[Tutorialsplanet.NET] Udemy - Financial Engineering and Artificial Intelligence in Python

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6.1 GB

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1

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0

Files

97

Category

Other

Added

11/06/21 at 10:03pm GMT+1

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Verified by VeriPLUS

Infohash

d26b2ddf27c858a1947ddc8125ef332ff618a4f0

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Description

Udemy - Financial Engineering and Artificial Intelligence in Python

Have you ever thought about what would happen if you combined the power of machine learning and artificial intelligence with financial engineering?

Today, you can stop imagining, and start doing.

This course will teach you the core fundamentals of financial engineering, with a machine learning twist.

We will cover must-know topics in financial engineering, such as:

Exploratory data analysis, significance testing, correlations, alpha and beta
Time series analysis, simple moving average, exponentially-weighted moving average
Holt-Winters exponential smoothing model
ARIMA and SARIMA
For more Udemy Courses: https://tutorialsplanet.net

File list

[Tutorialsplanet.NET] Udemy - Financial Engineering and Artificial Intelligence in Python
1. Welcome/1. Introduction and Outline.mp4 46.8 MB
1. Welcome/1. Introduction and Outline.srt 9.6 KB
1. Welcome/2. Where to get the code.mp4 44.2 MB
1. Welcome/2. Where to get the code.srt 12.4 KB
1. Welcome/2.1 Github Link.html 116 B
1. Welcome/3. Scope of the course.mp4 24.4 MB
1. Welcome/3. Scope of the course.srt 5.2 KB
1. Welcome/4. How to Practice.mp4 24.5 MB
1. Welcome/4. How to Practice.srt 5.2 KB
1. Welcome/5. Warmup (Optional).mp4 23.2 MB
1. Welcome/5. Warmup (Optional).srt 6.1 KB
10. Course Summary and Common Questions/1. Trading APIs and Deploying Your Strategy in the Real World.mp4 31.9 MB
10. Course Summary and Common Questions/1. Trading APIs and Deploying Your Strategy in the Real World.srt 7.6 KB
10. Course Summary and Common Questions/2. High Frequency Trading (HFT).mp4 22 MB
10. Course Summary and Common Questions/2. High Frequency Trading (HFT).srt 5.3 KB
11. Extras/1. Colab Notebooks.html 256 B
11. Extras/2. VIP Finance Enthusiasts, Beware of Marketers!.mp4 13.5 MB
11. Extras/2. VIP Finance Enthusiasts, Beware of Marketers!.srt 2.8 KB
12. Setting Up Your Environment FAQ/1. Anaconda Environment Setup.mp4 180.8 MB
12. Setting Up Your Environment FAQ/1. Anaconda Environment Setup.srt 19.7 KB
12. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 150.6 MB
12. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14.1 KB
13. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp4 71.8 MB
13. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt 22.6 KB
13. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp4 49.2 MB
13. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt 13.2 KB
13. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp4 69.4 MB
13. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt 14 KB
14. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp4 35.2 MB
14. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt 14.7 KB
14. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 105.6 MB
14. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 31.9 KB
14. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 79.6 MB
14. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt 16.8 KB
14. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 108.2 MB
14. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt 23.5 KB
15. Appendix FAQ Finale/1. What is the Appendix.mp4 16.4 MB
15. Appendix FAQ Finale/1. What is the Appendix.srt 3.8 KB
15. Appendix FAQ Finale/2. BONUS Lecture.mp4 37.8 MB
15. Appendix FAQ Finale/2. BONUS Lecture.srt 7.8 KB
2. Financial Basics/1. Financial Basics Section Introduction.mp4 29 MB
2. Financial Basics/1. Financial Basics Section Introduction.srt 7.4 KB
2. Financial Basics/10. Adjusted Close (Code).mp4 20.9 MB
2. Financial Basics/10. Adjusted Close (Code).srt 4.6 KB
2. Financial Basics/11. Back to Returns (Code).mp4 45.7 MB
2. Financial Basics/11. Back to Returns (Code).srt 9.1 KB
2. Financial Basics/12. QQ-Plots.mp4 20.7 MB
2. Financial Basics/12. QQ-Plots.srt 7.2 KB
2. Financial Basics/13. QQ-Plots (Code).mp4 35.3 MB
2. Financial Basics/13. QQ-Plots (Code).srt 9.9 KB
2. Financial Basics/14. The t-Distribution.mp4 19.7 MB
2. Financial Basics/14. The t-Distribution.srt 5.1 KB
2. Financial Basics/15. The t-Distribution (Code).mp4 50.7 MB
2. Financial Basics/15. The t-Distribution (Code).srt 10.5 KB
2. Financial Basics/16. Skewness and Kurtosis.mp4 34.6 MB
2. Financial Basics/16. Skewness and Kurtosis.srt 10.4 KB
2. Financial Basics/17. Confidence Intervals.mp4 38.8 MB
2. Financial Basics/17. Confidence Intervals.srt 13.7 KB
2. Financial Basics/18. Confidence Intervals (Code).mp4 12.3 MB
2. Financial Basics/18. Confidence Intervals (Code).srt 2.8 KB
2. Financial Basics/19. Statistical Testing.mp4 60.7 MB
2. Financial Basics/19. Statistical Testing.srt 20.8 KB
2. Financial Basics/2. Getting Financial Data.mp4 41.9 MB
2. Financial Basics/2. Getting Financial Data.srt 9.9 KB
2. Financial Basics/20. Statistical Testing (Code).mp4 41.9 MB
2. Financial Basics/20. Statistical Testing (Code).srt 9.1 KB
2. Financial Basics/21. Covariance and Correlation.mp4 32.9 MB
2. Financial Basics/21. Covariance and Correlation.srt 10.8 KB
2. Financial Basics/22. Covariance and Correlation (Code).mp4 38.9 MB
2. Financial Basics/22. Covariance and Correlation (Code).srt 7.1 KB
2. Financial Basics/23. Alpha and Beta.mp4 28.8 MB
2. Financial Basics/23. Alpha and Beta.srt 9.3 KB
2. Financial Basics/24. Alpha and Beta (Code).mp4 45.8 MB
2. Financial Basics/24. Alpha and Beta (Code).srt 10.4 KB
2. Financial Basics/25. Mixture of Gaussians.mp4 29.3 MB
2. Financial Basics/25. Mixture of Gaussians.srt 9.2 KB
2. Financial Basics/26. Mixture of Gaussians (Code).mp4 33.5 MB
2. Financial Basics/26. Mixture of Gaussians (Code).srt 8.2 KB
2. Financial Basics/27. Volatility Clustering.mp4 18.5 MB
2. Financial Basics/27. Volatility Clustering.srt 3.9 KB
2. Financial Basics/28. Price Simulation.mp4 12 MB
2. Financial Basics/28. Price Simulation.srt 4 KB
2. Financial Basics/29. Price Simulation (Code).mp4 12.2 MB
2. Financial Basics/29. Price Simulation (Code).srt 3.1 KB
2. Financial Basics/3. Getting Financial Data (Code).mp4 62.6 MB
2. Financial Basics/3. Getting Financial Data (Code).srt 9.5 KB
2. Financial Basics/30. Financial Basics Section Summary.mp4 10 MB
2. Financial Basics/30. Financial Basics Section Summary.srt 3.1 KB
2. Financial Basics/31. Suggestion Box.mp4 16.1 MB
2. Financial Basics/31. Suggestion Box.srt 4.7 KB
2. Financial Basics/4. Understanding Financial Data.mp4 28.5 MB
2. Financial Basics/4. Understanding Financial Data.srt 6.6 KB
2. Financial Basics/5. Understanding Financial Data (Code).mp4 75.5 MB
2. Financial Basics/5. Understanding Financial Data (Code).srt 15.1 KB
2. Financial Basics/6. Dealing with Missing Data.mp4 28.2 MB
2. Financial Basics/6. Dealing with Missing Data.srt 7.8 KB
2. Financial Basics/7. Dealing with Missing Data (Code).mp4 37.7 MB

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