This open-access course is directed at those who are already familiar with C and object-oriented programming towards a proficiency level of C++ programming. The course covers the basics of C++ programming and moves on to advanced C++ semantics and concepts.
Key features:
- Free and frequently updated
- 26 lectures, 1800+ slides
- Include the last language standard concepts and features
- Practical teaching: non-verbose, short structured descriptions associated with code
- Minimal code examples for showing just a specific feature or issue without digressing
- Complementary language aspects: tools, coding conventions, project organization, and code optimization
- Experience-based: many aspects, examples, and problems come from real-world cases faced during my work as software engineer
If you enjoy the course or you find it useful, please add a Star
stars - Modern-CPP-Programming
| # | TITLE | MAIN FOCUS |
|---|---|---|
| 1 | Introduction (html) | History of C/C++, Areas of applications, Course introduction |
| 2 | Preparation (html) | Books, How to compile, Hello world |
| 3 | Basic Concepts I (html) | Type System, Fundamental types, and Operators |
| 4 | Basic Concepts II (html) | Integral and Floating-point types and their arithmetic |
| 5 | Basic Concepts III (html) | Entities, Enumerators, Structures, Control flow statements |
| 6 | Basic Concepts IV (html) | Heap, Stack, Pointers, References, Const properties, Conversion operators |
| 7 | Basic Concepts V (html) | Functions, Lambda expressions, Preprocessing directives |
| 8 | Object-Oriented Programming I (html) | Class hierarchy, Constructor, Destructor, Class keywords |
| 9 | Object Oriented Programming II (html) | Polymorphism, Operators overloading |
| 10 | Templates and Meta-programming I (html) | Function template, Type traits, Compile-time utilities |
| 11 | Templates and Meta-programming II (html) | Class template, SFINAE |
| 12 | Translation Units I (html) | Linkage and One Definition Rule |
| 13 | Translation Units II (html) | Dealing with multiple translation units and files,#include, Modules |
| 14 | Code Conventions I (html) | Project organization, code conventions intro, entities conventions |
| 15 | Code Conventions II (html) | Template, namespace, modern c++, maintainability , naming, and formatting conventions |
| 16 | Debugging and Testing (html) | Execution/memory debugging, Sanitizers, Harding techniques, Unit test, Test-Driven Development |
| 17 | Ecosystem (html) | Cmake, Documenting, and Other Tools |
| 18 | Utilities (html) | Main std libraries |
| 19 | Containers, Iterators, and Algorithms (html) | Containers, Iterators, Algorithms, Ranges |
| 20 | Advanced Topics I (html) | Move semantics, Universal reference, Type deduction |
| 21 | Advanced Topics II (html) | Error handling, C++ idioms, Smart pointers |
| 22 | Performance Optimizations I (html) | Ahmdal Law, Performance bounds, Architecture concepts (ILP, SIMD, etc.), Memory hierarchy |
| 23 | Performance Optimizations II (html) | Arithmetic optimizations, Memory optimizations, etc. |
| 24 | Performance Optimizations III (html) | Compiler optimizations, Profiling, Benchmarking tools |
| 25 | Software Design I (html) | Basic Concepts, Principles, Use cases |
| 26 | Software Design II (html) | Design Patterns and Idioms |
ALL-IN-ONE BOOK: modern-cpp.pdf (could be a few commits behind), html
- A Little History of C/C++ Programming Languages
- Areas of Application and Popularity
- C++ Philosophy
- C++ Weakness: C++ alternatives, Why switching to a new language is hard?
- The Course
- Books and References
- Slide Legend
- What Editor/ IDE/Compiler Should I Use?
- How to compile?
- Hello World: I/O Stream
3. Basic Concepts I - Type System, Fundamental Types, and Operators
- The C++ Type System: Type categories, Type properties
- C++ Fundamental Types Overview: Arithmetic types, Suffix and prefix, Non-standard arithmetic types,
voidtype,nullptr - Conversion Rules
autoKeyword- C++ Operators: Operators precedence, Prefix/Postfix increment/decrement semantic, Assignment, compound, and comma operators, Spaceship operator
<=>, Safe comparison operators
4. Basic Concepts II - Integral and Floating-point Types
- Integral Data Types: Fixed width integers,
size_t,ptrdiff_t,uintptr_t, Arithmetic Operation Semantics, Promotion, Truncation, Undefined behavior, Saturation Arithmentic - Floating-point Types and Arithmetic: IEEE Floating-point standard and other representations, Normal/Denormal values, Infinity, Not a Number (
NaN), Machine Epsilon, Units at the Last Place (ULP), Cheatsheet, Limits and useful functions, Arithmetic properties, Special values behavior, Undefined behavior, Detect floating-point errors - Floating-point Issues: Catastrophic cancellation, Floating-point comparison
5. Basic Concepts III - Entities and Control Flow
- Entities
- Declaration and Definition
- Enumerators
struct, Bitfield,union- Control Flow:
ifstatement,forandwhileloops, Range-baseforloop,switch,goto, Avoid unused variable warning - Namespace: Explicit global namespace, namespace alias,
using-declaration,using namespace-directive,inlinenamespace - Attributes:
[[nodiscard]],[[maybe_unused]],[[deprecated]],[[noreturn]]
6. Basic Concepts IV - Memory Concepts
- Pointers: Pointer operations, Address-of operator
&,structmember access,voidpointer, Pointer conversion, Pointer arithmetic, Wild and dangling pointers - Heap and Stack: Stack memory,
new,delete, Non-allocating placement allocation, Non-throwing allocation, Memory leak - Initialization: Variable initialization, Uniform initialization, Array initialization, Structure initialization, Structure Binding, Dynamic memory initialization
- References
Constand Constant Expressions: Contants and literals,const,constexpr,consteval,constinit,if constexpr,std::is constant evaluated(),if constevalvolatilekeyword- Explicit Type Conversion:
static_cast,const_cast,reinterpret_cast, Type punning,std::bit_cast, Uniform initialization conversion,gls::narrow_cast sizeofOperator: overview,[[no_unique_address]]
7. Basic Concepts V - Functions and Preprocessing
- Functions: Pass-by-value, Pass-by-pointer, Pass-by-reference, Function signature and overloading, Overloading and
=delete, Default parameters - Function Pointer and Function Objects
- Lambda Expressions: Capture list, Lambda expression and function relation, Parameter notes, Composability, Recursion,
constexpr/consteval,template,mutable,[[nodiscard]], Capture list and classes - Preprocessing: Preprocessors, Common errors, Source location macros, Conditional compiling macros, Stringizing operator (
#),#errorand#warning,#pragma, Token-pasting operator##, Variadic macro
8. Object-Oriented Programming I - Class Concepts
- C++ Classes: RAII idiom
- Class Hierarchy
- Access specifiers: Inheritance access specifiers, When use
public/protected/privatefor data members? - Class Constructor: Default constructor, Class initialization, Uniform initialization for objects, Delegate constructor,
explicitkeyword,[[nodiscard]]and classes - Copy Constructor
- Class Destructor
- Defaulted Constructors, Destructor, and Operators (
= default) - Class Keywords:
this,static,const,mutable,using,friend,delete
9. Object-Oriented Programming II - Polymorphism and Operator Overloading
- Polymorphism: C++ mechanisms for polymorphism,
virtualmethods, Virtual table,overridekeyword,finalkeyword, Common errors, Pure virtual method, Abstract class and interface - Inheritance Casting and Run-time Type Identification
- Operator Overloading: Overview, Comparison operator
<, Spaceship operator<=>, Subscript operator[], Multidimensional subscript operator[], Function call operator(), static operator[]and operator(), Conversion operatorT(), Return type overloading resolution, Increment and decrement operators++/--, Assignment operator=, Stream operator<<, Operator notes - C++ Object Layout: Aggregate, Trivial class, Standard-layout class, Plain old data (POD), Hierarchy
10. Templates and Meta-programming I - Function Templates and Compile-Time Utilities
- Function Template: Overview, Template instantiation, Templat parameters, Template parameter - default value, Overloading, Specialization
- Template Variable
- Template Parameter Types: Generic Type Notes,
autoPlaceholder, Class template parameter type, Array and pointer types, Function type - Compile-Time Utilities:
static_assert,usingkeyword,decltypekeyword - Type Traits: Overview, Type traits library, Type manipulation
11. Templates and Meta-programming II - Class Templates and SFINAE
- Class Template: Class specialization, Class template constructor
- Constructor template automatic deduction (CTAD)
- Class Template - Advanced Concepts: Class + Function - specialization, Dependent names -
typenameandtemplatekeywords, Class template hierarchy andusing,friendkeyword, Template template arguments - Template Meta-Programming
- SFINAE: Substitution Failure Is Not An Error: Function SFINAE, Class SFINAE
- Variadic Template: Folding expression, Variadic class template
- C++20 Concepts: Overview,
conceptkeyword,requiresclause,requiresexpression,requiresexpression + clause,requiresclause + expression,requiresandconstexpr, Nestedrequires - Template Debugging
12. Translation Units I - Linkage and One Definition Rule
- Basic Concepts: Translation unit, Local and global scope, Linkage
- Storage Class and Duration: Storage duration, Storage class,
statickeyword, Anonymous namespace,externkeywords - Linkage of
constandconstexpr: Static initialization order fiasco - Linkage Summary
- Dealing with Multiple Translation Units: Class in multiple translation units
- One Definition Rule (ODR): Global variable issues, ODR - Point 3,
inlinefunctions/variables,constexprandinline - ODR - Function Template: Cases,
externkeyword - ODR - Class Template: Cases,
externkeyword - ODR Undefined Behavior and Summary
13. Translation Units II - Include, Module, and Namespace
#includeIssues: Include guard, Forward declaration, Circular dependencies, Common linking errors- C++20 Modules: Overview, Terminology, Visibility and reachability, Module unit types, Keywords, Global module fragment, Private module fragment, Header module unit, Module partitions
- Compiling Multiple Translation Units: Fundamental compiler flags, Compile Methods
- Libraries in C++: Static library, Build static libraries, Using static libraries, Dynamic library, Build dynamic libraries, Using dynamic libraries, Application binary interface (ABI), Demangling, Find Dynamic library dependencies, Analyze object/executable symbols
- C++ Project Organization: Project directories, Project files, "Common" project organization notes, Alternative - "Canonical" project organization
- Coding Styles and Conventions: Overview, Popular coding styles
- Header Files and
#include:#includeguard,#includesyntax, order of#include, Common header/source filename conventions - Preprocessing: Macro, Preprocessing statements
- Variables:
staticglobal variables, conversions - Enumerators
- Arithmetic Types: Signed vs. unsigned integral types, integral types conversion, Integral types: size and other issues, Floating-point types
- Functions: Function parameters, Function arguments, function return values, Function specifiers, lambda expressions
- Structs and Classes:
structvsclass, Initialization, Braced initializer lists, Special member functions,=default,=delete, Other issues, Inheritance, Style
auto- Templates and Type Deduction
- Control Flow: Redundant control flow ,
if/else, Comparison,switch,for/while - Namespace:
using namespacedirective, Anoymous/unnamed namespace, Namespace and class design, Style - Modern C++ Features: Keywords, Features, Class, Library
- Maintainability: Code comprehension, Functions, Template and Debuction, Library
- Portability
- Naming: Entities, Variables, Functions, Style conventions, Enforcing naming styles
- Readability and Formatting: Horizontal spacing, Pointers/References, Vertical spacing, Braces, Type decorators, Reduce code verbosity, Other issues
- Code Documentation: Function documentation, Comment syntax, File documentation
- Debugging Overview
- Assertions
- Execution debugging: Breakpoints, Watchpoints / Catchpoints, Control flow, Stack and info, Print, Disassemble,
std::breakpoint - Memory Debugging:
valgrind - Hardening Techniques: Stack usage, Standard library checks, Undefined behavior protections, Control flow protections
- Sanitizers: Address sanitizer, Leak sanitizer, Memory sanitizers, Undefined behavior sanitizer, Sampling-baed sanitizer
- Debugging Summary
- Compiler Warnings
- Static Analysis
- Code Testing: Unit testing, Test-Driven Development (TDD), Code coverage, Fuzz testing
- Code Quality:
clang-tidy
17. Ecosystem - Cmake and Other Tools
- CMake:
cmakeandctest - Code Documentation:
doxygen - Code Statistics: Count lines of code, Cyclomatic complexity analyzer
- Other Tools: Code formatting -
clang-format,Compiler Explorer, Code transformation -CppInsights, AI-powered code completion -Local code search -ugrep,ripgrep,hypergrep, Code search engine -searchcode/grep.app, Code benchmarking -Quick-Bench, Font for coding
- I/O Stream: Manipulator,
ofstream/ifstream - Strings:
std::string, Conversion from/to numeric values,std::string_view,std::format,std::print - View:
std::span - Math Libraries
- Random Number: Basic concepts, C++
<random>, Seed, PRNG period and quality, Distribution, Recent algorithms and Performance, Quasi-random - Time Measuring: Wall-Clock time, User time, System time
- Std Class Templates:
std::pair,std::tuple,std::variant,std::optional,std::any,std::stacktrace - Filesystem Library: Query methods, Modify methods
19. Containers, Iterators, and Algorithms
- Containers and Iterators
- Sequence Containers:
std::array,std::vector,std::deque,std::list,std::forward_list - Associative Containers:
std::set,std::map,std::multiset - Container Adaptors:
std::stack,std::queue,std::priority_queue - Implement a Custom Iterator: Implement a simple Iterator
- Iterator Notes:
- Iterator Utility Methods:
std::advance,std::next,std::prev,std::distance, Container access methods, Iterator traits - Algorithms Library:
std::find_if,std::sort,std::accumulate,std::generate,std::remove_if - C++20 Ranges: Key concepts, Range view, Range adaptor, Range factory, Range algorithms, Range actions
- Move Semantic:
lvaluesandrvaluesreferences, Move semantic,std::move, Class declaration semantic - Universal Reference and Perfect Forwarding: Universal reference, Reference collapsing rules, Perfect forwarding
- Value Categories
&,&&Ref-qualifiers andvolatileOverloading- Copy Elision and RVO
- Type Deduction: Pass by-reference, Pass-by-pointer, Pass-by-value,
autodeduction,auto(x): Decay-copy constCorrectness
- Undefined Behavior: Illegal behavior, Platform specific behavior, unspecified behavior, Detecting undefined behavior
- Error Handling: Recoverable error handing, Return code, C++ Exceptions, Defining custom exceptions,
noexceptkeyword, Memory allocation issues, Return code and exception summary,std::expected, Alternative error handling approaches - Smart pointers:
std::unique_ptr,std::shared_ptr,std::weak_ptr - Concurrency: Thread methods, Mutex, Atomic, Task-based parallelism
22. Optimization I - Basic Concepts
- Introduction: Moore's Law, Moore's Law limitations, Reasons for optimizing
- Basic Concepts: Asymptotic complexity, Time-Memory trade-off, Developing cycle, Ahmdal's law, Throughput, Bandwidth, Latency, Performance bounds, Arithmetic intensity
- Basic Architecture Concepts: Instruction throughput (IPC), In-Order, and Out-of-Order Execution, Instruction pipelining, Instruction-level parallelism (ILP), Littleβs law, Data-level parallelism (DLP) and vector instructions (SIMD), Thread-level parallelism (TLP), Single Instruction Multiple Threads (SIMT), RISC, CISC instruction sets
- Memory Hierarchy: Memory hierarchy concepts, Memory locality, Core-to-core latency and thread affinity, Memory ordering model
23. Optimization II - Code Optimization
- I/O Operations:
printf, Memory mapped I/O, Speed up raw data loading - Memory Optimizations: Heap memory, Stack memory, Cache utilization, Data alignment, Memory Prefetch
- Arithmetic Types: Data types, Arithmetic operations, Conversion, Floating-point, Compiler intrinsic functions, Value in a range, Lookup table
- Control Flow: Branhes, Branch Hints -
[[likely]]/[[unlikely]], Signed/Unsigned integers, Loops, Loop hoisting, Loop unrolling, Assertions, Compiler hints[[assume]]/std::unreacheable(), Recursion - Functions: Function call cost, Argument passing, Function inlining, Function attributes, Pointers aliasing
- Object-Oriented Programming
- Std Library and Other Language Aspects
24. Optimization III - Non-Coding Optimizations and Benchmarking
- Compiler Optimizations: About the compiler, Compiler optimization flags, Floating-point optimization flags, Linker optimization flags, Architecture flags, Help the compiler to produce better code, Profile guided optimization (PGO), Post-processing binary optimizer, Polyhedral optimizations
- Compiler Transformation Techniques: Basic transformations, Loop unswitching, Loop fusion, Loop fission, Loop interchange, Loop tiling
- Libraries and Data Structures
- Performance Benchmarking: What to test?, Workload/Dataset quality, Cache behavior, Stable CPU performance, Multi-threads considerations, Program memory layout, Measurement overhead, Compiler optimizations, Metric evaluation
- Profiling:
gprof,uftrace,callgrind,cachegrind,perfLinux profiler - Parallel Computing: Concurrency vs. parallelism, Performance scaling, Gustafson's Law, Parallel programming languages
25. Software Design I - Basic Concepts (DRAFT)
- Books and References
- Basic Concepts: Abstraction, interface, and module, Class Invariant
- Software Design Principles: Separation of concern, Low coupling, high cohesion, Encapsulation and information hiding, Design by contract, Problem decomposition, Code reuse
- Software Complexity: Software entropy, Technical debt
- The SOLID Design Principles
- Class Design: The class interface principle, Member functions vs. free functions, namespace functions vs. class static methods
- BLAS GEMM Case Study
- Owning Objects and Views
- Value vs. Reference Semantic
- Global Variables
26. Software Design II - Design Patterns and Idioms (DRAFT)
- C++ Idioms: Rule of Zero, Rule of Three, Rule of Five
- Design Pattern: Singleton, Pointer to implementation (PIMPL), Curiously Recurring Template Pattern (CRTP), Template virtual functions
- Improve Software Design Chapters
- Build Aspects Chapter (e.g. reducing build time)
If you find any typo, conceptual error, or section to improve, please report them by using the issue panel.
Federico Busato, https://federico-busato.github.io/
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