Name [Udemy] Financial Engineering and Artificial Intelligence in Python (2020) [En]

File Type video

Size 6.09GB

UpdateDate 2024-10-3

hash *****188A0DBC5B81AD4FFC282169673F023131

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Files 11. Setting Up Your Environment FAQ/1. Windows-Focused Environment Setup 2018.mp4 | 180.66MB 1. Welcome/1. Introduction and Outline.srt | 9.58KB 1. Welcome/2. Where to get the code.mp4 | 44.29MB 1. Welcome/2. Where to get the code.srt | 12.37KB 1. Welcome/3. Scope of the course.mp4 | 23.63MB 1. Welcome/3. Scope of the course.srt | 4.83KB 1. Welcome/4. How to Practice.mp4 | 24.56MB 1. Welcome/4. How to Practice.srt | 5.20KB 1. Welcome/5. Warmup (Optional).mp4 | 19.74MB 1. Welcome/5. Warmup (Optional).srt | 5.47KB 2. Financial Basics/1. Financial Basics Section Introduction.mp4 | 28.92MB 2. Financial Basics/1. Financial Basics Section Introduction.srt | 7.41KB 2. Financial Basics/2. Getting Financial Data.mp4 | 41.84MB 2. Financial Basics/2. Getting Financial Data.srt | 9.95KB 2. Financial Basics/3. Getting Financial Data (Code).mp4 | 62.67MB 2. Financial Basics/3. Getting Financial Data (Code).srt | 9.46KB 2. Financial Basics/4. Understanding Financial Data.mp4 | 28.52MB 2. Financial Basics/4. Understanding Financial Data.srt | 6.61KB 2. Financial Basics/5. Understanding Financial Data (Code).mp4 | 75.59MB 2. Financial Basics/5. Understanding Financial Data (Code).srt | 15.10KB 2. Financial Basics/6. Dealing with Missing Data.mp4 | 28.31MB 2. Financial Basics/6. Dealing with Missing Data.srt | 7.76KB 2. Financial Basics/7. Dealing with Missing Data (Code).mp4 | 37.71MB 2. Financial Basics/7. Dealing with Missing Data (Code).srt | 8.95KB 2. Financial Basics/8. Returns.mp4 | 29.25MB 2. Financial Basics/8. Returns.srt | 11.72KB 2. Financial Basics/9. Adjusted Close, Stock Splits, and Dividends.mp4 | 47.44MB 2. Financial Basics/9. Adjusted Close, Stock Splits, and Dividends.srt | 16.21KB 2. Financial Basics/10. Adjusted Close (Code).mp4 | 20.94MB 2. Financial Basics/10. Adjusted Close (Code).srt | 4.59KB 2. Financial Basics/11. Back to Returns (Code).mp4 | 45.67MB 2. Financial Basics/11. Back to Returns (Code).srt | 9.07KB 2. Financial Basics/12. QQ-Plots.mp4 | 20.70MB 2. Financial Basics/12. QQ-Plots.srt | 7.19KB 2. Financial Basics/13. QQ-Plots (Code).mp4 | 35.32MB 2. Financial Basics/13. QQ-Plots (Code).srt | 9.94KB 2. Financial Basics/14. The t-Distribution.mp4 | 19.68MB 2. Financial Basics/14. The t-Distribution.srt | 5.07KB 2. Financial Basics/15. The t-Distribution (Code).mp4 | 50.81MB 2. Financial Basics/15. The t-Distribution (Code).srt | 10.46KB 2. Financial Basics/16. Skewness and Kurtosis.mp4 | 34.68MB 2. Financial Basics/16. Skewness and Kurtosis.srt | 10.36KB 2. Financial Basics/17. Confidence Intervals.mp4 | 38.83MB 2. Financial Basics/17. Confidence Intervals.srt | 13.70KB 2. Financial Basics/18. Confidence Intervals (Code).mp4 | 12.26MB 2. Financial Basics/18. Confidence Intervals (Code).srt | 2.82KB 2. Financial Basics/19. Statistical Testing.mp4 | 60.70MB 2. Financial Basics/19. Statistical Testing.srt | 20.82KB 2. Financial Basics/20. Statistical Testing (Code).mp4 | 41.92MB 2. Financial Basics/20. Statistical Testing (Code).srt | 9.06KB 2. Financial Basics/21. Covariance and Correlation.mp4 | 32.93MB 2. Financial Basics/21. Covariance and Correlation.srt | 10.81KB 2. Financial Basics/22. Covariance and Correlation (Code).mp4 | 39.01MB 2. Financial Basics/22. Covariance and Correlation (Code).srt | 7.14KB 2. Financial Basics/23. Alpha and Beta.mp4 | 28.80MB 2. Financial Basics/23. Alpha and Beta.srt | 9.26KB 2. Financial Basics/24. Alpha and Beta (Code).mp4 | 45.76MB 2. Financial Basics/24. Alpha and Beta (Code).srt | 10.39KB 2. Financial Basics/25. Mixture of Gaussians.mp4 | 29.40MB 2. Financial Basics/25. Mixture of Gaussians.srt | 9.17KB 2. Financial Basics/26. Mixture of Gaussians (Code).mp4 | 33.54MB 2. Financial Basics/26. Mixture of Gaussians (Code).srt | 8.22KB 2. Financial Basics/27. Volatility Clustering.mp4 | 18.49MB 2. Financial Basics/27. Volatility Clustering.srt | 3.88KB 2. Financial Basics/28. Price Simulation.mp4 | 11.98MB 2. Financial Basics/28. Price Simulation.srt | 4.02KB 2. Financial Basics/29. Price Simulation (Code).mp4 | 12.25MB 2. Financial Basics/29. Price Simulation (Code).srt | 3.10KB 2. Financial Basics/30. Financial Basics Section Summary.mp4 | 9.97MB 2. Financial Basics/30. Financial Basics Section Summary.srt | 3.07KB 2. Financial Basics/31. Suggestion Box.mp4 | 16.13MB 2. Financial Basics/31. Suggestion Box.srt | 4.66KB 3. Time Series Analysis/1. Time Series Analysis Section Introduction.mp4 | 31.82MB 3. Time Series Analysis/1. Time Series Analysis Section Introduction.srt | 9.33KB 3. Time Series Analysis/2. Efficient Market Hypothesis.mp4 | 54.72MB 3. Time Series Analysis/2. Efficient Market Hypothesis.srt | 16.08KB 3. Time Series Analysis/3. Random Walk Hypothesis.mp4 | 71.44MB 3. Time Series Analysis/3. Random Walk Hypothesis.srt | 19.10KB 3. Time Series Analysis/4. The Naive Forecast.mp4 | 30.98MB 3. Time Series Analysis/4. The Naive Forecast.srt | 9.23KB 3. Time Series Analysis/5. Simple Moving Average (Theory).mp4 | 19.87MB 3. Time Series Analysis/5. Simple Moving Average (Theory).srt | 5.73KB 3. Time Series Analysis/6. Simple Moving Average (Code).mp4 | 55.63MB 3. Time Series Analysis/6. Simple Moving Average (Code).srt | 9.45KB 3. Time Series Analysis/7. Exponentially-Weighted Moving Average (Theory).mp4 | 37.77MB 3. Time Series Analysis/7. Exponentially-Weighted Moving Average (Theory).srt | 14.60KB 3. Time Series Analysis/8. Exponentially-Weighted Moving Average (Code).mp4 | 54.35MB 3. Time Series Analysis/8. Exponentially-Weighted Moving Average (Code).srt | 14.66KB 3. Time Series Analysis/9. Simple Exponential Smoothing for Forecasting (Theory).mp4 | 36.33MB 3. Time Series Analysis/9. Simple Exponential Smoothing for Forecasting (Theory).srt | 13.89KB 3. Time Series Analysis/10. Simple Exponential Smoothing for Forecasting (Code).mp4 | 59.12MB 3. Time Series Analysis/10. Simple Exponential Smoothing for Forecasting (Code).srt | 12.63KB 3. Time Series Analysis/11. Holt's Linear Trend Model (Theory).mp4 | 32.95MB 3. Time Series Analysis/11. Holt's Linear Trend Model (Theory).srt | 10.08KB 3. Time Series Analysis/12. Holt's Linear Trend Model (Code).mp4 | 18.64MB 3. Time Series Analysis/12. Holt's Linear Trend Model (Code).srt | 3.45KB 3. Time Series Analysis/13. Holt-Winters (Theory).mp4 | 48.86MB 3. Time Series Analysis/13. Holt-Winters (Theory).srt | 15.00KB 3. Time Series Analysis/14. Holt-Winters (Code).mp4 | 52.45MB 3. Time Series Analysis/14. Holt-Winters (Code).srt | 9.82KB 3. Time Series Analysis/15. Autoregressive Models - AR(p).mp4 | 53.69MB 3. Time Series Analysis/15. Autoregressive Models - AR(p).srt | 16.67KB 3. Time Series Analysis/16. Moving Average Models - MA(q).mp4 | 10.94MB 3. Time Series Analysis/16. Moving Average Models - MA(q).srt | 4.16KB 3. Time Series Analysis/17. ARIMA.mp4 | 42.67MB 3. Time Series Analysis/17. ARIMA.srt | 13.80KB 3. Time Series Analysis/18. ARIMA in Code (pt 1).mp4 | 135.45MB 3. Time Series Analysis/18. ARIMA in Code (pt 1).srt | 24.49KB 3. Time Series Analysis/19. Stationarity.mp4 | 50.99MB 3. Time Series Analysis/19. Stationarity.srt | 16.29KB 3. Time Series Analysis/20. Stationarity Code.mp4 | 64.57MB 3. Time Series Analysis/20. Stationarity Code.srt | 10.76KB 3. Time Series Analysis/21. ACF (Autocorrelation Function).mp4 | 37.36MB 3. Time Series Analysis/21. ACF (Autocorrelation Function).srt | 12.98KB 3. Time Series Analysis/22. PACF (Partial Autocorrelation Funtion).mp4 | 26.16MB 3. Time Series Analysis/22. PACF (Partial Autocorrelation Funtion).srt | 7.97KB 3. Time Series Analysis/23. ACF and PACF in Code (pt 1).mp4 | 42.33MB 3. Time Series Analysis/23. ACF and PACF in Code (pt 1).srt | 9.34KB 3. Time Series Analysis/24. ACF and PACF in Code (pt 2).mp4 | 35.36MB 3. Time Series Analysis/24. ACF and PACF in Code (pt 2).srt | 8.02KB 3. Time Series Analysis/25. Auto ARIMA and SARIMAX.mp4 | 40.60MB 3. Time Series Analysis/25. Auto ARIMA and SARIMAX.srt | 12.28KB 3. Time Series Analysis/26. Model Selection, AIC and BIC.mp4 | 47.30MB 3. Time Series Analysis/26. Model Selection, AIC and BIC.srt | 13.46KB 3. Time Series Analysis/27. ARIMA in Code (pt 2).mp4 | 109.72MB 3. Time Series Analysis/27. ARIMA in Code (pt 2).srt | 16.66KB 3. Time Series Analysis/28. ARIMA in Code (pt 3).mp4 | 111.98MB 3. Time Series Analysis/28. ARIMA in Code (pt 3).srt | 18.05KB 3. Time Series Analysis/29. ACF and PACF for Stock Returns.mp4 | 48.75MB 3. Time Series Analysis/29. ACF and PACF for Stock Returns.srt | 8.45KB 3. Time Series Analysis/30. Forecasting.mp4 | 39.22MB 3. Time Series Analysis/30. Forecasting.srt | 12.14KB 3. Time Series Analysis/31. Time Series Analysis Section Conclusion.mp4 | 18.16MB 3. Time Series Analysis/31. Time Series Analysis Section Conclusion.srt | 5.29KB 4. Portfolio Optimization and CAPM/1. Portfolio Optimization Section Introduction.mp4 | 24.34MB 4. Portfolio Optimization and CAPM/1. Portfolio Optimization Section Introduction.srt | 4.83KB 4. Portfolio Optimization and CAPM/2. The S&P500.mp4 | 11.68MB 4. Portfolio Optimization and CAPM/2. The S&P500.srt | 3.34KB 4. Portfolio Optimization and CAPM/3. What is Risk.mp4 | 30.54MB 4. Portfolio Optimization and CAPM/3. What is Risk.srt | 9.35KB 4. Portfolio Optimization and CAPM/4. Why Diversify.mp4 | 33.22MB 4. Portfolio Optimization and CAPM/4. Why Diversify.srt | 10.50KB 4. Portfolio Optimization and CAPM/5. Describing a Portfolio (pt 1).mp4 | 36.55MB 4. Portfolio Optimization and CAPM/5. Describing a Portfolio (pt 1).srt | 12.35KB 4. Portfolio Optimization and CAPM/6. Describing a Portfolio (pt 2).mp4 | 22.77MB 4. Portfolio Optimization and CAPM/6. Describing a Portfolio (pt 2).srt | 7.88KB 4. Portfolio Optimization and CAPM/7. Visualizing Random Portfolios and Monte Carlo Simulation (pt 1).mp4 | 73.64MB 4. Portfolio Optimization and CAPM/7. Visualizing Random Portfolios and Monte Carlo Simulation (pt 1).srt | 16.22KB 4. Portfolio Optimization and CAPM/8. Visualizing Random Portfolios and Monte Carlo Simulation (pt 2).mp4 | 88.68MB 4. Portfolio Optimization and CAPM/8. Visualizing Random Portfolios and Monte Carlo Simulation (pt 2).srt | 18.36KB 4. Portfolio Optimization and CAPM/9. Maximum and Minimum Portfolio Return.mp4 | 32.69MB 4. Portfolio Optimization and CAPM/9. Maximum and Minimum Portfolio Return.srt | 12.46KB 4. Portfolio Optimization and CAPM/10. Maximum and Minimum Portfolio Return in Code.mp4 | 27.99MB 4. Portfolio Optimization and CAPM/10. Maximum and Minimum Portfolio Return in Code.srt | 5.80KB 4. Portfolio Optimization and CAPM/11. Mean-Variance Optimization.mp4 | 31.62MB 4. Portfolio Optimization and CAPM/11. Mean-Variance Optimization.srt | 10.01KB 4. Portfolio Optimization and CAPM/12. The Efficient Frontier.mp4 | 30.73MB 4. Portfolio Optimization and CAPM/12. The Efficient Frontier.srt | 9.54KB 4. Portfolio Optimization and CAPM/13. Mean-Variance Optimization And The Efficient Frontier in Code.mp4 | 53.37MB 4. Portfolio Optimization and CAPM/13. Mean-Variance Optimization And The Efficient Frontier in Code.srt | 11.23KB 4. Portfolio Optimization and CAPM/14. Global Minimum Variance (GMV) Portfolio.mp4 | 8.56MB 4. Portfolio Optimization and CAPM/14. Global Minimum Variance (GMV) Portfolio.srt | 2.35KB 4. Portfolio Optimization and CAPM/15. Global Minimum Variance (GMV) Portfolio in Code.mp4 | 13.64MB 4. Portfolio Optimization and CAPM/15. Global Minimum Variance (GMV) Portfolio in Code.srt | 2.47KB 4. Portfolio Optimization and CAPM/16. Sharpe Ratio.mp4 | 37.55MB 4. Portfolio Optimization and CAPM/16. Sharpe Ratio.srt | 9.97KB 4. Portfolio Optimization and CAPM/17. Maximum Sharpe Ratio in Code.mp4 | 43.62MB 4. Portfolio Optimization and CAPM/17. Maximum Sharpe Ratio in Code.srt | 8.26KB 4. Portfolio Optimization and CAPM/18. Portfolio with a Risk-Free Asset and Tangency Portfolio.mp4 | 37.84MB 4. Portfolio Optimization and CAPM/18. Portfolio with a Risk-Free Asset and Tangency Portfolio.srt | 12.40KB 4. Portfolio Optimization and CAPM/19. Risk-Free Asset and Tangency Portfolio in Code.mp4 | 13.56MB 4. Portfolio Optimization and CAPM/19. Risk-Free Asset and Tangency Portfolio in Code.srt | 2.57KB 4. Portfolio Optimization and CAPM/20. Capital Asset Pricing Model (CAPM).mp4 | 52.23MB 4. Portfolio Optimization and CAPM/20. Capital Asset Pricing Model (CAPM).srt | 16.02KB 4. Portfolio Optimization and CAPM/21. Problems with Markowitz Portfolio Theory and Robust Estimation.mp4 | 48.06MB 4. Portfolio Optimization and CAPM/21. Problems with Markowitz Portfolio Theory and Robust Estimation.srt | 12.18KB 4. Portfolio Optimization and CAPM/22. Portfolio Optimization Section Conclusion.mp4 | 17.45MB 4. Portfolio Optimization and CAPM/22. Portfolio Optimization Section Conclusion.srt | 2.89KB 5. VIP Algorithmic Trading/1. Algorithmic Trading Section Introduction.mp4 | 14.02MB 5. VIP Algorithmic Trading/1. Algorithmic Trading Section Introduction.srt | 3.60KB 5. VIP Algorithmic Trading/2. Trend-Following Strategy.mp4 | 55.86MB 5. VIP Algorithmic Trading/2. Trend-Following Strategy.srt | 17.95KB 5. VIP Algorithmic Trading/3. Trend-Following Strategy in Code (pt 1).mp4 | 63.65MB 5. VIP Algorithmic Trading/3. Trend-Following Strategy in Code (pt 1).srt | 9.38KB 5. VIP Algorithmic Trading/4. Trend-Following Strategy in Code (pt 2).mp4 | 69.10MB 5. VIP Algorithmic Trading/4. Trend-Following Strategy in Code (pt 2).srt | 12.00KB 5. VIP Algorithmic Trading/5. Machine Learning-Based Trading Strategy.mp4 | 33.29MB 5. VIP Algorithmic Trading/5. Machine Learning-Based Trading Strategy.srt | 10.30KB 5. VIP Algorithmic Trading/6. Machine Learning-Based Trading Strategy in Code.mp4 | 69.54MB 5. VIP Algorithmic Trading/6. Machine Learning-Based Trading Strategy in Code.srt | 10.38KB 5. VIP Algorithmic Trading/7. Classification-Based Trading Strategy in Code.mp4 | 25.11MB 5. VIP Algorithmic Trading/7. Classification-Based Trading Strategy in Code.srt | 4.25KB 5. VIP Algorithmic Trading/8. Using a Random Forest Classifier for Machine Learning-Based Trading.mp4 | 32.99MB 5. VIP Algorithmic Trading/8. Using a Random Forest Classifier for Machine Learning-Based Trading.srt | 5.54KB 5. VIP Algorithmic Trading/9. Algorithmic Trading Section Summary.mp4 | 29.96MB 5. VIP Algorithmic Trading/9. Algorithmic Trading Section Summary.srt | 7.56KB 6. VIP The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.mp4 | 40.85MB 6. VIP The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.srt | 8.67KB 6. VIP The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.mp4 | 105.10MB 6. VIP The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.srt | 25.92KB 6. VIP The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.mp4 | 44.30MB 6. VIP The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.srt | 11.67KB 6. VIP The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).mp4 | 50.71MB 6. VIP The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).srt | 12.70KB 6. VIP The Basics of Reinforcement Learning/5. The Return.mp4 | 23.58MB 6. VIP The Basics of Reinforcement Learning/5. The Return.srt | 6.32KB 6. VIP The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.mp4 | 47.93MB 6. VIP The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.srt | 12.63KB 6. VIP The Basics of Reinforcement Learning/7. What does it mean to “learn”.mp4 | 32.69MB 6. VIP The Basics of Reinforcement Learning/7. What does it mean to “learn”.srt | 8.92KB 6. VIP The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4 | 42.79MB 6. VIP The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt | 12.42KB 6. VIP The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4 | 57.21MB 6. VIP The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt | 14.78KB 6. VIP The Basics of Reinforcement Learning/10. Epsilon-Greedy.mp4 | 41.65MB 6. VIP The Basics of Reinforcement Learning/10. Epsilon-Greedy.srt | 7.44KB 6. VIP The Basics of Reinforcement Learning/11. Q-Learning.mp4 | 66.97MB 6. VIP The Basics of Reinforcement Learning/11. Q-Learning.srt | 18.04KB 6. VIP The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.mp4 | 40.41MB 6. VIP The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.srt | 7.56KB 7. VIP Reinforcement Learning for Algorithmic Trading/1. Trend-Following Strategy with Reinforcement Learning API.mp4 | 49.61MB 7. VIP Reinforcement Learning for Algorithmic Trading/1. Trend-Following Strategy with Reinforcement Learning API.srt | 15.72KB 7. VIP Reinforcement Learning for Algorithmic Trading/2. Trend-Following Strategy Revisited (Code).mp4 | 55.71MB 7. VIP Reinforcement Learning for Algorithmic Trading/2. Trend-Following Strategy Revisited (Code).srt | 10.53KB 7. VIP Reinforcement Learning for Algorithmic Trading/3. Q-Learning in an Algorithmic Trading Context.mp4 | 29.68MB 7. VIP Reinforcement Learning for Algorithmic Trading/3. Q-Learning in an Algorithmic Trading Context.srt | 9.29KB 7. VIP Reinforcement Learning for Algorithmic Trading/4. Representing States.mp4 | 32.58MB 7. VIP Reinforcement Learning for Algorithmic Trading/4. Representing States.srt | 9.56KB 7. VIP Reinforcement Learning for Algorithmic Trading/5. Q-Learning for Algorithmic Trading in Code.mp4 | 103.12MB 7. VIP Reinforcement Learning for Algorithmic Trading/5. Q-Learning for Algorithmic Trading in Code.srt | 18.50KB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/1. Statistical Factor Models (Beginner).mp4 | 63.46MB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/1. Statistical Factor Models (Beginner).srt | 21.18KB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/2. Statistical Factor Models (Intermediate).mp4 | 40.56MB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/2. Statistical Factor Models (Intermediate).srt | 13.09KB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/3. Statistical Factor Models (Advanced).mp4 | 73.17MB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/3. Statistical Factor Models (Advanced).srt | 25.40KB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/4. Statistical Factor Models (Code).mp4 | 101.08MB 8. VIP Statistical Factor Models and Unsupervised Machine Learning/4. Statistical Factor Models (Code).srt | 18.59KB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/1. Why Sequence Models (pt 1).mp4 | 49.48MB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/1. Why Sequence Models (pt 1).srt | 18.72KB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/2. Why Sequence Models (pt 2).mp4 | 41.15MB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/2. Why Sequence Models (pt 2).srt | 15.98KB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/3. HMM Parameters.mp4 | 37.44MB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/3. HMM Parameters.srt | 12.35KB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/4. HMM Tasks and the Viterbi Algorithm.mp4 | 65.00MB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/4. HMM Tasks and the Viterbi Algorithm.srt | 19.24KB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/5. HMM for Modeling Volatility Clustering in Code.mp4 | 101.99MB 9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/5. HMM for Modeling Volatility Clustering in Code.srt | 24.11KB 10. Extras/1. Colab Notebooks.html | 256B 10. Extras/2. VIP Finance Enthusiasts, Beware of Marketers!.mp4 | 13.53MB 10. Extras/2. VIP Finance Enthusiasts, Beware of Marketers!.srt | 2.81KB 1. Welcome/1. Introduction and Outline.mp4 | 46.86MB 11. Setting Up Your Environment FAQ/1. Windows-Focused Environment Setup 2018.srt | 19.70KB 11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 150.62MB 11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 14.15KB 12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp4 | 71.87MB 12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt | 22.65KB 12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp4 | 49.17MB 12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt | 13.18KB 12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp4 | 69.48MB 12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt | 14.05KB 13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp4 | 35.24MB 13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt | 14.71KB 13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 105.66MB 13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 31.94KB 13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 | 79.59MB 13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt | 16.77KB 13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 | 108.17MB 13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt | 23.55KB 14. Appendix FAQ Finale/1. What is the Appendix.mp4 | 16.41MB 14. Appendix FAQ Finale/1. What is the Appendix.srt | 3.77KB 14. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4 | 37.85MB 14. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.srt | 7.83KB