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Code Generation and Testing in Rust Using OpenAI’s GPT-4

Lead the GenAI revolution by learning to generate Rust code with GPT-4. Future-proof your skills with automation, enhanced productivity, and high-performance web development using Rust.

Intermediate

59 Lessons

20h

Certificate of Completion

Lead the GenAI revolution by learning to generate Rust code with GPT-4. Future-proof your skills with automation, enhanced productivity, and high-performance web development using Rust.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Project

131 Playgrounds

6 Quizzes

Course Overview

What You'll Learn

Course Content

Recommendations

Course Overview

In this course, you’ll learn how to generate Rust code dynamically using OpenAI’s GPT-4, transforming simple prompts into fully functional web server applications. By integrating GPT-4 with Rust, you’ll automate complex coding tasks, streamlining the development process and enhancing productivity. You’ll be introduced to the Rust environment, data types, and memory management concepts throughout the course. You’ll also learn intermediate concepts such as enums, structs, traits, and lifetimes. You’ll get to...Show More

TAKEAWAY SKILLS

Generative AI

Unit Testing

Web Development

What You'll Learn

An understanding of the Rust environment, including building projects, running files, and creating libraries

Working knowledge of Rust basic, intermediate, and advanced concepts, such as variables, enums, traits, structs, etc.

Familiarity with running tests on certain modules in code (unit testing) and lifetimes in Rust

Hands-on experience implementing smart pointers and declarative and procedural macros in Rust

Familiarity with OpenAI API calls, error handling, and structuring API response

Hands-on experience creating applications in Rust, with the ability to build web servers using OpenAI’s GPT-4

An understanding of the Rust environment, including building projects, running files, and creating libraries

Course Content

Introduction

1 Lessons

Get familiar with building smart web applications using Rust and GPT-4 efficiently.

Getting Started

Learning the Rust Environment

8 Lessons

Get started with implementing and managing Rust projects using Cargo for efficient coding.

Implementing the First Rust Project

Functions in Rust

A Brief Programming Language Comparison

Structuring Project Modules

Unit Testing with Cargo

Additional Functionality with Cargo

Quiz: Learning the Rust Environment

Challenge: Learning the Rust Environment

Types and Memory Management

7 Lessons

Examine Rust's data types, memory management, string handling, ownership, and borrowing rules.

Data Types in Rust

Stack Versus Heap

String Literals and Static Memory

Ownership and Borrowing

Module Scope

Quiz: Types and Memory Management

Challenge: Types and Memory Management

Rust Basic Concepts

7 Lessons

Find out about Rust's core concepts, from variables to closures, collections, and standard library use.

Programming Fundamentals: Variables, Control Flow, and Data Types

Basic Collections

Closures

Raw Data Types in Rust

Rust Standard Library

Quiz: Rust Basic Concepts

Challenge: Rust Basic Concepts

Rust Intermediate Concepts

9 Lessons

Explore Rust intermediate concepts, including enums, structs, traits, lifetimes, pattern matching, and async API calls.

Enums

Result and Option Enums

Making the First Async API Call

Quiz: Rust Intermediate Concepts

Challenge: Rust Intermediate Concepts

Rust Advanced Concepts

6 Lessons

Implement Rust declarative and procedural macros, concurrency, smart pointers, and solve advanced challenges.

Declarative Macros

Procedural Macros

Smart Pointers

Rust Concurrency with Mutex and Arc

Quiz: Rust Advanced Concepts

Challenge: Rust Advanced Concepts

Building Web Server Template

5 Lessons

Piece together the parts of creating and testing a web server template using Rust and Actix Web.

Introduction to Web Servers and Actix Web

Web Template Setup

Testing API

Quiz: Building Web Server Template

Challenge: Building Web Server Template

AutoGPT Project: Supporting Functions

9 Lessons

Step through AI-driven app development, command-line interaction, API handling, and file management.

Introduction to Generative AI

Project Setup

User Interaction with Command Line

OpenAI API Call

Error Handling and Structuring API Response

AI Functions

Printing Agent Activity

AI Task Function

File Read and Write Functions

AutoGPT Project: Create Agents

6 Lessons

Solve challenges with creating and managing agents for task automation in Rust.

Basic Agent Traits

Special Functions Trait

Adding an Agent

Project

11.

Wrapping Up

1 Lessons

Wrap up your mastery of Rust through practical projects, API interactions, and backend code generation.

Conclusion

Course Author

Packt

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ML Engineer

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Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

AI-Powered Mock Interviews

Put your skills to the test in a simulated interview setting. Receive personalized feedback based on your performance. Available in Premium & Premium Plus plans.

Adaptive Learning

At various checkpoints throughout Educative courses, you will be prompted to take a quick assessment. Receive a condensed curriculum tailored to your strengths and skill gaps.

Explain with AI

Select any text within any Educative course, and get an instant explanation — without ever leaving your browser.

AI Code Mentor

AI Code Mentor helps you quickly identify errors in your code, learn from your mistakes, and nudge you in the right direction — just like a 1:1 tutor!

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