Udemy - Quantitative Finance & Algorithmic Trading in Python (11.2023)

文件列表

• 01. Introduction/1. Introduction.mp45.5 MB
• 01. Introduction/1. Introduction.vtt3.7 KB
• 01. Introduction/2. Why to use Python.mp45.1 MB
• 01. Introduction/2. Why to use Python.vtt4.4 KB
• 01. Introduction/3. Financial models.mp46.0 MB
• 01. Introduction/3. Financial models.vtt4.8 KB
• 02. Environment Setup/1. Installing Python.mp414.7 MB
• 02. Environment Setup/1. Installing Python.vtt2.3 KB
• 02. Environment Setup/2. Installing PyCharm.mp422.8 MB
• 02. Environment Setup/2. Installing PyCharm.vtt4.6 KB
• 03. Stock Market Basics/1. Present value and future value of money.mp412.9 MB
• 03. Stock Market Basics/1. Present value and future value of money.vtt8.9 KB
• 03. Stock Market Basics/2. PresentValue.py790 B
• 03. Stock Market Basics/2. Time value of money implementation.mp435.4 MB
• 03. Stock Market Basics/2. Time value of money implementation.vtt9.3 KB
• 03. Stock Market Basics/3. Stocks and shares.mp436.7 MB
• 03. Stock Market Basics/3. Stocks and shares.vtt10.6 KB
• 03. Stock Market Basics/4. Commodities.mp412.9 MB
• 03. Stock Market Basics/4. Commodities.vtt7.3 KB
• 03. Stock Market Basics/5. Currencies and the FOREX.mp418.8 MB
• 03. Stock Market Basics/5. Currencies and the FOREX.vtt11.1 KB
• 03. Stock Market Basics/6. Short and long positions.mp418.3 MB
• 03. Stock Market Basics/6. Short and long positions.vtt8.4 KB
• 03. Stock Market Basics/7.1 Stock Markets Basics.html18.3 KB
• 04. Bonds Theory/1. What are bonds.mp415.0 MB
• 04. Bonds Theory/1. What are bonds.vtt13.3 KB
• 04. Bonds Theory/2. Yields and yield to maturity.mp418.8 MB
• 04. Bonds Theory/2. Yields and yield to maturity.vtt7.0 KB
• 04. Bonds Theory/3. Yields and yield to maturity.mp410.3 MB
• 04. Bonds Theory/3. Yields and yield to maturity.vtt6.9 KB
• 04. Bonds Theory/4. Interest rates and bonds.mp48.7 MB
• 04. Bonds Theory/4. Interest rates and bonds.vtt4.9 KB
• 04. Bonds Theory/5. Macaulay duration.mp49.7 MB
• 04. Bonds Theory/5. Macaulay duration.vtt6.0 KB
• 04. Bonds Theory/6. Risks with bonds.mp44.3 MB
• 04. Bonds Theory/6. Risks with bonds.vtt3.4 KB
• 04. Bonds Theory/7. Stocks and bonds.mp43.9 MB
• 04. Bonds Theory/7. Stocks and bonds.vtt2.3 KB
• 04. Bonds Theory/8.2 Bonds Quiz.html17.2 KB
• 05. Bonds Implementation/1. Bonds pricing implementation I.mp421.0 MB
• 05. Bonds Implementation/1. Bonds pricing implementation I.vtt7.7 KB
• 05. Bonds Implementation/2. Bonds pricing implementation II.mp425.1 MB
• 05. Bonds Implementation/2. Bonds pricing implementation II.vtt8.7 KB
• 05. Bonds Implementation/2. CouponBond.py784 B
• 05. Bonds Implementation/3. Exercise - continuous model for discounting.html548 B
• 05. Bonds Implementation/4. Solution - continuous model for discounting.html440 B
• 06. Modern Portfolio Theory (Markowitz-Model)/1. What are mean, variance and correlation.mp418.7 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/1. What are mean, variance and correlation.vtt9.0 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/2. The main idea - diverzification.mp414.5 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/2. The main idea - diverzification.vtt8.5 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/3. Mathematical formulation.mp414.4 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/3. Mathematical formulation.vtt10.8 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/4. Expected return of the portfolio.mp410.3 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/4. Expected return of the portfolio.vtt7.0 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/5. Expected variance (risk) of the portfolio.mp426.0 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/5. Expected variance (risk) of the portfolio.vtt9.7 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/6. Efficient frontier.mp419.9 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/6. Efficient frontier.vtt7.6 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/7. Sharpe ratio.mp410.1 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/7. Sharpe ratio.vtt4.6 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/8. Capital allocation line.mp417.1 MB
• 06. Modern Portfolio Theory (Markowitz-Model)/8. Capital allocation line.vtt4.0 KB
• 06. Modern Portfolio Theory (Markowitz-Model)/9.3 Markowitz Model Quiz.html17.9 KB
• 07. Markowitz-Model Implementation/1. Markowitz model implementation I.mp425.2 MB
• 07. Markowitz-Model Implementation/1. Markowitz model implementation I.vtt11.4 KB
• 07. Markowitz-Model Implementation/2. Markowitz model implementation II.mp460.4 MB
• 07. Markowitz-Model Implementation/2. Markowitz model implementation II.vtt14.0 KB
• 07. Markowitz-Model Implementation/3. Markowitz model implementation III.mp446.4 MB
• 07. Markowitz-Model Implementation/3. Markowitz model implementation III.vtt9.5 KB
• 07. Markowitz-Model Implementation/4. Markowitz model implementation IV.mp479.8 MB
• 07. Markowitz-Model Implementation/4. Markowitz model implementation IV.vtt13.8 KB
• 07. Markowitz-Model Implementation/5. Markowitz model implementation V.mp418.5 MB
• 07. Markowitz-Model Implementation/5. Markowitz model implementation V.vtt4.3 KB
• 07. Markowitz-Model Implementation/5. MarkowitzModel.py4.8 KB
• 08. Capital Asset Pricing Model (CAPM) Theory/1. Systematic and unsystematic risk.mp47.9 MB
• 08. Capital Asset Pricing Model (CAPM) Theory/1. Systematic and unsystematic risk.vtt4.9 KB
• 08. Capital Asset Pricing Model (CAPM) Theory/2. Capital asset pricing model formula.mp417.9 MB
• 08. Capital Asset Pricing Model (CAPM) Theory/2. Capital asset pricing model formula.vtt6.1 KB
• 08. Capital Asset Pricing Model (CAPM) Theory/3. The beta value.mp421.3 MB
• 08. Capital Asset Pricing Model (CAPM) Theory/3. The beta value.vtt7.6 KB
• 08. Capital Asset Pricing Model (CAPM) Theory/4. What is linear regression.mp416.1 MB
• 08. Capital Asset Pricing Model (CAPM) Theory/4. What is linear regression.vtt10.3 KB
• 08. Capital Asset Pricing Model (CAPM) Theory/5. Capital asset pricing model and linear regression.mp49.5 MB
• 08. Capital Asset Pricing Model (CAPM) Theory/5. Capital asset pricing model and linear regression.vtt5.8 KB
• 08. Capital Asset Pricing Model (CAPM) Theory/6.4 Capital Asset Pricing Model Quiz.html17.3 KB
• 09. Capital Asset Pricing Model (CAPM) Implementation/1. Capital asset pricing model implementation I.mp415.0 MB
• 09. Capital Asset Pricing Model (CAPM) Implementation/1. Capital asset pricing model implementation I.vtt4.8 KB
• 09. Capital Asset Pricing Model (CAPM) Implementation/2. Capital asset pricing model implementation II.mp459.7 MB
• 09. Capital Asset Pricing Model (CAPM) Implementation/2. Capital asset pricing model implementation II.vtt14.9 KB
• 09. Capital Asset Pricing Model (CAPM) Implementation/3. Capital asset pricing model implementation III.mp440.1 MB
• 09. Capital Asset Pricing Model (CAPM) Implementation/3. Capital asset pricing model implementation III.vtt8.7 KB
• 09. Capital Asset Pricing Model (CAPM) Implementation/3. CAPM.py3.2 KB
• 09. Capital Asset Pricing Model (CAPM) Implementation/4. Exercise - normal distribution of returns.html521 B
• 09. Capital Asset Pricing Model (CAPM) Implementation/5. NormalReturns.py939 B
• 09. Capital Asset Pricing Model (CAPM) Implementation/5. Solution - normal distribution of returns.mp411.8 MB
• 09. Capital Asset Pricing Model (CAPM) Implementation/5. Solution - normal distribution of returns.vtt5.6 KB
• 10. Derivatives Basics/1. Introduction to derivatives.mp425.3 MB
• 10. Derivatives Basics/1. Introduction to derivatives.vtt9.3 KB
• 10. Derivatives Basics/2. Forward and future contracts.mp46.6 MB
• 10. Derivatives Basics/2. Forward and future contracts.vtt4.0 KB
• 10. Derivatives Basics/3. Swaps and interest rate swaps.mp416.9 MB
• 10. Derivatives Basics/3. Swaps and interest rate swaps.vtt11.1 KB
• 10. Derivatives Basics/4. Credit default swap (CDS).mp47.0 MB
• 10. Derivatives Basics/4. Credit default swap (CDS).vtt4.4 KB
• 10. Derivatives Basics/5. Options basics.mp48.8 MB
• 10. Derivatives Basics/5. Options basics.vtt6.0 KB
• 10. Derivatives Basics/6. Call option.mp411.9 MB
• 10. Derivatives Basics/6. Call option.vtt7.4 KB
• 10. Derivatives Basics/7. Put option.mp46.1 MB
• 10. Derivatives Basics/7. Put option.vtt4.2 KB
• 10. Derivatives Basics/8. American and european options.mp42.7 MB
• 10. Derivatives Basics/8. American and european options.vtt1.8 KB
• 10. Derivatives Basics/9.5 Derivatives Basics Quiz.html17.8 KB
• 11. Random Behavior in Finance/1. Types of analysis.mp414.1 MB
• 11. Random Behavior in Finance/1. Types of analysis.vtt7.7 KB
• 11. Random Behavior in Finance/2. Random behavior of returns.mp412.4 MB
• 11. Random Behavior in Finance/2. Random behavior of returns.vtt7.1 KB
• 11. Random Behavior in Finance/3. Wiener-processes and random walks.mp437.0 MB
• 11. Random Behavior in Finance/3. Wiener-processes and random walks.vtt12.7 KB
• 11. Random Behavior in Finance/4. Wiener-process implementation.mp415.3 MB
• 11. Random Behavior in Finance/4. Wiener-process implementation.vtt8.4 KB
• 11. Random Behavior in Finance/4. WienerProcess.py829 B
• 11. Random Behavior in Finance/5. Stochastic calculus introduction.mp418.5 MB
• 11. Random Behavior in Finance/5. Stochastic calculus introduction.vtt8.9 KB
• 11. Random Behavior in Finance/6. Ito's lemma in higher dimensions.mp424.7 MB
• 11. Random Behavior in Finance/6. Ito's lemma in higher dimensions.vtt5.7 KB
• 11. Random Behavior in Finance/7. Solving the geometric random walk equation.mp410.1 MB
• 11. Random Behavior in Finance/7. Solving the geometric random walk equation.vtt7.3 KB
• 11. Random Behavior in Finance/8. GBM.py691 B
• 11. Random Behavior in Finance/8. Geometric brownian motion implementation.mp429.1 MB
• 11. Random Behavior in Finance/8. Geometric brownian motion implementation.vtt7.3 KB
• 11. Random Behavior in Finance/9.6 Random Behaviour Quiz.html16.7 KB
• 12. Black-Scholes Model/1. Black-Scholes model introduction - the portfolio.mp434.0 MB
• 12. Black-Scholes Model/1. Black-Scholes model introduction - the portfolio.vtt7.6 KB
• 12. Black-Scholes Model/2. Black-Scholes model introduction - dynamic delta hedge.mp429.5 MB
• 12. Black-Scholes Model/2. Black-Scholes model introduction - dynamic delta hedge.vtt7.0 KB
• 12. Black-Scholes Model/3. Black-Scholes model introduction - no arbitrage principle.mp410.4 MB
• 12. Black-Scholes Model/3. Black-Scholes model introduction - no arbitrage principle.vtt5.5 KB
• 12. Black-Scholes Model/4. Solution to Black-Scholes equation.mp48.4 MB
• 12. Black-Scholes Model/4. Solution to Black-Scholes equation.vtt4.8 KB
• 12. Black-Scholes Model/5. The greeks.mp49.5 MB
• 12. Black-Scholes Model/5. The greeks.vtt5.3 KB
• 12. Black-Scholes Model/6. How to make money with Black-Scholes model.mp48.9 MB
• 12. Black-Scholes Model/6. How to make money with Black-Scholes model.vtt2.2 KB
• 12. Black-Scholes Model/7. Long Term Capital Management (LTCM).mp434.1 MB
• 12. Black-Scholes Model/7. Long Term Capital Management (LTCM).vtt6.6 KB
• 12. Black-Scholes Model/8.7 Black-Scholes Model Quiz.html17.3 KB
• 13. Black-Scholes Model Implementation/1. Black-Scholes model implementation.mp430.8 MB
• 13. Black-Scholes Model Implementation/1. Black-Scholes model implementation.vtt9.7 KB
• 13. Black-Scholes Model Implementation/1. BlackScholes.py1.3 KB
• 13. Black-Scholes Model Implementation/2. What is Monte-Carlo simulation.mp417.7 MB
• 13. Black-Scholes Model Implementation/2. What is Monte-Carlo simulation.vtt8.1 KB
• 13. Black-Scholes Model Implementation/3. Predicting stock prices with Monte-Carlo simulation.mp454.0 MB
• 13. Black-Scholes Model Implementation/3. Predicting stock prices with Monte-Carlo simulation.vtt12.7 KB
• 13. Black-Scholes Model Implementation/3. StockPriceMonteCarlo.py1.0 KB
• 13. Black-Scholes Model Implementation/4. Black-Scholes model implementation with Monte-Carlo simulation I.mp410.3 MB
• 13. Black-Scholes Model Implementation/4. Black-Scholes model implementation with Monte-Carlo simulation I.vtt5.9 KB
• 13. Black-Scholes Model Implementation/5. Black-Scholes model implementation with Monte-Carlo simulation II.mp423.1 MB
• 13. Black-Scholes Model Implementation/5. Black-Scholes model implementation with Monte-Carlo simulation II.vtt10.0 KB
• 13. Black-Scholes Model Implementation/5. OptionPricingMonteCarlo.py2.6 KB
• 13. Black-Scholes Model Implementation/6. Black-Scholes model implementation with Monte-Carlo simulation III.mp415.6 MB
• 13. Black-Scholes Model Implementation/6. Black-Scholes model implementation with Monte-Carlo simulation III.vtt3.0 KB
• 13. Black-Scholes Model Implementation/6. BlackScholesMonteCarlo.py2.5 KB
• 14. Value at Risk (VaR)/1. What is Value-at-Risk.mp425.8 MB
• 14. Value at Risk (VaR)/1. What is Value-at-Risk.vtt6.6 KB
• 14. Value at Risk (VaR)/2. Value-at-Risk introduction.mp420.8 MB
• 14. Value at Risk (VaR)/2. Value-at-Risk introduction.vtt9.0 KB
• 14. Value at Risk (VaR)/3. Value at risk implementation.mp430.8 MB
• 14. Value at Risk (VaR)/3. Value at risk implementation.vtt12.5 KB
• 14. Value at Risk (VaR)/3. VaR.py1.3 KB
• 14. Value at Risk (VaR)/4. Value at risk implementation with Monte-Carlo simulation I.mp454.7 MB
• 14. Value at Risk (VaR)/4. Value at risk implementation with Monte-Carlo simulation I.vtt14.9 KB
• 14. Value at Risk (VaR)/5. Value at risk implementation with Monte-Carlo simulation II.mp49.3 MB
• 14. Value at Risk (VaR)/5. Value at risk implementation with Monte-Carlo simulation II.vtt3.7 KB
• 14. Value at Risk (VaR)/5. VaRMonteCarlo.py2.1 KB
• 14. Value at Risk (VaR)/6.8 Value at Risk Quiz.html16.8 KB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/1. What are CDOs.mp49.0 MB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/1. What are CDOs.vtt5.4 KB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/2. CDOs and diverzification.mp411.1 MB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/2. CDOs and diverzification.vtt6.4 KB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/3. CDO tranches.mp44.9 MB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/3. CDO tranches.vtt3.1 KB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/4. The financial crisis of 2007-2008.mp420.8 MB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/4. The financial crisis of 2007-2008.vtt7.2 KB
• 15. Collateralized Debt Obligations (CDOs) and the Financial Crisis/5.9 CDOs Quiz.html16.8 KB
• 16. Interest Rate Modeling (Vasicek Model)/1. Why to use interest rate models.mp47.3 MB
• 16. Interest Rate Modeling (Vasicek Model)/1. Why to use interest rate models.vtt3.7 KB
• 16. Interest Rate Modeling (Vasicek Model)/2. The Ornstein-Uhlenbeck process introduction.mp419.6 MB
• 16. Interest Rate Modeling (Vasicek Model)/2. The Ornstein-Uhlenbeck process introduction.vtt5.8 KB
• 16. Interest Rate Modeling (Vasicek Model)/3. OrnsteinUhlenbeckProcess.py562 B
• 16. Interest Rate Modeling (Vasicek Model)/3. The Ornstein-Uhlenbeck process implementation.mp414.0 MB
• 16. Interest Rate Modeling (Vasicek Model)/3. The Ornstein-Uhlenbeck process implementation.vtt6.4 KB
• 16. Interest Rate Modeling (Vasicek Model)/4. Vasicek model introduction.mp412.4 MB
• 16. Interest Rate Modeling (Vasicek Model)/4. Vasicek model introduction.vtt5.4 KB
• 16. Interest Rate Modeling (Vasicek Model)/5. Vasicek model implementation.mp411.3 MB
• 16. Interest Rate Modeling (Vasicek Model)/5. Vasicek model implementation.vtt6.8 KB
• 16. Interest Rate Modeling (Vasicek Model)/5. VasicekModel.py601 B
• 16. Interest Rate Modeling (Vasicek Model)/6.10 Interest Rate Modeling Quiz.html16.7 KB
• 17. Pricing Bonds with Vasicek Model/1. Bond pricing with the Vasicek model I.mp414.7 MB
• 17. Pricing Bonds with Vasicek Model/1. Bond pricing with the Vasicek model I.vtt8.5 KB
• 17. Pricing Bonds with Vasicek Model/2. Bond pricing with the Vasicek model II.mp420.8 MB
• 17. Pricing Bonds with Vasicek Model/2. Bond pricing with the Vasicek model II.vtt8.4 KB
• 17. Pricing Bonds with Vasicek Model/3. Bond pricing with the Vasicek model III.mp414.5 MB
• 17. Pricing Bonds with Vasicek Model/3. Bond pricing with the Vasicek model III.vtt6.3 KB
• 17. Pricing Bonds with Vasicek Model/3. BondPricingVasicek.py1.1 KB
• 18. Long-Term Investing/1. Value investing.mp421.8 MB
• 18. Long-Term Investing/1. Value investing.vtt5.7 KB
• 18. Long-Term Investing/2. Efficient market hypothesis.mp49.4 MB
• 18. Long-Term Investing/2. Efficient market hypothesis.vtt5.8 KB
• 19. NEXT STEPS/1. Next steps.html4.3 KB
• 20. APPENDIX - PYTHON PROGRAMMING CRASH COURSE/1. Python crash course introduction.mp44.0 MB
• 20. APPENDIX - PYTHON PROGRAMMING CRASH COURSE/1. Python crash course introduction.vtt2.7 KB
• 21. Appendix #1 - Python Basics/1. First steps in Python.mp47.4 MB
• 21. Appendix #1 - Python Basics/1. First steps in Python.vtt6.4 KB
• 21. Appendix #1 - Python Basics/10. Exercise conditional statements.html790 B
• 21. Appendix #1 - Python Basics/11. Solution conditional statements.html469 B
• 21. Appendix #1 - Python Basics/12. Logical operators.mp48.1 MB
• 21. Appendix #1 - Python Basics/12. Logical operators.vtt3.9 KB
• 21. Appendix #1 - Python Basics/13. Loops - for loop.mp49.6 MB
• 21. Appendix #1 - Python Basics/13. Loops - for loop.vtt6.7 KB
• 21. Appendix #1 - Python Basics/14. Loops - while loop.mp47.6 MB
• 21. Appendix #1 - Python Basics/14. Loops - while loop.vtt4.7 KB
• 21. Appendix #1 - Python Basics/15. Exercise calculating the average.html340 B
• 21. Appendix #1 - Python Basics/16. Solution calculating the average.html312 B
• 21. Appendix #1 - Python Basics/17. What are nested loops.mp45.9 MB
• 21. Appendix #1 - Python Basics/17. What are nested loops.vtt3.0 KB
• 21. Appendix #1 - Python Basics/18. Enumerate.mp47.7 MB
• 21. Appendix #1 - Python Basics/18. Enumerate.vtt4.3 KB
• 21. Appendix #1 - Python Basics/19. Break and continue.mp49.9 MB
• 21. Appendix #1 - Python Basics/19. Break and continue.vtt6.0 KB
• 21. Appendix #1 - Python Basics/2. What are the basic data types.mp47.7 MB
• 21. Appendix #1 - Python Basics/2. What are the basic data types.vtt5.6 KB
• 21. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.mp44.0 MB
• 21. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.vtt2.9 KB
• 21. Appendix #1 - Python Basics/21. Exercise Fibonacci-numbers.html320 B
• 21. Appendix #1 - Python Basics/22. Solution Fibonacci-numbers.html682 B
• 21. Appendix #1 - Python Basics/23.11 Python Basics Quiz.html17.7 KB
• 21. Appendix #1 - Python Basics/3. Booleans.mp43.5 MB
• 21. Appendix #1 - Python Basics/3. Booleans.vtt2.1 KB
• 21. Appendix #1 - Python Basics/4. Strings.mp414.6 MB
• 21. Appendix #1 - Python Basics/4. Strings.vtt8.5 KB
• 21. Appendix #1 - Python Basics/5. String slicing.mp412.7 MB
• 21. Appendix #1 - Python Basics/5. String slicing.vtt7.3 KB
• 21. Appendix #1 - Python Basics/6. Type casting.mp48.2 MB
• 21. Appendix #1 - Python Basics/6. Type casting.vtt4.7 KB
• 21. Appendix #1 - Python Basics/7. Operators.mp410.7 MB
• 21. Appendix #1 - Python Basics/7. Operators.vtt5.8 KB
• 21. Appendix #1 - Python Basics/8. Conditional statements.mp48.6 MB
• 21. Appendix #1 - Python Basics/8. Conditional statements.vtt4.6 KB
• 21. Appendix #1 - Python Basics/9. How to use multiple conditions.mp416.0 MB
• 21. Appendix #1 - Python Basics/9. How to use multiple conditions.vtt8.7 KB
• 22. Appendix #2 - Functions/1. What are functions.mp48.1 MB
• 22. Appendix #2 - Functions/1. What are functions.vtt5.0 KB
• 22. Appendix #2 - Functions/10. What are the most relevant built-in functions.mp47.6 MB
• 22. Appendix #2 - Functions/10. What are the most relevant built-in functions.vtt4.9 KB
• 22. Appendix #2 - Functions/11. What is recursion.mp417.4 MB
• 22. Appendix #2 - Functions/11. What is recursion.vtt10.2 KB
• 22. Appendix #2 - Functions/12. Exercise recursion.html366 B
• 22. Appendix #2 - Functions/13. Solution recursion.html545 B
• 22. Appendix #2 - Functions/14. Local vs global variables.mp47.8 MB
• 22. Appendix #2 - Functions/14. Local vs global variables.vtt4.6 KB
• 22. Appendix #2 - Functions/15. The __main__ function.mp47.3 MB
• 22. Appendix #2 - Functions/15. The __main__ function.vtt4.0 KB
• 22. Appendix #2 - Functions/16.12 Functions Quiz.html17.3 KB
• 22. Appendix #2 - Functions/2. Defining functions.mp49.6 MB
• 22. Appendix #2 - Functions/2. Defining functions.vtt6.0 KB
• 22. Appendix #2 - Functions/3. Positional arguments and keyword arguments.mp422.2 MB
• 22. Appendix #2 - Functions/3. Positional arguments and keyword arguments.vtt11.3 KB
• 22. Appendix #2 - Functions/4. Returning values.mp44.1 MB
• 22. Appendix #2 - Functions/4. Returning values.vtt2.6 KB
• 22. Appendix #2 - Functions/5. Returning multiple values.mp46.0 MB
• 22. Appendix #2 - Functions/5. Returning multiple values.vtt3.3 KB
• 22. Appendix #2 - Functions/6. Exercise functions.html421 B
• 22. Appendix #2 - Functions/7. Solution functions.html317 B
• 22. Appendix #2 - Functions/8. Yield operator.mp49.2 MB
• 22. Appendix #2 - Functions/8. Yield operator.vtt5.6 KB
• 22. Appendix #2 - Functions/9. Local and global variables.mp44.3 MB
• 22. Appendix #2 - Functions/9. Local and global variables.vtt2.3 KB
• 23. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp418.3 MB
• 23. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.vtt12.3 KB
• 23. Appendix #3 - Data Structures in Python/10. Solution list comprehension.html735 B
• 23. Appendix #3 - Data Structures in Python/11. Measuring running time of lists.html1.3 KB
• 23. Appendix #3 - Data Structures in Python/12. What are tuples.mp47.5 MB
• 23. Appendix #3 - Data Structures in Python/12. What are tuples.vtt4.4 KB
• 23. Appendix #3 - Data Structures in Python/13. Mutability and immutability.mp48.7 MB
• 23. Appendix #3 - Data Structures in Python/13. Mutability and immutability.vtt5.3 KB
• 23. Appendix #3 - Data Structures in Python/14. What are linked list data structures.mp420.8 MB
• 23. Appendix #3 - Data Structures in Python/14. What are linked list data structures.vtt10.2 KB
• 23. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.mp411.4 MB
• 23. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.vtt5.9 KB
• 23. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.mp423.1 MB
• 23. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.vtt9.8 KB
• 23. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.mp419.4 MB
• 23. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.vtt10.5 KB
• 23. Appendix #3 - Data Structures in Python/18. Sets in Python.mp426.0 MB
• 23. Appendix #3 - Data Structures in Python/18. Sets in Python.vtt9.7 KB
• 23. Appendix #3 - Data Structures in Python/19. Exercise constructing dictionaries.html529 B
• 23. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp46.7 MB
• 23. Appendix #3 - Data Structures in Python/2. Data structures introduction.vtt4.0 KB
• 23. Appendix #3 - Data Structures in Python/20. Solution constructing dictionaries.html398 B
• 23. Appendix #3 - Data Structures in Python/21. Sorting.mp423.8 MB
• 23. Appendix #3 - Data Structures in Python/21. Sorting.vtt11.3 KB
• 23. Appendix #3 - Data Structures in Python/22.13 Data Structures Quiz.html17.7 KB
• 23. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp412.3 MB
• 23. Appendix #3 - Data Structures in Python/3. What are array data structures I.vtt7.9 KB
• 23. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp412.3 MB
• 23. Appendix #3 - Data Structures in Python/4. What are array data structures II.vtt8.4 KB
• 23. Appendix #3 - Data Structures in Python/5. Lists in Python.mp410.5 MB
• 23. Appendix #3 - Data Structures in Python/5. Lists in Python.vtt6.1 KB
• 23. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp418.6 MB
• 23. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.vtt8.5 KB
• 23. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp411.4 MB
• 23. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.vtt6.2 KB
• 23. Appendix #3 - Data Structures in Python/8. (!!!) Python lists and arrays.html670 B
• 23. Appendix #3 - Data Structures in Python/9. Exercise list comprehension.html1.2 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp45.2 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).vtt2.8 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.mp46.5 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.vtt2.7 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.mp416.2 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.vtt5.1 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.mp413.7 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.vtt5.8 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/13. Exercise abstraction.html620 B
• 24. Appendix #4 - Object Oriented Programming (OOP)/14. Solution abstraction.html750 B
• 24. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.mp411.0 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.vtt6.7 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.mp47.7 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.vtt3.4 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.mp417.1 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.vtt8.9 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/18.14 Object Oriented Programming (OOP) Quiz.html17.2 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp45.4 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.vtt3.0 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp417.8 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.vtt6.6 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp414.7 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.vtt4.8 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/5. Exercise constructing classes.html586 B
• 24. Appendix #4 - Object Oriented Programming (OOP)/6. Solution constructing classes.html466 B
• 24. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.mp412.2 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.vtt5.0 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.mp48.1 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.vtt4.1 KB
• 24. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.mp49.1 MB
• 24. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.vtt4.8 KB
• 25. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp48.2 MB
• 25. Appendix #5 - NumPy/1. What is the key advantage of NumPy.vtt5.0 KB
• 25. Appendix #5 - NumPy/10. Filter.mp47.7 MB
• 25. Appendix #5 - NumPy/10. Filter.vtt4.2 KB
• 25. Appendix #5 - NumPy/11. Running time comparison arrays and lists.html1.3 KB
• 25. Appendix #5 - NumPy/12.15 NumPy Quiz.html17.3 KB
• 25. Appendix #5 - NumPy/2. Creating and updating arrays.mp416.8 MB
• 25. Appendix #5 - NumPy/2. Creating and updating arrays.vtt8.4 KB
• 25. Appendix #5 - NumPy/3. Dimension of arrays.mp418.4 MB
• 25. Appendix #5 - NumPy/3. Dimension of arrays.vtt10.5 KB
• 25. Appendix #5 - NumPy/4. Indexes and slicing.mp416.7 MB
• 25. Appendix #5 - NumPy/4. Indexes and slicing.vtt9.0 KB
• 25. Appendix #5 - NumPy/5. Types.mp49.9 MB
• 25. Appendix #5 - NumPy/5. Types.vtt5.1 KB
• 25. Appendix #5 - NumPy/6. Reshape.mp417.0 MB
• 25. Appendix #5 - NumPy/6. Reshape.vtt8.7 KB
• 25. Appendix #5 - NumPy/7. Exercise reshape problem.html407 B
• 25. Appendix #5 - NumPy/8. Solution reshape problem.html247 B
• 25. Appendix #5 - NumPy/9. Stacking and merging arrays.mp417.2 MB
• 25. Appendix #5 - NumPy/9. Stacking and merging arrays.vtt7.3 KB
• 26. Course Materials (DOWNLOADS)/1. Course materials.html99 B
• 26. Course Materials (DOWNLOADS)/1. quantitative_finance.zip18.7 MB