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[Udemy] Financial Engineering and Artificial Intelligence in Python (2020) [En]
大小 6.09 GB
文件数 273
Info Hash: B1AD0188A0DBC5B81AD4FFC282169673F023131F
收录时间 2026-01-22 03:47:22
更新时间 2026-01-22 03:47:22
文件列表 (273)
11. Setting Up Your Environment FAQ/1. Windows-Focused Environment Setup 2018.mp4
180.66 MB
1. Welcome/1. Introduction and Outline.srt
9.58 KB
1. Welcome/2. Where to get the code.mp4
44.29 MB
1. Welcome/2. Where to get the code.srt
12.37 KB
1. Welcome/3. Scope of the course.mp4
23.63 MB
1. Welcome/3. Scope of the course.srt
4.83 KB
1. Welcome/4. How to Practice.mp4
24.56 MB
1. Welcome/4. How to Practice.srt
5.2 KB
1. Welcome/5. Warmup (Optional).mp4
19.74 MB
1. Welcome/5. Warmup (Optional).srt
5.47 KB
2. Financial Basics/1. Financial Basics Section Introduction.mp4
28.92 MB
2. Financial Basics/1. Financial Basics Section Introduction.srt
7.41 KB
2. Financial Basics/2. Getting Financial Data.mp4
41.84 MB
2. Financial Basics/2. Getting Financial Data.srt
9.95 KB
2. Financial Basics/3. Getting Financial Data (Code).mp4
62.67 MB
2. Financial Basics/3. Getting Financial Data (Code).srt
9.46 KB
2. Financial Basics/4. Understanding Financial Data.mp4
28.52 MB
2. Financial Basics/4. Understanding Financial Data.srt
6.61 KB
2. Financial Basics/5. Understanding Financial Data (Code).mp4
75.59 MB
2. Financial Basics/5. Understanding Financial Data (Code).srt
15.1 KB
2. Financial Basics/6. Dealing with Missing Data.mp4
28.31 MB
2. Financial Basics/6. Dealing with Missing Data.srt
7.76 KB
2. Financial Basics/7. Dealing with Missing Data (Code).mp4
37.71 MB
2. Financial Basics/7. Dealing with Missing Data (Code).srt
8.95 KB
2. Financial Basics/8. Returns.mp4
29.25 MB
2. Financial Basics/8. Returns.srt
11.72 KB
2. Financial Basics/9. Adjusted Close, Stock Splits, and Dividends.mp4
47.44 MB
2. Financial Basics/9. Adjusted Close, Stock Splits, and Dividends.srt
16.21 KB
2. Financial Basics/10. Adjusted Close (Code).mp4
20.94 MB
2. Financial Basics/10. Adjusted Close (Code).srt
4.59 KB
2. Financial Basics/11. Back to Returns (Code).mp4
45.67 MB
2. Financial Basics/11. Back to Returns (Code).srt
9.07 KB
2. Financial Basics/12. QQ-Plots.mp4
20.7 MB
2. Financial Basics/12. QQ-Plots.srt
7.19 KB
2. Financial Basics/13. QQ-Plots (Code).mp4
35.32 MB
2. Financial Basics/13. QQ-Plots (Code).srt
9.94 KB
2. Financial Basics/14. The t-Distribution.mp4
19.68 MB
2. Financial Basics/14. The t-Distribution.srt
5.07 KB
2. Financial Basics/15. The t-Distribution (Code).mp4
50.81 MB
2. Financial Basics/15. The t-Distribution (Code).srt
10.46 KB
2. Financial Basics/16. Skewness and Kurtosis.mp4
34.68 MB
2. Financial Basics/16. Skewness and Kurtosis.srt
10.36 KB
2. Financial Basics/17. Confidence Intervals.mp4
38.83 MB
2. Financial Basics/17. Confidence Intervals.srt
13.7 KB
2. Financial Basics/18. Confidence Intervals (Code).mp4
12.26 MB
2. Financial Basics/18. Confidence Intervals (Code).srt
2.82 KB
2. Financial Basics/19. Statistical Testing.mp4
60.7 MB
2. Financial Basics/19. Statistical Testing.srt
20.82 KB
2. Financial Basics/20. Statistical Testing (Code).mp4
41.92 MB
2. Financial Basics/20. Statistical Testing (Code).srt
9.06 KB
2. Financial Basics/21. Covariance and Correlation.mp4
32.93 MB
2. Financial Basics/21. Covariance and Correlation.srt
10.81 KB
2. Financial Basics/22. Covariance and Correlation (Code).mp4
39.01 MB
2. Financial Basics/22. Covariance and Correlation (Code).srt
7.14 KB
2. Financial Basics/23. Alpha and Beta.mp4
28.8 MB
2. Financial Basics/23. Alpha and Beta.srt
9.26 KB
2. Financial Basics/24. Alpha and Beta (Code).mp4
45.76 MB
2. Financial Basics/24. Alpha and Beta (Code).srt
10.39 KB
2. Financial Basics/25. Mixture of Gaussians.mp4
29.4 MB
2. Financial Basics/25. Mixture of Gaussians.srt
9.17 KB
2. Financial Basics/26. Mixture of Gaussians (Code).mp4
33.54 MB
2. Financial Basics/26. Mixture of Gaussians (Code).srt
8.22 KB
2. Financial Basics/27. Volatility Clustering.mp4
18.49 MB
2. Financial Basics/27. Volatility Clustering.srt
3.88 KB
2. Financial Basics/28. Price Simulation.mp4
11.98 MB
2. Financial Basics/28. Price Simulation.srt
4.02 KB
2. Financial Basics/29. Price Simulation (Code).mp4
12.25 MB
2. Financial Basics/29. Price Simulation (Code).srt
3.1 KB
2. Financial Basics/30. Financial Basics Section Summary.mp4
9.97 MB
2. Financial Basics/30. Financial Basics Section Summary.srt
3.07 KB
2. Financial Basics/31. Suggestion Box.mp4
16.13 MB
2. Financial Basics/31. Suggestion Box.srt
4.66 KB
3. Time Series Analysis/1. Time Series Analysis Section Introduction.mp4
31.82 MB
3. Time Series Analysis/1. Time Series Analysis Section Introduction.srt
9.33 KB
3. Time Series Analysis/2. Efficient Market Hypothesis.mp4
54.72 MB
3. Time Series Analysis/2. Efficient Market Hypothesis.srt
16.08 KB
3. Time Series Analysis/3. Random Walk Hypothesis.mp4
71.44 MB
3. Time Series Analysis/3. Random Walk Hypothesis.srt
19.1 KB
3. Time Series Analysis/4. The Naive Forecast.mp4
30.98 MB
3. Time Series Analysis/4. The Naive Forecast.srt
9.23 KB
3. Time Series Analysis/5. Simple Moving Average (Theory).mp4
19.87 MB
3. Time Series Analysis/5. Simple Moving Average (Theory).srt
5.73 KB
3. Time Series Analysis/6. Simple Moving Average (Code).mp4
55.63 MB
3. Time Series Analysis/6. Simple Moving Average (Code).srt
9.45 KB
3. Time Series Analysis/7. Exponentially-Weighted Moving Average (Theory).mp4
37.77 MB
3. Time Series Analysis/7. Exponentially-Weighted Moving Average (Theory).srt
14.6 KB
3. Time Series Analysis/8. Exponentially-Weighted Moving Average (Code).mp4
54.35 MB
3. Time Series Analysis/8. Exponentially-Weighted Moving Average (Code).srt
14.66 KB
3. Time Series Analysis/9. Simple Exponential Smoothing for Forecasting (Theory).mp4
36.33 MB
3. Time Series Analysis/9. Simple Exponential Smoothing for Forecasting (Theory).srt
13.89 KB
3. Time Series Analysis/10. Simple Exponential Smoothing for Forecasting (Code).mp4
59.12 MB
3. Time Series Analysis/10. Simple Exponential Smoothing for Forecasting (Code).srt
12.63 KB
3. Time Series Analysis/11. Holt's Linear Trend Model (Theory).mp4
32.95 MB
3. Time Series Analysis/11. Holt's Linear Trend Model (Theory).srt
10.08 KB
3. Time Series Analysis/12. Holt's Linear Trend Model (Code).mp4
18.64 MB
3. Time Series Analysis/12. Holt's Linear Trend Model (Code).srt
3.45 KB
3. Time Series Analysis/13. Holt-Winters (Theory).mp4
48.86 MB
3. Time Series Analysis/13. Holt-Winters (Theory).srt
15 KB
3. Time Series Analysis/14. Holt-Winters (Code).mp4
52.45 MB
3. Time Series Analysis/14. Holt-Winters (Code).srt
9.82 KB
3. Time Series Analysis/15. Autoregressive Models - AR(p).mp4
53.69 MB
3. Time Series Analysis/15. Autoregressive Models - AR(p).srt
16.67 KB
3. Time Series Analysis/16. Moving Average Models - MA(q).mp4
10.94 MB
3. Time Series Analysis/16. Moving Average Models - MA(q).srt
4.16 KB
3. Time Series Analysis/17. ARIMA.mp4
42.67 MB
3. Time Series Analysis/17. ARIMA.srt
13.8 KB
3. Time Series Analysis/18. ARIMA in Code (pt 1).mp4
135.45 MB
3. Time Series Analysis/18. ARIMA in Code (pt 1).srt
24.49 KB
3. Time Series Analysis/19. Stationarity.mp4
50.99 MB
3. Time Series Analysis/19. Stationarity.srt
16.29 KB
3. Time Series Analysis/20. Stationarity Code.mp4
64.57 MB
3. Time Series Analysis/20. Stationarity Code.srt
10.76 KB
3. Time Series Analysis/21. ACF (Autocorrelation Function).mp4
37.36 MB
3. Time Series Analysis/21. ACF (Autocorrelation Function).srt
12.98 KB
3. Time Series Analysis/22. PACF (Partial Autocorrelation Funtion).mp4
26.16 MB
3. Time Series Analysis/22. PACF (Partial Autocorrelation Funtion).srt
7.97 KB
3. Time Series Analysis/23. ACF and PACF in Code (pt 1).mp4
42.33 MB
3. Time Series Analysis/23. ACF and PACF in Code (pt 1).srt
9.34 KB
3. Time Series Analysis/24. ACF and PACF in Code (pt 2).mp4
35.36 MB
3. Time Series Analysis/24. ACF and PACF in Code (pt 2).srt
8.02 KB
3. Time Series Analysis/25. Auto ARIMA and SARIMAX.mp4
40.6 MB
3. Time Series Analysis/25. Auto ARIMA and SARIMAX.srt
12.28 KB
3. Time Series Analysis/26. Model Selection, AIC and BIC.mp4
47.3 MB
3. Time Series Analysis/26. Model Selection, AIC and BIC.srt
13.46 KB
3. Time Series Analysis/27. ARIMA in Code (pt 2).mp4
109.72 MB
3. Time Series Analysis/27. ARIMA in Code (pt 2).srt
16.66 KB
3. Time Series Analysis/28. ARIMA in Code (pt 3).mp4
111.98 MB
3. Time Series Analysis/28. ARIMA in Code (pt 3).srt
18.05 KB
3. Time Series Analysis/29. ACF and PACF for Stock Returns.mp4
48.75 MB
3. Time Series Analysis/29. ACF and PACF for Stock Returns.srt
8.45 KB
3. Time Series Analysis/30. Forecasting.mp4
39.22 MB
3. Time Series Analysis/30. Forecasting.srt
12.14 KB
3. Time Series Analysis/31. Time Series Analysis Section Conclusion.mp4
18.16 MB
3. Time Series Analysis/31. Time Series Analysis Section Conclusion.srt
5.29 KB
4. Portfolio Optimization and CAPM/1. Portfolio Optimization Section Introduction.mp4
24.34 MB
4. Portfolio Optimization and CAPM/1. Portfolio Optimization Section Introduction.srt
4.83 KB
4. Portfolio Optimization and CAPM/2. The S&P500.mp4
11.68 MB
4. Portfolio Optimization and CAPM/2. The S&P500.srt
3.34 KB
4. Portfolio Optimization and CAPM/3. What is Risk.mp4
30.54 MB
4. Portfolio Optimization and CAPM/3. What is Risk.srt
9.35 KB
4. Portfolio Optimization and CAPM/4. Why Diversify.mp4
33.22 MB
4. Portfolio Optimization and CAPM/4. Why Diversify.srt
10.5 KB
4. Portfolio Optimization and CAPM/5. Describing a Portfolio (pt 1).mp4
36.55 MB
4. Portfolio Optimization and CAPM/5. Describing a Portfolio (pt 1).srt
12.35 KB
4. Portfolio Optimization and CAPM/6. Describing a Portfolio (pt 2).mp4
22.77 MB
4. Portfolio Optimization and CAPM/6. Describing a Portfolio (pt 2).srt
7.88 KB
4. Portfolio Optimization and CAPM/7. Visualizing Random Portfolios and Monte Carlo Simulation (pt 1).mp4
73.64 MB
4. Portfolio Optimization and CAPM/7. Visualizing Random Portfolios and Monte Carlo Simulation (pt 1).srt
16.22 KB
4. Portfolio Optimization and CAPM/8. Visualizing Random Portfolios and Monte Carlo Simulation (pt 2).mp4
88.68 MB
4. Portfolio Optimization and CAPM/8. Visualizing Random Portfolios and Monte Carlo Simulation (pt 2).srt
18.36 KB
4. Portfolio Optimization and CAPM/9. Maximum and Minimum Portfolio Return.mp4
32.69 MB
4. Portfolio Optimization and CAPM/9. Maximum and Minimum Portfolio Return.srt
12.46 KB
4. Portfolio Optimization and CAPM/10. Maximum and Minimum Portfolio Return in Code.mp4
27.99 MB
4. Portfolio Optimization and CAPM/10. Maximum and Minimum Portfolio Return in Code.srt
5.8 KB
4. Portfolio Optimization and CAPM/11. Mean-Variance Optimization.mp4
31.62 MB
4. Portfolio Optimization and CAPM/11. Mean-Variance Optimization.srt
10.01 KB
4. Portfolio Optimization and CAPM/12. The Efficient Frontier.mp4
30.73 MB
4. Portfolio Optimization and CAPM/12. The Efficient Frontier.srt
9.54 KB
4. Portfolio Optimization and CAPM/13. Mean-Variance Optimization And The Efficient Frontier in Code.mp4
53.37 MB
4. Portfolio Optimization and CAPM/13. Mean-Variance Optimization And The Efficient Frontier in Code.srt
11.23 KB
4. Portfolio Optimization and CAPM/14. Global Minimum Variance (GMV) Portfolio.mp4
8.56 MB
4. Portfolio Optimization and CAPM/14. Global Minimum Variance (GMV) Portfolio.srt
2.35 KB
4. Portfolio Optimization and CAPM/15. Global Minimum Variance (GMV) Portfolio in Code.mp4
13.64 MB
4. Portfolio Optimization and CAPM/15. Global Minimum Variance (GMV) Portfolio in Code.srt
2.47 KB
4. Portfolio Optimization and CAPM/16. Sharpe Ratio.mp4
37.55 MB
4. Portfolio Optimization and CAPM/16. Sharpe Ratio.srt
9.97 KB
4. Portfolio Optimization and CAPM/17. Maximum Sharpe Ratio in Code.mp4
43.62 MB
4. Portfolio Optimization and CAPM/17. Maximum Sharpe Ratio in Code.srt
8.26 KB
4. Portfolio Optimization and CAPM/18. Portfolio with a Risk-Free Asset and Tangency Portfolio.mp4
37.84 MB
4. Portfolio Optimization and CAPM/18. Portfolio with a Risk-Free Asset and Tangency Portfolio.srt
12.4 KB
4. Portfolio Optimization and CAPM/19. Risk-Free Asset and Tangency Portfolio in Code.mp4
13.56 MB
4. Portfolio Optimization and CAPM/19. Risk-Free Asset and Tangency Portfolio in Code.srt
2.57 KB
4. Portfolio Optimization and CAPM/20. Capital Asset Pricing Model (CAPM).mp4
52.23 MB
4. Portfolio Optimization and CAPM/20. Capital Asset Pricing Model (CAPM).srt
16.02 KB
4. Portfolio Optimization and CAPM/21. Problems with Markowitz Portfolio Theory and Robust Estimation.mp4
48.06 MB
4. Portfolio Optimization and CAPM/21. Problems with Markowitz Portfolio Theory and Robust Estimation.srt
12.18 KB
4. Portfolio Optimization and CAPM/22. Portfolio Optimization Section Conclusion.mp4
17.45 MB
4. Portfolio Optimization and CAPM/22. Portfolio Optimization Section Conclusion.srt
2.89 KB
5. VIP Algorithmic Trading/1. Algorithmic Trading Section Introduction.mp4
14.02 MB
5. VIP Algorithmic Trading/1. Algorithmic Trading Section Introduction.srt
3.6 KB
5. VIP Algorithmic Trading/2. Trend-Following Strategy.mp4
55.86 MB
5. VIP Algorithmic Trading/2. Trend-Following Strategy.srt
17.95 KB
5. VIP Algorithmic Trading/3. Trend-Following Strategy in Code (pt 1).mp4
63.65 MB
5. VIP Algorithmic Trading/3. Trend-Following Strategy in Code (pt 1).srt
9.38 KB
5. VIP Algorithmic Trading/4. Trend-Following Strategy in Code (pt 2).mp4
69.1 MB
5. VIP Algorithmic Trading/4. Trend-Following Strategy in Code (pt 2).srt
12 KB
5. VIP Algorithmic Trading/5. Machine Learning-Based Trading Strategy.mp4
33.29 MB
5. VIP Algorithmic Trading/5. Machine Learning-Based Trading Strategy.srt
10.3 KB
5. VIP Algorithmic Trading/6. Machine Learning-Based Trading Strategy in Code.mp4
69.54 MB
5. VIP Algorithmic Trading/6. Machine Learning-Based Trading Strategy in Code.srt
10.38 KB
5. VIP Algorithmic Trading/7. Classification-Based Trading Strategy in Code.mp4
25.11 MB
5. VIP Algorithmic Trading/7. Classification-Based Trading Strategy in Code.srt
4.25 KB
5. VIP Algorithmic Trading/8. Using a Random Forest Classifier for Machine Learning-Based Trading.mp4
32.99 MB
5. VIP Algorithmic Trading/8. Using a Random Forest Classifier for Machine Learning-Based Trading.srt
5.54 KB
5. VIP Algorithmic Trading/9. Algorithmic Trading Section Summary.mp4
29.96 MB
5. VIP Algorithmic Trading/9. Algorithmic Trading Section Summary.srt
7.56 KB
6. VIP The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.mp4
40.85 MB
6. VIP The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.srt
8.67 KB
6. VIP The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.mp4
105.1 MB
6. VIP The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.srt
25.92 KB
6. VIP The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.mp4
44.3 MB
6. VIP The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.srt
11.67 KB
6. VIP The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).mp4
50.71 MB
6. VIP The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).srt
12.7 KB
6. VIP The Basics of Reinforcement Learning/5. The Return.mp4
23.58 MB
6. VIP The Basics of Reinforcement Learning/5. The Return.srt
6.32 KB
6. VIP The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.mp4
47.93 MB
6. VIP The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.srt
12.63 KB
6. VIP The Basics of Reinforcement Learning/7. What does it mean to “learn”.mp4
32.69 MB
6. VIP The Basics of Reinforcement Learning/7. What does it mean to “learn”.srt
8.92 KB
6. VIP The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4
42.79 MB
6. VIP The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt
12.42 KB
6. VIP The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4
57.21 MB
6. VIP The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt
14.78 KB
6. VIP The Basics of Reinforcement Learning/10. Epsilon-Greedy.mp4
41.65 MB
6. VIP The Basics of Reinforcement Learning/10. Epsilon-Greedy.srt
7.44 KB
6. VIP The Basics of Reinforcement Learning/11. Q-Learning.mp4
66.97 MB
6. VIP The Basics of Reinforcement Learning/11. Q-Learning.srt
18.04 KB
6. VIP The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.mp4
40.41 MB
6. VIP The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.srt
7.56 KB
7. VIP Reinforcement Learning for Algorithmic Trading/1. Trend-Following Strategy with Reinforcement Learning API.mp4
49.61 MB
7. VIP Reinforcement Learning for Algorithmic Trading/1. Trend-Following Strategy with Reinforcement Learning API.srt
15.72 KB
7. VIP Reinforcement Learning for Algorithmic Trading/2. Trend-Following Strategy Revisited (Code).mp4
55.71 MB
7. VIP Reinforcement Learning for Algorithmic Trading/2. Trend-Following Strategy Revisited (Code).srt
10.53 KB
7. VIP Reinforcement Learning for Algorithmic Trading/3. Q-Learning in an Algorithmic Trading Context.mp4
29.68 MB
7. VIP Reinforcement Learning for Algorithmic Trading/3. Q-Learning in an Algorithmic Trading Context.srt
9.29 KB
7. VIP Reinforcement Learning for Algorithmic Trading/4. Representing States.mp4
32.58 MB
7. VIP Reinforcement Learning for Algorithmic Trading/4. Representing States.srt
9.56 KB
7. VIP Reinforcement Learning for Algorithmic Trading/5. Q-Learning for Algorithmic Trading in Code.mp4
103.12 MB
7. VIP Reinforcement Learning for Algorithmic Trading/5. Q-Learning for Algorithmic Trading in Code.srt
18.5 KB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/1. Statistical Factor Models (Beginner).mp4
63.46 MB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/1. Statistical Factor Models (Beginner).srt
21.18 KB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/2. Statistical Factor Models (Intermediate).mp4
40.56 MB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/2. Statistical Factor Models (Intermediate).srt
13.09 KB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/3. Statistical Factor Models (Advanced).mp4
73.17 MB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/3. Statistical Factor Models (Advanced).srt
25.4 KB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/4. Statistical Factor Models (Code).mp4
101.08 MB
8. VIP Statistical Factor Models and Unsupervised Machine Learning/4. Statistical Factor Models (Code).srt
18.59 KB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/1. Why Sequence Models (pt 1).mp4
49.48 MB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/1. Why Sequence Models (pt 1).srt
18.72 KB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/2. Why Sequence Models (pt 2).mp4
41.15 MB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/2. Why Sequence Models (pt 2).srt
15.98 KB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/3. HMM Parameters.mp4
37.44 MB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/3. HMM Parameters.srt
12.35 KB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/4. HMM Tasks and the Viterbi Algorithm.mp4
65 MB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/4. HMM Tasks and the Viterbi Algorithm.srt
19.24 KB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/5. HMM for Modeling Volatility Clustering in Code.mp4
101.99 MB
9. VIP Regime Detection and Sequence Modeling with Hidden Markov Models/5. HMM for Modeling Volatility Clustering in Code.srt
24.11 KB
10. Extras/1. Colab Notebooks.html
256 B
10. Extras/2. VIP Finance Enthusiasts, Beware of Marketers!.mp4
13.53 MB
10. Extras/2. VIP Finance Enthusiasts, Beware of Marketers!.srt
2.81 KB
1. Welcome/1. Introduction and Outline.mp4
46.86 MB
11. Setting Up Your Environment FAQ/1. Windows-Focused Environment Setup 2018.srt
19.7 KB
11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
150.62 MB
11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
14.15 KB
12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp4
71.87 MB
12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt
22.65 KB
12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp4
49.17 MB
12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt
13.18 KB
12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp4
69.48 MB
12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt
14.05 KB
13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp4
35.24 MB
13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt
14.71 KB
13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
105.66 MB
13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
31.94 KB
13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
79.59 MB
13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt
16.77 KB
13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
108.17 MB
13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt
23.55 KB
14. Appendix FAQ Finale/1. What is the Appendix.mp4
16.41 MB
14. Appendix FAQ Finale/1. What is the Appendix.srt
3.77 KB
14. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4
37.85 MB
14. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.srt
7.83 KB
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