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Course Outline

Module 1 (C++ Phase 1)

  • Introduction and References
  • Fundamentals
  • Basics Workshop
  • Function Overloading
  • Understanding what can be overloaded and how to do it
  • Additional C++ Types (bool and references)
  • Overloading Workshop
  • Object-Oriented Programming (OOP)
  • Quick Introduction to OOP
  • Classes
  • Structs
  • Access Modifiers
  • Constructors
  • Default and Deleted Functions
  • Initializer Syntax and Constructor Initialization List
  • 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, and Interface Classes
  • Access Modifiers
  • Workshop: Inheritance (Shapes)
  • Exceptions
  • Understanding Exceptions
  • Mechanics of Exception Handling
  • Guidelines for Throwing and Catching
  • Exceptions Workshop
  • Memory Exhaustion
  • Notification Mechanisms
  • Handling Strategies
  • Modern Memory Management
  • RAII (Resource Acquisition Is Initialization)
  • Templates Applied to Modern Memory Management (Smart Pointers)
  • Standardized C++11 Smart Pointers
  • nullptr
  • Smart Pointers Workshop
  • Namespaces
  • Namespaces Workshop
  • Vasicek Bond Prices in C++
  • Black-Scholes Modeling in C++ (Put & Call Options)
  • Introduction to Monte Carlo Simulation
  • Methodology for Pricing Options via Simulation
  • Monte Carlo Simulation in C++
  • Geometric Brownian Motion
  • American vs. European Options
  • Valuation via Slicing: Lattice Method
  • Valuation via Slicing: PDE Method
  • Valuation via Slicing: PDE Method
  • Valuation of American (Dates Predetermined) Bermudan Options

Module 4 - C++ Final Phase

  • auto Keyword
  • The New auto Keyword
  • New auto Return Syntax
  • Enums
  • New Style Enums
  • constexpr
  • New Constant Expressions
  • Understanding Constness
  • Explanation of Const and Mutable
  • Lambdas and Function Objects
  • Classes Behaving Like Functions
  • Introduction to Lambda Functions
  • Chrono Library
  • Introduction to the New Chrono Library

Module 5

  • Casting Techniques
  • Standard Library Overview
  • String Class
  • Containers
  • Vector (vs)
  • List
  • Map
  • Array
  • Tuple
  • Initializer Lists
  • Iterators
  • Range-based For Syntax
  • STL 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’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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