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Course Outline

Module 1 (C++ Phase 1)

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

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

Module 4 - C++ Final Phase

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

Module 5

  • Casting
  • Standard Library
  • String
  • Containers
  • Vector (std::vector)
  • List
  • Map
  • Array
  • Tuple
  • Initializer Lists
  • Iterators
  • Range-for Syntax
  • Std 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
  • Obtaining Information at Compile Time
  • Concurrency
  • Introduction to C++11 Threading, async/future, and Atomic Types Implementation
  • Variadic Templates - Introduction to C++11’s Variadic Templates

Requirements

General Programming Knowledge

 49 Hours

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