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Processing Real-world Data Efficiently with Rust

Harness Rust's powerful data structures system and become a Rust data wizard through real-world examples and hands-on projects.

Intermediate

31 Lessons

10h

Certificate of Completion

Harness Rust's powerful data structures system and become a Rust data wizard through real-world examples and hands-on projects.
AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

6 Projects
7 Assessments
170 Playgrounds
Course Overview
What You'll Learn
Course Content
Apply Your Skills

Course Overview

Rust is a fast-growing, modern programming language oriented to system programming that guarantees memory and thread safety. It enables you to eliminate many classes of bugs at compile-time. This course covers all the skills needed to work with real-world data using Rust. In this course, you’ll learn all the basics of intermediate Rust programming. You’ll discover and master the five data-related skills: data input, storage, serving data, analyzing data, and data visualization. You’ll learn to ingest data...Show More
Rust is a fast-growing, modern programming language oriented to system programming that guarantees memory and thread safety. It enables you to eliminate many classes of bugs at compile-time. This course covers all the skills needed to work with real-world ...Show More

What You'll Learn

An understanding of how to integrate Rust programs in a modern data science and data analysis workflow
Familiarity with the main five data-related skills—data input and storage, serving and analyzing data, and data visualization
Hands-on experience with intermediate to advanced Rust programming and mastering the secrets of functional programming
Hands-on experience managing real-world data using Rust
An understanding of how to integrate Rust programs in a modern data science and data analysis workflow

Show more

Course Content

1.

Before We Begin

1 Lessons

Get familiar with using Rust for data science through practical projects and key skills.

2.

Rust Data Structures

5 Lessons

Unpack the core of Rust's data structures, from arrays to advanced HashMaps and Structs.

4.

Basics of Functional Programming

4 Lessons

Break apart Rust's functional programming essentials, focusing on functions, iterators, and higher-order functions.

6.

Data Skill: Input Data

6 Lessons

Apply your skills to efficiently handle file operations, CSV, JSON, internet data, APIs, and web scraping in Rust.

9.

Data Skill: Store Data

5 Lessons

Solve problems in data storage with Redis, SQLite, SQL databases, and MongoDB using Rust.

12.

Data Skill: Serve Data

3 Lessons

Tackle building robust Rust servers for CRUD operations, static content, and dynamic templating.

15.

Data Skill: Analyze Data

3 Lessons

Test your understanding of analyzing data in Rust using ndarray, Polars, and SmartCore.

19.

Data Skill: Dataviz and Storytelling

3 Lessons

Learn how to use Rust for data visualization, map creation, and effective data storytelling.

22.

Some Parting Words

1 Lessons

Look at the resources and references to continue mastering Rust efficiently.

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