Quantitative Finance & Algorithmic Trading in Python


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Torrent Size : 662.38 MB


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Torrent File Content (92 files)


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

     Visit Coursedrive.org.url -
124 bytes

     ReadMe.txt -
538 bytes

     Visit Coursedrive.org.url -
124 bytes

    01 Introduction
          001 Introduction.mp4 -
2.62 MB

          002 Course Materials.html -
434 bytes

          003 Why to use Python.mp4 -
6.41 MB

          004 Financial models.mp4 -
5.91 MB

          Must Read.txt -
540 bytes

          Visit Coursedrive.org.url -
124 bytes

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

          006 Time value of money implementation.mp4 -
7.23 MB

          007 Stocks shares.mp4 -
10.02 MB

          008 Commodities.mp4 -
2.62 MB

          009 Currencies and the FOREX.mp4 -
8.11 MB

          010 Fundamental terms short and long.mp4 -
3.84 MB

    03 Bonds
          011 Bonds basics.mp4 -
6.29 MB

          012 Bond price and interest rate.mp4 -
6.39 MB

          013 Bond price and maturity.mp4 -
4.19 MB

          014 Bonds pricing implementation.mp4 -
9.22 MB

          quizzes/001 Stock Markets Basics.html -
4.12 KB

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

          016 Mathematical formulation.mp4 -
9.68 MB

          017 Expected return of the portfolio.mp4 -
10.75 MB

          018 Expected variance risk of the portfolio.mp4 -
9.9 MB

          019 Efficient frontier.mp4 -
11.46 MB

          020 Sharpe ratio.mp4 -
6.48 MB

          021 Capital allocation line.mp4 -
7.03 MB

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

          023 Modern Portfolio Theory implementation - weights.mp4 -
19.81 MB

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

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

          026 Modern Portfolio Theory implementation - optimization.mp4 -
26.49 MB

          027 UPDATE order of stocks.html -
717 bytes

          ReadMe.txt -
538 bytes

          Visit Coursedrive.org.url -
124 bytes

          quizzes/002 Markowitz Model Quiz.html -
4.61 KB

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

          029 Capital asset pricing model formula.mp4 -
8.16 MB

          030 The beta value.mp4 -
10.26 MB

          031 Capital asset pricing model and linear regression.mp4 -
5.61 MB

          032 Capital asset pricing model implementation I.mp4 -
10.1 MB

          033 Capital asset pricing model implementation II.mp4 -
13.41 MB

          034 Capital asset pricing model implementation III.mp4 -
10.7 MB

          quizzes/003 Capital Asset Pricing Model Quiz.html -
3.94 KB

    06 Derivatives Basics
          035 Introduction to derivatives.mp4 -
3.66 MB

          036 Future contracts.mp4 -
5.67 MB

          037 Interest rate swaps.mp4 -
4.28 MB

          038 Options basics.mp4 -
5.03 MB

          039 Call option.mp4 -
10.11 MB



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