HomeCoursesProcessing Real-world Data Efficiently with Rust
Intermediate
10h
Updated 5 months ago
Processing Real-world Data Efficiently with Rust
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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.
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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.
Rust is a fast-growing, modern programming language oriented to system programming that guarantees memory and thread safety. It ...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
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TAKEAWAY SKILLS
Arrays
Slices
Vectors
Strings
Hashmaps
Hashsets
Structs
Functions
Closures
Iterators
HOF
Data Manipulation
Filesystem
CSV
JSON
Web Scraping
Web API
Redis
SQL
MongoDB
HTTP Request Methods
Networking and Services
SQLite
Server's basics
CRUD server
Other kinds of server
ndarray
Polars
Smartcore
Data Visualization
Maps
Data Storytelling
Content
31 Lessons6 Projects7 Assessments
1.
Before We Begin
1 Lessons
Get familiar with using Rust for data science through practical projects and key skills.
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