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

## The most common HOFs

Higher-order functions are common in Rust in two different fields of application:

- Iterators
- Options

Knowing the most common of these functions and how to use them can give our code a performance boost.


### Helpful tips for the rest of the course

1) Play with the code. The more you play, the more you will understand HOF and by extension FP.
2) Keep this lesson open while you’re going through the rest of the course. These core concepts will be helpful all the way to the end.
3) The list below not only contains HOFs, but also some other useful methods for dealing with iterators, options, and results.
4) Most `Result` have some HOFs. However, if you know the HOFs present in `Option`, then you already know most of the HOFs relevant to `Result`. Rust’s [official documentation](https://doc.rust-lang.org/std/result/index.html) has all the details.

# The most common HOFs

Higher-order functions are common in Rust in two different fields of application:

- Iterators
- Options

Knowing the most common of these functions and how to use them can give our code a performance boost.


## Helpful tips for the rest of the course

1) Play with the code. The more you play, the more you will understand HOF and by extension FP.
2) Keep this lesson open while you’re going through the rest of the course. These core concepts will be helpful all the way to the end.
3) The list below not only contains HOFs, but also some other useful methods for dealing with iterators, options, and results.
4) Most `Result` have some HOFs. However, if you know the HOFs present in `Option`, then you already know most of the HOFs relevant to `Result`. Rust’s [official documentation](https://doc.rust-lang.org/std/result/index.html) has all the details.

Let's review the most common Higher Order Functions in 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

Higher-order Functions: Part II

The most common HOFs

Helpful tips for the rest of the course