Modern C++ and Python Programming

Overview of C++11/14/17/20 features

Auto keyword, range-based for loops, uniform initialization

Constexpr and Consteval for compile-time evaluation

No except specifier for exception safety

Binary literals, digit separators, and structured bindings

Smart pointers: unique_ptr, shared_ptr, and weak_ptr

Resource management using smart pointers

Function and class templates

Template specialization and partial specialization

Compile-time computation with constexpr functions

Template metaprogramming techniques

Type traits and concepts with C++20

Compile-time asserts and static polymorphism

STL containers: array, vector, deque, list

Choosing containers for embedded constraints

STL algorithms: sort, find, transform

Using iterators and C++20 ranges

Memory management with custom allocators

Time management using std::chrono

Setting up the Python environment

Basic syntax, variables, and data types

Operators and control flow statements

String manipulation and data processing

Practical exercises on problem-solving using Python

Lists, tuples, dictionaries, and sets

List comprehensions and their applications

Iterating through data structures

Data manipulation tasks using Python

Defining and using functions

Function arguments and return values

Understanding scope and variable lifetime

Creating and using modules and packages

Importing external libraries for development

Introduction to NumPy for numerical computing

Array creation and manipulation

Matrix operations and linear algebra

Vector operations and calculus

Random number generation and probability distributions

Practical applications for autonomous driving scenarios