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Udemy - Algorithmic Stock Trading and Equity Investing with Python

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
4C6837742C2A8D0A457078149EC385A1435F701A
Source
Unverified
Total Size
11.63 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
1. Getting started/1. Did you know... (a Sneak Preview on Stock Investing).mp463.41 MB
1. Getting started/2. How to get the best out of this course.mp437.49 MB
1. Getting started/3. Course Overview.mp432.08 MB
11. Financial Data Analysis and Performance Evaluation/1. Introduction and Overview.mp431.23 MB
11. Financial Data Analysis and Performance Evaluation/10. Continuous Compounding.mp440.87 MB
11. Financial Data Analysis and Performance Evaluation/11. Log Returns.mp415.33 MB
11. Financial Data Analysis and Performance Evaluation/12. Simple Returns vs Log Returns ( Part 1).mp437.12 MB
11. Financial Data Analysis and Performance Evaluation/13. Simple Returns vs Log Returns ( Part 2).mp442.16 MB
11. Financial Data Analysis and Performance Evaluation/14. Comparing the Performance of Financial Instruments.mp470.97 MB
11. Financial Data Analysis and Performance Evaluation/15. Price Return vs. Total Return (Stocks).mp421.02 MB
11. Financial Data Analysis and Performance Evaluation/16. (Non-) Normality of Financial Returns.mp496.5 MB
11. Financial Data Analysis and Performance Evaluation/17. Annualizing Return and Risk.mp430.09 MB
11. Financial Data Analysis and Performance Evaluation/18. Resampling Smoothing of Financial Data.mp452.39 MB
11. Financial Data Analysis and Performance Evaluation/19. Rolling Statistics.mp463.52 MB
11. Financial Data Analysis and Performance Evaluation/2. Initial Data Inspection and Visualization.mp438.8 MB
11. Financial Data Analysis and Performance Evaluation/20. Short Selling and Short Position Returns (Part 1).mp420.33 MB
11. Financial Data Analysis and Performance Evaluation/21. Introduction to Currencies (Forex) and Trading.mp445.53 MB
11. Financial Data Analysis and Performance Evaluation/22. Short Selling and Short Position Returns (Part 2).mp429.23 MB
11. Financial Data Analysis and Performance Evaluation/23. Short Selling and Short Position Returns (Part 3).mp430.68 MB
11. Financial Data Analysis and Performance Evaluation/24. Covariance and Correlation.mp452.54 MB
11. Financial Data Analysis and Performance Evaluation/25. Portfolios and Portfolio Returns.mp424.82 MB
11. Financial Data Analysis and Performance Evaluation/26. Margin Trading and Levered Returns (Part 1).mp430.72 MB
11. Financial Data Analysis and Performance Evaluation/27. Margin Trading and Levered Returns (Part 2).mp457.16 MB
11. Financial Data Analysis and Performance Evaluation/3. Normalizing Time Series to a Base Value (100).mp447.32 MB
11. Financial Data Analysis and Performance Evaluation/4. Coding Challenge #1.mp445.8 MB
11. Financial Data Analysis and Performance Evaluation/5. Price changes and Financial Returns.mp459.66 MB
11. Financial Data Analysis and Performance Evaluation/6. Reward and Risk of Financial Instruments.mp432.71 MB
11. Financial Data Analysis and Performance Evaluation/7. Investment Multiple and CAGR.mp447.11 MB
11. Financial Data Analysis and Performance Evaluation/8. Compound Returns & Geometric Mean Return.mp432.14 MB
11. Financial Data Analysis and Performance Evaluation/9. Discrete Compounding.mp462.62 MB
13. PART 2 ETF Trading & Equity Portfolio Investing with Python and IBKR/1. Introduction and Overview PART 2.mp413.48 MB
13. PART 2 ETF Trading & Equity Portfolio Investing with Python and IBKR/2. Investment Strategies, Indices, Portfolios & Benchmarks.mp446.03 MB
14. How to build and analyze a Stock Index/1. Financial Indices - an Overview.mp451.95 MB
14. How to build and analyze a Stock Index/10. Comparison of weighting methods (Part 1).mp412.52 MB
14. How to build and analyze a Stock Index/11. Comparison of weighting methods (Part 2).mp431.51 MB
14. How to build and analyze a Stock Index/12. Price Index vs. PerformanceTotal Return Index.mp427.71 MB
14. How to build and analyze a Stock Index/2. Getting started.mp420.03 MB
14. How to build and analyze a Stock Index/3. Price-Weighted Index - Theory.mp429.98 MB
14. How to build and analyze a Stock Index/4. Building the Dow Jones Industrial Average Index from scratch.mp445.92 MB
14. How to build and analyze a Stock Index/5. Equal-Weighted Index - Theory.mp421.55 MB
14. How to build and analyze a Stock Index/6. Creating an Equal-Weighted Stock Index with Python.mp412.17 MB
14. How to build and analyze a Stock Index/7. Market Value-Weighted Index - Theory.mp436.22 MB
14. How to build and analyze a Stock Index/8. Creating a Market Value-Weighted Stock Index with Python (Part 1).mp440.71 MB
14. How to build and analyze a Stock Index/9. Creating a Market Value-Weighted Stock Index with Python (Part 2).mp434.09 MB
15. ETF Investing and Index Replication Tracking/1. Why ETF Investing.mp440.84 MB
15. ETF Investing and Index Replication Tracking/10. Index Tracking with Optimization (Part 4).mp441.96 MB
15. ETF Investing and Index Replication Tracking/11. Index Tracking with Optimization (Part 5).mp429.67 MB
15. ETF Investing and Index Replication Tracking/12. Index Tracking with Optimization (Part 6).mp440.23 MB
15. ETF Investing and Index Replication Tracking/13. Optimization and out-sample Testing (Part 1).mp436.97 MB
15. ETF Investing and Index Replication Tracking/14. Optimization and out-sample Testing (Part 2).mp428.74 MB
15. ETF Investing and Index Replication Tracking/2. Index Replication Tracking - Intro.mp442.02 MB
15. ETF Investing and Index Replication Tracking/3. The S&P500 Index and its ETFs - Full Replication.mp471.72 MB
15. ETF Investing and Index Replication Tracking/4. Active Return and Active Risk (Tracking Error).mp434.53 MB
15. ETF Investing and Index Replication Tracking/5. The Russell 3000 Index and its ETFs - Representative Sampling.mp454 MB
15. ETF Investing and Index Replication Tracking/6. ETF Investing with IBKR.mp446.68 MB
15. ETF Investing and Index Replication Tracking/7. Index Tracking with Optimization (Part 1).mp465.87 MB
15. ETF Investing and Index Replication Tracking/8. Index Tracking with Optimization (Part 2).mp448.92 MB
15. ETF Investing and Index Replication Tracking/9. Index Tracking with Optimization (Part 3).mp421.99 MB
17. Equity Portfolio Optimization and Analysis/1. Getting Started.mp417.92 MB
17. Equity Portfolio Optimization and Analysis/10. Comparison daily Rebalancing vs. no Rebalancing.mp424.54 MB
17. Equity Portfolio Optimization and Analysis/2. Creating Random Portfolios (Part 1).mp453.95 MB
17. Equity Portfolio Optimization and Analysis/3. Creating Random Portfolios (Part 2).mp422.29 MB
17. Equity Portfolio Optimization and Analysis/4. Performance Measurement The Risk-adjusted Return.mp426.75 MB
17. Equity Portfolio Optimization and Analysis/5. Portfolio Optimization.mp474.36 MB
17. Equity Portfolio Optimization and Analysis/6. Minimum Variance Portfolio.mp419.24 MB
17. Equity Portfolio Optimization and Analysis/7. Maximum Return Portfolio.mp417.69 MB
17. Equity Portfolio Optimization and Analysis/8. The Efficient Frontier.mp451.48 MB
17. Equity Portfolio Optimization and Analysis/9. Portfolio Optimization with frequent Rebalancing.mp425.85 MB
18. Portfolio Optimization Theory and practical Pitfalls/1. Introduction.mp49.63 MB
18. Portfolio Optimization Theory and practical Pitfalls/10. Correlation and the Portfolio Diversification Effect.mp440.28 MB
18. Portfolio Optimization Theory and practical Pitfalls/11. Multiple Asset Case.mp431.33 MB
18. Portfolio Optimization Theory and practical Pitfalls/12. Forward-looking Optimization.mp435.08 MB
18. Portfolio Optimization Theory and practical Pitfalls/13. Forward-looking Mean-Variance Optimization (MVO) Pitfalls (1).mp448.31 MB
18. Portfolio Optimization Theory and practical Pitfalls/14. Forward-looking Mean-Variance Optimization (MVO) Pitfalls (2).mp434.39 MB
18. Portfolio Optimization Theory and practical Pitfalls/15. Introduction of a Risk-Free Asset.mp450.57 MB
18. Portfolio Optimization Theory and practical Pitfalls/16. The Sharpe Ratio Graphical Interpretation.mp411.86 MB
18. Portfolio Optimization Theory and practical Pitfalls/17. Portfolio Optimization with Risk-free Asset (Part 1).mp423 MB
18. Portfolio Optimization Theory and practical Pitfalls/18. Portfolio Optimization with Risk-free Asset (Part 2).mp416.94 MB
18. Portfolio Optimization Theory and practical Pitfalls/19. Implications and the Two-Fund-Theorem.mp418.11 MB
18. Portfolio Optimization Theory and practical Pitfalls/2. Getting Started.mp422.63 MB
18. Portfolio Optimization Theory and practical Pitfalls/3. 2-Asset-Case (Intro).mp47.46 MB
18. Portfolio Optimization Theory and practical Pitfalls/4. Portfolio Return (2-Asset-Case).mp436.66 MB
18. Portfolio Optimization Theory and practical Pitfalls/5. Portfolio Risk (2-Asset-Case) - a (too) simple solution.mp429.27 MB
18. Portfolio Optimization Theory and practical Pitfalls/6. Crash Course Statistics Variance and Standard Deviation.mp49.28 MB
18. Portfolio Optimization Theory and practical Pitfalls/7. Crash Course Statistics Covariance and Correlation (Part 1).mp442.13 MB
18. Portfolio Optimization Theory and practical Pitfalls/8. Crash Course Statistics Covariance and Correlation (Part 2).mp414.05 MB
18. Portfolio Optimization Theory and practical Pitfalls/9. Portfolio Risk (2-Asset-Case).mp430 MB
19. Reverse Optimization and the Black-Litterman model/1. Introduction and Motivation.mp434.49 MB
19. Reverse Optimization and the Black-Litterman model/2. Getting started (Inputs for reverse Optimization).mp411.15 MB
19. Reverse Optimization and the Black-Litterman model/3. Black-Litterman Step 1 Reverse Optimization.mp427.47 MB
19. Reverse Optimization and the Black-Litterman model/4. Black-Litterman Step 2 Incorporating Investor Opinions.mp433.43 MB
2. PART 1 Basics and Prerequisites/1. Introduction and Overview PART 1.mp424.06 MB
20. PART 3 Algorithmic Stock Trading with Python and IKBR/1. Introduction and Overview PART 3.mp410.22 MB
21. Trading Strategies - Overview/1. Trading Strategies - Overview.mp430.51 MB
21. Trading Strategies - Overview/2. How to create your own Trading Strategies.mp447.87 MB
22. Technical Analysis with Python - Introduction/1. Technical Analysis vs Fundamental Analysis.mp445.23 MB
22. Technical Analysis with Python - Introduction/10. Technical Indicators - Overview and Examples.mp425.71 MB
22. Technical Analysis with Python - Introduction/11. Trend Lines.mp423.64 MB
22. Technical Analysis with Python - Introduction/12. Support and Resistance Lines.mp431.12 MB
22. Technical Analysis with Python - Introduction/2. Technical Analysis and the Efficient Market Hypothesis.mp432.54 MB

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