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Python/readme.md

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- Multivariate Regression Analysis
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- Monte Carlo Simulations in Finance
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- Bonds Theory & Implementation
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- Derivatives Basics
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- # Python for Finance
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- Python Variables and Data Types
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- Basic Python Syntax
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- Python Operators
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- Conditional Statements
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- Functions
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- Sequences
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- Using Iterations in Python
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- Data Structures in Python
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- Object Oriented Programming
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- Standard Template Library(STL)
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- Multithreading & Concurrency
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# Finance Topics To Know
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- Calculating Risk and Return
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- Calculating a security's risk of Return - Simple Return & Log Return
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- Portfolio of Securities and Its rate of return
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- Calculating the Indices Rate of Return
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- Calculating a security's risk in Python
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- Benefits of Portfolio Diversification
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- Calculating the covariance between the securities
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- Calculating Covariance and Correlation
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- Calculating the Risk of Multiple Securities
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- Calculating Portfolio Risk
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- Understanding Systematic Vs Idiosyncratic Risk
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- Calculating Diversifiable and Non-Diversiable Risk of a Portfolio
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- Using Regressions for Financial Analysis
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- Markowitz Portfolio Theory & Markowitz Model Implementation
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- Capital Asset Pricing Model(CAPM) & its Implementation
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- Multivariate Regression Analysis
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- Monte Carlo Simulations in Finance
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- Bonds Theory & Implementation
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- Derivatives(Forward, Future, Option, Swaps)
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- Black Scholes Model and Its Implementation
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- Random Behavior in Finance
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- Value at Risk(VaR) & Its Implementation
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- Interest Rate Modeling (Vasicek Model)
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- Pricing Bonds with Vasicek Model
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- Long Term Investing
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- Black Scholes Model and Its Implementation
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- Random Behavior in Finance
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- Value at Risk(VaR) & Its Implementation
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- Interest Rate Modeling (Vasicek Model)
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- Pricing Bonds with Vasicek Model
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- Long Term Investing
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## [Quant Finance Bootcamp](https://quantfinanceinstitute.com/courses/quant-finance-bootcamp-25/)
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- Derivatives(Forward, Future, Option, Swaps)
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- Options (Call, Put)
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- Risk Management in Derivatives
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- Greeks (Delta, Gamma, Theta, Vega, Rho)
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- Hedging (Delta Hedging, Gamma Hedging, Theta Hedging, Vega Hedging, RhoHedging)
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- Value at Risk Models for Equity Portfolio
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- Quantitative Modeling
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- Binomial Tree - One-Step, Two Step
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- Geometric Brownian Motion
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- Black Scholes Model
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- Monte Carlo Methods for Quant Finance (Asian, Barrier, European Option)
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- Stochastic Interest Rate Modeling
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- Vasicek Interest Rate Model
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- CIR Interest Rate Model
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- Model Validation
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- Portfolio Management

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