Hands-On Julia Programming: An Authoritative Guide to the Production-Ready Systems in Julia Paperback – 20 October 2021

Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment.Description
The Julia Programming language enables data scientists and programmers to create prototypes without sacrificing performance. Nonetheless, skeptics question its readiness for production deployments as a new platform with a 1.0 release in 2018. This book removes these doubts and offers a comprehensive glimpse at the language’s use throughout developing and deploying production-ready applications.

The first part of the book teaches experienced programmers and scientists about the Julia language features in great detail. The second part consists of gaining hands-on experience with the development environment, debugging, programming guidelines, package management, and cloud deployment strategies.What you will learn
● Get to know the complete fundamentals of Julia programming.
● Explore Julia development frameworks and how to work with them.Who this book is for
This book is for Data Scientists and application developers who want to learn about Julia application development. No prior Julia knowledge is required but knowing the basics of programming helps understand the objectives of this book.Table of Contents
Module 1. The Julia Languag
1. Getting Started
2. Data Types
3. Conditions, Control Flow, and Iterations
4. Functions and Methods
5. Collections
6. Arrays
7. Strings
8. Metaprogramming
9. Standard Libraries
Module 2. The Development Environment
10. Programming Guidelines in Julia
11. Performance Management
12. IDE and Debugging
13. Package Management
14. Deployment
Module 3. Packages in Julia
15. Data Transformations
16. Text Analytics
17. Deep LearninG