 2023 release
JetBrains Academy for Organizations

JetBrains Academy for Organizations

Learn to program by creating working applications.

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