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Expert C++

You're reading from   Expert C++ Become a proficient programmer by learning coding best practices with C++17 and C++20's latest features

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Product type Paperback
Published in Apr 2020
Publisher Packt
ISBN-13 9781838552657
Length 606 pages
Edition 1st Edition
Languages
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Authors (2):
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Vardan Grigoryan Vardan Grigoryan
Author Profile Icon Vardan Grigoryan
Vardan Grigoryan
Shunguang Wu Shunguang Wu
Author Profile Icon Shunguang Wu
Shunguang Wu
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Toc

Table of Contents (22) Chapters Close

Preface 1. Section 1: Under the Hood of C++ Programming FREE CHAPTER
2. Introduction to Building C++ Applications 3. Low-Level Programming with C++ 4. Details of Object-Oriented Programming 5. Understanding and Designing Templates 6. Memory Management and Smart Pointers 7. Section 2: Designing Robust and Efficient Applications
8. Digging into Data Structures and Algorithms in STL 9. Functional Programming 10. Concurrency and Multithreading 11. Designing Concurrent Data Structures 12. Designing World-Ready Applications 13. Designing a Strategy Game Using Design Patterns 14. Networking and Security 15. Debugging and Testing 16. Graphical User Interface with Qt 17. Section 3: C++ in the AI World
18. Using C++ in Machine Learning Tasks 19. Implementing a Dialog-Based Search Engine 20. Assessments 21. Other Books You May Enjoy

Using C++ in Machine Learning Tasks

Artificial intelligence (AI) and machine learning (ML) have become more and more popular recently. From a simple food delivery website to complex industrial robots, AI has been declared as one of the main features powering software and hardware. While, most of the time, the terms are used to make the product look more serious, some companies are intensively researching and incorporating AI into their systems.

Before we go further, take into account the fact that this chapter is a gentle introduction to ML from a C++ programmer's perspective. For more comprehensive literature, refer to the list of books at the end of the chapter. In this chapter, we will introduce the concepts of AI and ML. While it is preferred to have a mathematical background, we almost don't use any math in this chapter. If you are planning to enlarge your skillset...

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