rust-data-0.1.18.tar.gz

rust-basic

rust-basic-live

rust-basic-live-copy

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.

Processing Real-world Data Efficiently with Rust

## Mapping in Rust

Sadly, there are no tools in pure Rust to create maps. There are tools to handle GIS and geography, but nothing is completely devoted to map creation.

Therefore, we only have a few options to choose from, which might be appreciated by those who need to handle geographic data in Rust.

Currently, we have two main options:

- Use what the ecosystem provides, even if it is incomplete and labor intensive.
- Integrate the Rust ecosystem with other tools, such as creating interactive maps with JavaScript to show in a browser.

We’ll show an example of both methods.


# Mapping in Rust

Sadly, there are no tools in pure Rust to create maps. There are tools to handle GIS and geography, but nothing is completely devoted to map creation.

Therefore, we only have a few options to choose from, which might be appreciated by those who need to handle geographic data in Rust.

Currently, we have two main options:

- Use what the ecosystem provides, even if it is incomplete and labor intensive.
- Integrate the Rust ecosystem with other tools, such as creating interactive maps with JavaScript to show in a browser.

We’ll show an example of both methods.


Learn how to create beautiful maps with Rust.


Before We Begin

Rust Data Structures

Rust Data Structures

Basics of Functional Programming

Functional Programming in Rust

Data Skill: Input Data

Input Data with Rust

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

Data Skill: Store Data

Storing Data in Rust

Create a Simple Payroll Management System

Data Skill: Serve Data

Serving Data in Rust

Build a Server Backed Up by a Database

Data Skill: Analyze Data

Assessment on Analyze Data

ML Basics: Classification of the Iris Data Set

Machine Learning and the MNIST Digit DataSet

Data Skill: Dataviz and Storytelling

Data Viz and Storytelling in Rust

Create Infographics in Rust

Some Parting Words

Maps

Mapping in Rust