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Course Outline

Module 1 (C++ Phase 1)

  • Introduction and References
  • Core Basics
  • Basics Workshop
  • Function Overloading
  • Overloadable Elements and Techniques
  • Additional C++ Types (bool & reference)
  • Overloading Workshop
  • Object-Oriented Programming (OOP)
  • Quick Introduction to OOP
  • Classes
  • Structs
  • Access Modifiers
  • Constructors
  • Default and Delete Functions
  • Initializer Syntax and Constructor Initialization Lists
  • Classes Workshop
  • Memory Management
  • Classical Memory Interaction
  • Memory Workshop

Module 2

  • Introduction to Quantitative Finance
  • Discrete Time Models
  • Continuous Time Models
  • Interest Rate Models
  • Options on Bonds
  • Short Rate Models
  • Forward Rate Models
  • Market Models

Module 3 (C++ Phase 2 & Quantitative Final Phase)

  • Inheritance
  • Construction in Inheritance
  • Polymorphism
  • Virtual, Pure Virtual, Abstract Classes, and Interfaces
  • Access Modifiers
  • Inheritance Workshop (Shapes)
  • Exceptions
  • Understanding Exceptions
  • How Exceptions Work
  • What to Throw and Catch
  • Exceptions Workshop
  • Memory Exhaustion
  • Notification Mechanisms
  • Handling Strategies
  • Modern Memory Management
  • RAII (Resource Acquisition Is Initialization)
  • Templates Applied to Modern Memory Management (SmartPointers)
  • Standardized C++11 SmartPointers
  • nullptr
  • SmartPointers Workshop
  • Namespaces
  • Namespaces Workshop
  • Vasicek Bond Prices in C++
  • Black-Scholes Modeling in C++ (Put & Call)
  • Introduction to Monte Carlo Simulation
  • Option Pricing via Simulation
  • Monte Carlo Simulation in C++
  • Geometric Brownian Motion
  • American vs. European Options
  • Slice-based Valuation: Lattice Method
  • Slice-based Valuation: PDE Method
  • Slice-based Valuation: PDE Method
  • Valuation of American (Dates Predetermined) Bermudan Option

Module 4 - C++ Final Phase

  • auto Keyword
  • New auto Keyword Usage
  • New auto Return Syntax
  • Enums
  • New Style Enums
  • constexpr
  • New Constant Expressions
  • Understanding Constness
  • Const and Mutable Explained
  • Lambdas & Function Objects
  • Classes Acting as Functions
  • Introduction to Lambda Functions
  • Chrono Library
  • Introduction to the New Chrono Library

Module 5

  • Casting Techniques
  • Standard Library
  • String Handling
  • Containers
  • Vector (vs)
  • List
  • Map
  • Array
  • Tuple
  • Initializer Lists
  • Iterators
  • Range-for Syntax
  • Standard Algorithms
  • Streams
  • Miscellaneous Keywords
  • static
  • explicit

Module 6

  • Move Semantics
  • Introduction to L-values and R-values
  • R-value References Applied to Move Semantics
  • Type Traits
  • Gathering Compile-time Information
  • Concurrency
  • Introduction to C++11’s Threading, async/future, and Atomic Types Implementation
  • Variadic Templates: An Introduction to C++11’s Variadic Templates

Requirements

General Programming Knowledge

 49 Hours

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