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Processing Real-world Data Efficiently with Rust

Name: Processing Real-world Data Efficiently with Rust
Price: 59 USD
Author: Davide Del Papa

Gain insights into Rust for real-world data, delving into data input, storage, analysis, and visualization. Explore web scraping, SQL, NoSQL databases, and machine learning with Rust.

31 lessons

6 projects

10h

Created by Davide Del Papa

Processing Real-world Data Efficiently with Rust

What's included

31 lessons across 9 modules
6 projects in preconfigured environments
AI Tutor on every lesson

Join 3.1 million developers at

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

Learning Roadmap

31 Lessons6 Projects7 Assessments

Before We Begin

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

What to Expect in This Course

Rust Data Structures

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

Rust Data Structures

Assessment

Basics of Functional Programming

4 Lessons

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

Functional Programming in Rust

Assessment

Data Skill: Input Data

6 Lessons

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

Input Data with Rust

Assessment

Web Scraping: Getting Products and Prices from an E-commerce Site

Project

Data Skill: Store Data

5 Lessons

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

Storing Data in Rust

Assessment

Create a Simple Payroll Management System

Project

Data Skill: Serve Data

3 Lessons

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

Serving Data in Rust

Assessment

Build a Server Backed Up by a Database

Project

Data Skill: Analyze Data

3 Lessons

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

Assessment on Analyze Data

Assessment

ML Basics: Classification of the Iris Data Set

Project

Machine Learning and the MNIST Digit DataSet

Project

Data Skill: Dataviz and Storytelling

3 Lessons

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

Data Viz and Storytelling in Rust

Assessment

Create Infographics in Rust

Project

Some Parting Words

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

Congratulations!

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

About this course

WHY I WROTE THIS COURSE

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 from various formats, like CSV, JSON, web APIs, and web scraping. You’ll also learn to store the data using Redis, an SQL server, or a NoSQL database like MongoDB. Finally, you will learn how to present your data in meaningful visualizations, web maps, and reports. After taking this course, you’ll be able to approach data using Rust with confidence. You’ll be able to manage SQLite, ORM SQL, and NoSQL databases in Rust. You’ll learn the basics of web scraping, data analysis, and machine learning in Rust.

ABOUT THE AUTHOR

Davide Del Papa

I chase straws blown by the wind. Occasionally, you can find me hardworking on some new software project, or any other idea that picks my unbounded curiosity.

Learn more about Davide

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