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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
2. Introduction to Building C++ Applications FREE CHAPTER 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

Understanding ML

ML is a big field of study with a lot of research in progress and is expanding rapidly. To understand ML, we should first understand the nature of learning. Thinking and reasoning are the key concepts that make us – humans – special. The core of ML is to make the system learn and use the knowledge to act upon tasks. You might recall your first steps in studying programming. We are sure it wasn't easy. You had to learn new concepts, build abstractions, and make your brain understand what's going on under the hood of program execution. After that, you were supposed to build complex systems using those small building blocks described in primers as keywords, instructions, conditional statements, functions, classes, and so on.

However, an ML program differs from the programs we usually create. Take a look at the following code:

int calculate...
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