Book Image

Expert C++

By : Vardan Grigoryan, Shunguang Wu
5 (1)
Book Image

Expert C++

5 (1)
By: Vardan Grigoryan, Shunguang Wu

Overview of this book

C++ has evolved over the years and the latest release – C++20 – is now available. Since C++11, C++ has been constantly enhancing the language feature set. With the new version, you’ll explore an array of features such as concepts, modules, ranges, and coroutines. This book will be your guide to learning the intricacies of the language, techniques, C++ tools, and the new features introduced in C++20, while also helping you apply these when building modern and resilient software. You’ll start by exploring the latest features of C++, and then move on to advanced techniques such as multithreading, concurrency, debugging, monitoring, and high-performance programming. The book will delve into object-oriented programming principles and the C++ Standard Template Library, and even show you how to create custom templates. After this, you’ll learn about different approaches such as test-driven development (TDD), behavior-driven development (BDD), and domain-driven design (DDD), before taking a look at the coding best practices and design patterns essential for building professional-grade applications. Toward the end of the book, you will gain useful insights into the recent C++ advancements in AI and machine learning. By the end of this C++ programming book, you’ll have gained expertise in real-world application development, including the process of designing complex software.

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Table of Contents (22 chapters)
Preface
Preface
Who this book is for
What this book covers
To get the most out of this book
Get in touch
1
Section 1: Under the Hood of C++ Programming
Section 1: Under the Hood of C++ Programming
Free Chapter
2
Introduction to Building C++ Applications
Introduction to Building C++ Applications
Technical requirements
Introduction to C++20
Building and running programs
Understanding preprocessing
Understanding Compiling
Introducing Linking
Summary
Questions
Further reading
3
Low-Level Programming with C++
Low-Level Programming with C++
Technical requirements
Program execution
Working with data
Control flow
Summary
Questions
Further reading
4
Details of Object-Oriented Programming
Details of Object-Oriented Programming
Technical requirements
Understanding objects
Working with classes
Class relationships
Polymorphism
Design patterns
Summary
Questions
Further reading
5
Understanding and Designing Templates
Understanding and Designing Templates
Technical requirements
Exploring function and class templates
Understanding variadic templates
Exploring template parameters and arguments
Exploring traits
Exploring template metaprogramming
Summary
Questions
Further reading
6
Memory Management and Smart Pointers
Memory Management and Smart Pointers
Technical requirements
Understanding computer memory
The basics of memory management
Using smart pointers
Garbage collection
Summary
Questions
Further reading
7
Section 2: Designing Robust and Efficient Applications
Section 2: Designing Robust and Efficient Applications
8
Digging into Data Structures and Algorithms in STL
Digging into Data Structures and Algorithms in STL
Technical requirements
Data structures
STL containers
Concepts and iterators
Mastering algorithms
Exploring trees and graphs
Summary
Questions
Further reading
9
Functional Programming
Functional Programming
Technical requirements
Unveiling functional programming
Principles of functional programming
Diving deeper into recursion
Metaprogramming in functional C++
Summary
Questions
Further reading
10
Concurrency and Multithreading
Concurrency and Multithreading
Technical requirements
Understanding concurrency and multithreading
Working with threads
Managing threads and sharing data
Introducing coroutines
Summary
Questions
Further reading
11
Designing Concurrent Data Structures
Designing Concurrent Data Structures
Technical requirements
A closer look at data races
Designing lock-free data structures
Summary
Questions
Further reading
12
Designing World-Ready Applications
Designing World-Ready Applications
Technical requirements
Project development life cycle
Diving into the design process
Leveraging design patterns
Summary
Questions
Further reading
13
Designing a Strategy Game Using Design Patterns
Designing a Strategy Game Using Design Patterns
Technical requirements
Introduction to game design
Designing the game
Using design patterns
Designing the game loop
Summary
Questions
Further reading
14
Networking and Security
Networking and Security
Technical requirements
Discovering network programming in C++
Designing a network application
Securing the C++ code
Summary
Questions
Further reading
15
Debugging and Testing
Debugging and Testing
Technical requirements
Understanding the root cause of an issue
Debugging C++ programs
Understanding static and dynamic analysis
Exploring unit testing, TDD, and BDD
Summary
Further reading
Exercises and questions
16
Graphical User Interface with Qt
Graphical User Interface with Qt
Technical requirements
Understanding cross-platform GUI programming
Discovering Qt
Using Qt widgets
Summary
Questions
Further reading
17
Section 3: C++ in the AI World
Section 3: C++ in the AI World
18
Using C++ in Machine Learning Tasks
Using C++ in Machine Learning Tasks
Technical requirements
Introduction to AI
Understanding ML
Neural networks
C++ and ML
Summary
Questions
Further reading
19
Implementing a Dialog-Based Search Engine
Implementing a Dialog-Based Search Engine
Technical requirements
Understanding the structure of a search engine
Indexing documents
Building a recommendation engine
Implementing a dialog-based search engine
Summary
Questions
Further reading
20
Assessments
Assessments
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 11
Chapter 12
Chapter 13
Chapter 14
Chapter 15
Chapter 16
21
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Implementing a dialog-based search engine

Finally, let's tackle designing the part of our search engine that will give us our fine-grained user interface. As we mentioned at the beginning of the chapter, a dialog-based search engine involves building a user interface that asks the user questions related to their query. This approach is most applicable in situations where we have ambiguous results. For example, a user searching for Donald might have in mind one of the following:

  • Donald Knuth, the great computer scientist
  • Donald Duck, the cartoon character
  • Donald Dunn, the real name of Jared Dunn, the fictional character
  • Donald Trump, the businessman and 45th US president

The preceding list is just a small example of potential results for the Donald search term. Now, what do search engines lacking a dialog-based approach do? They provide a list of relevant results for the...

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