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.

rust-data-0.1.18.tar.gz

rust-basic

rust-basic-live

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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

We have already seen how to interface with an #concept=SQL#SQL#concept# database. Over the years, the SQL standard has been the principal and perhaps the only database standard used. Recently, however, a surge in data consumption and the need to handle nonstructured data have given rise to the so-called NoSQL databases.
We have already seen one such database, Redis, which is nonstructured and in-memory.


[MongoDB](https://www.mongodb.com) is another popular choice, particularly when the data to be stored is closer to a JSON structure than to an SQL table.
In an SQL database, the information is organized in tables with columns.



The user structures the data in tables, putting each record in a defined column, and then the database management system (DBMS) is responsible for storing and retrieving the data.

With document-based databases like MongoDB, data is stored in a free-form format. In this system, each document within a collection can be different.


Learn how to interface Rust with MongoDB, one of the leading NoSQL databases.


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

MongoDB