Quantitative Finance & Algorithmic Trading in Python Torrent Download Locations

Quantitative Finance & Algorithmic Trading in Python
    10 Machine Leaning in Finance
          063 Logistic regression implementation.mp4 -

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     ReadMe.txt -

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    01 Introduction
          001 Introduction.mp4 -

          002 Course Materials.html -

          003 Why to use Python.mp4 -

          004 Financial models.mp4 -

          Must Read.txt -

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    02 Stock Market Basics
          005 Present value future value of money.mp4 -

          006 Time value of money implementation.mp4 -

          007 Stocks shares.mp4 -

          008 Commodities.mp4 -

          009 Currencies and the FOREX.mp4 -

          010 Fundamental terms short and long.mp4 -

    03 Bonds
          011 Bonds basics.mp4 -

          012 Bond price and interest rate.mp4 -

          013 Bond price and maturity.mp4 -

          014 Bonds pricing implementation.mp4 -

          quizzes/001 Stock Markets Basics.html -

    04 Modern Portfolio Theory Markowitz-model
          015 The main idea - diverzification.mp4 -

          016 Mathematical formulation.mp4 -

          017 Expected return of the portfolio.mp4 -

          018 Expected variance risk of the portfolio.mp4 -

          019 Efficient frontier.mp4 -

          020 Sharpe ratio.mp4 -

          021 Capital allocation line.mp4 -

          022 Modern Portfolio Theory implementation - getting data from Yahoo.mp4 -

          023 Modern Portfolio Theory implementation - weights.mp4 -

          024 Modern Portfolio Theory implementation - mean and variance.mp4 -

          025 Modern Portfolio Theory implementation - Monte-Carlo simulation.mp4 -

          026 Modern Portfolio Theory implementation - optimization.mp4 -

          027 UPDATE order of stocks.html -

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          quizzes/002 Markowitz Model Quiz.html -

    05 Capital Asset Pricing Model CAPM
          028 Systematic and unsystematic risk.mp4 -

          029 Capital asset pricing model formula.mp4 -

          030 The beta value.mp4 -

          031 Capital asset pricing model and linear regression.mp4 -

          032 Capital asset pricing model implementation I.mp4 -

          033 Capital asset pricing model implementation II.mp4 -

          034 Capital asset pricing model implementation III.mp4 -

          quizzes/003 Capital Asset Pricing Model Quiz.html -

    06 Derivatives Basics
          035 Introduction to derivatives.mp4 -

          036 Future contracts.mp4 -

          037 Interest rate swaps.mp4 -

          038 Options basics.mp4 -

          039 Call option.mp4 -

          040 Put option.mp4 -

          041 American and european options.mp4 -

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          quizzes/004 Derivatives Basics Quiz.html -

    07 Random Behaviour in Finance
          042 Types of analysis.mp4 -

          043 Random behaviour of returns.mp4 -

          044 Winer-process.mp4 -

          045 Stochastic calculus introduction.mp4 -

          046 Itos lemma in higher dimensions.mp4 -

          047 Brownian-motion implementation.mp4 -

          quizzes/005 Random Behaviour Quiz.html -

    08 Black-Scholes Model
          048 Black-Scholes model introduction - the portfolio.mp4 -

          049 Black-Scholes model introduction - dynamic delta hedge.mp4 -

          050 Black-Scholes model introduction - no arbitrage principle.mp4 -

          051 Solution to Black-Scholes equation.mp4 -

          052 The greeks.mp4 -

          053 Black-Scholes model implementation I.mp4 -

          054 Black-Scholes model implementation II - Monte-Carlo.mp4 -

          055 How to make money with Black-Scholes model.mp4 -

          056 Long Term Capital Management LTCM.mp4 -

          quizzes/006 Black-Scholes Model Quiz.html -

    09 Value At Risk VaR
          057 What is Value-at-Risk.mp4 -

          058 Value-at-Risk introduction.mp4 -

          059 Value at risk implementation I.mp4 -

          060 Value at risk implementation II - Monte-Carlo simulation.mp4 -

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          quizzes/007 Value at Risk Quiz.html -

    10 Machine Leaning in Finance
          061 What is machine learning.mp4 -

          062 Logistic regression introduction.mp4 -

     Course Downloaded from coursedrive.org.txt -

          064 K-nearest neighbor kNN classifier introduction.mp4 -

          065 K-nearest neighbor kNN classifier implementation.mp4 -

          066 Support vector machine SVM introduction.mp4 -

          067 Support vector machine SVM implementation.mp4 -

          quizzes/008 Machine Learning Quiz.html -

    11 Long-Term Investing
          068 Value investing.mp4 -

          069 Efficient market hypothesis.mp4 -

    12 BONUS
          070 DISCOUNTS FOR OTHER COURSES.html -

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