Filename Size 1. Introduction/1. Welcome to the course.pdf 642.4 KB 1. Introduction/2. Getting to know you.pdf 27.9 KB 1. Introduction/3. Lesson change log.pdf 341.5 KB 1. Introduction/4. Intro to the upcoming Foundations modules.pdf 46.3 KB 2. Foundations - Returns/1. How data can trick you.mp4 816.8 MB 2. Foundations - Returns/10. Pop quiz.mp4 26.9 MB 2. Foundations - Returns/11. Arithmetic and geometric mean.mp4 149.7 MB 2. Foundations - Returns/12. Wealth index.mp4 138.6 MB 2. Foundations - Returns/13. Performance charts.mp4 81.1 MB 2. Foundations - Returns/2. Getting historical data.mp4 292.2 MB 2. Foundations - Returns/3. Linear versus log scale.mp4 46.8 MB 2. Foundations - Returns/4. Arithmetic price returns.mp4 36.7 MB 2. Foundations - Returns/5. Log price returns.mp4 51.3 MB 2. Foundations - Returns/6. Arithmetic versus log return.mp4 48.6 MB 2. Foundations - Returns/7. Cumulative arithmetic price returns.mp4 226.7 MB 2. Foundations - Returns/8. Cumulative log price returns.mp4 137.4 MB 2. Foundations - Returns/9. Converting arithmetic and log returns.mp4 40.9 MB 3. Foundations - Measuring risk/1. Variance.mp4 103.7 MB 3. Foundations - Measuring risk/10. Beta.mp4 225.6 MB 3. Foundations - Measuring risk/11. Correlation.mp4 23.8 MB 3. Foundations - Measuring risk/12. R squared.mp4 156 MB 3. Foundations - Measuring risk/13. Treynor ratio.mp4 11.1 MB 3. Foundations - Measuring risk/14. Information ratio.mp4 45.4 MB 3. Foundations - Measuring risk/15. Why is StDev still a favorite way of measuring risk.mp4 36.6 MB 3. Foundations - Measuring risk/16. Value at risk.mp4 25.6 MB 3. Foundations - Measuring risk/17. Expected shortfall.mp4 96.8 MB 3. Foundations - Measuring risk/2. Standard deviation.mp4 136.9 MB 3. Foundations - Measuring risk/3. Portfolio effect.mp4 79.4 MB 3. Foundations - Measuring risk/4. The holy grail, according to Ray Dalio.mp4 73.2 MB 3. Foundations - Measuring risk/4. The holy grail, according to Ray Dalio.pdf 303 KB 3. Foundations - Measuring risk/5. Sharpe ratio.mp4 62.8 MB 3. Foundations - Measuring risk/6. Sortino ratio.mp4 85.1 MB 3. Foundations - Measuring risk/7. Calmar ratio.mp4 17.2 MB 3. Foundations - Measuring risk/8. Ulcer Performance Index (UPI).mp4 102.1 MB 3. Foundations - Measuring risk/9. Alpha.mp4 20.9 MB 4. Foundations - general/1. Order types.mp4 136.8 MB 4. Foundations - general/2. Stock splits and adjusted pricing.mp4 79.4 MB 4. Foundations - general/3. In-sample versus out-of-sample.mp4 54.4 MB 4. Foundations - general/4. Monte Carlo.mp4 97.1 MB 5. Hosting and software/1. Using a cloud hosted virtual private server (VPS).mp4 34.5 MB 5. Hosting and software/1. Using a cloud hosted virtual private server (VPS).pdf 335.5 KB 5. Hosting and software/2. Installing your own version of Windows Server 2019 on a VPS using IPMI.pdf 831.6 KB 5. Hosting and software/2. ldeddibf.mp4 27.6 MB 5. Hosting and software/3. Installing your own version of Windows Server 2019 on a VPS using HP ILO.pdf 893.4 KB 5. Hosting and software/3.1. HP ILO.pdf 1.3 MB 5. Hosting and software/4. Initial VPS setup and configuration.mp4 36.3 MB 5. Hosting and software/4. Initial VPS setup and configuration.pdf 451.4 KB 5. Hosting and software/5. TradeStation or Interactive Brokers as a broker.mp4 49 MB 5. Hosting and software/5. TradeStation or Interactive Brokers as a broker.pdf 690.3 KB 5. Hosting and software/6. TradeStation or MultiCharts as your algo trading platform.mp4 38 MB 5. Hosting and software/7. Download and install the software.pdf 883.5 KB 6. Obtaining historical data/1. Exporting historical data with Tradestation 9.5.mp4 41.2 MB 6. Obtaining historical data/1. Exporting historical data with Tradestation 9.5.pdf 454 KB 6. Obtaining historical data/2. Demo - Exporting historical data from Tradestation 9.5.mp4 64.4 MB 6. Obtaining historical data/3. Demo - Exporting historical data with Tradestation 10.mp4 27.6 MB 6. Obtaining historical data/4. Yahoo Finance historical data from within SQX.mp4 12.2 MB 6. Obtaining historical data/5. SQX Data subscription.mp4 25.5 MB 6. Obtaining historical data/6. Using TickStory to gather daily or intraday historical data.mp4 37.1 MB 6. Obtaining historical data/7. Using SQX to analyze the quality of the historical data.mp4 13.4 MB 7. Preparation/1. Overview.mp4 23.7 MB 7. Preparation/2. SQX - Create a session object.pdf 334.4 KB 7. Preparation/3. SQX - Create the instrument.mp4 4.5 MB 7. Preparation/4. SQX - Create the symbol.mp4 8 MB 7. Preparation/5. Demo - Instrument, symbol and import in SQX.mp4 15.3 MB 7. Preparation/6. Exercise.mp4 3.1 MB 8. StrategyQuantX - Overview of the custom workflow/1. Orientation.mp4 4.3 MB 8. StrategyQuantX - Overview of the custom workflow/10. Step 7 - Correlated symbols.mp4 4.4 MB 8. StrategyQuantX - Overview of the custom workflow/11. Step 8 - System Parameter Permutation (SPP).mp4 2.8 MB 8. StrategyQuantX - Overview of the custom workflow/12. Step 9 - uncorrelated symbols.mp4 4 MB 8. StrategyQuantX - Overview of the custom workflow/13. Step 10 - Final filters.mp4 14.7 MB 8. StrategyQuantX - Overview of the custom workflow/2. Import the custom workflow.mp4 6.6 MB 8. StrategyQuantX - Overview of the custom workflow/2. Import the custom workflow.pdf 194.1 KB 8. StrategyQuantX - Overview of the custom workflow/2. MFG-Stocks-60MIN.zip 60.8 KB 8. StrategyQuantX - Overview of the custom workflow/3. Overview.mp4 1.2 MB 8. StrategyQuantX - Overview of the custom workflow/4. Step 1 - Clear databanks.mp4 7.7 MB 8. StrategyQuantX - Overview of the custom workflow/5. Step 2.mp4 2.1 MB 8. StrategyQuantX - Overview of the custom workflow/6. Step 3 - Recency.mp4 10.1 MB 8. StrategyQuantX - Overview of the custom workflow/7. Step 4 - Full time span.mp4 12.7 MB 8. StrategyQuantX - Overview of the custom workflow/8. Step 5 - Monte Carlo.mp4 3.3 MB 8. StrategyQuantX - Overview of the custom workflow/9. Step 6 - Alternate timeframe.mp4 6.1 MB 9. Strategy Quant X - Data mining workflow details/1. Step 1 - Clear data banks.mp4 986.5 KB 9. Strategy Quant X - Data mining workflow details/2. Step 2 - Build algos.mp4 103.1 MB 9. Strategy Quant X - Data mining workflow details/2. Step 2 - Build algos.pdf 1012.8 KB 9. Strategy Quant X - Data mining workflow details/2. Step 2.pdf 1.6 MB 9. Strategy Quant X - Data mining workflow details/3. Step 3 - Recency.mp4 15.4 MB 9. Strategy Quant X - Data mining workflow details/3. Step 3 - Recency.pdf 560.6 KB 9. Strategy Quant X - Data mining workflow details/3. Step 3.pdf 375.6 KB 9. Strategy Quant X - Data mining workflow details/4. Step 4 - Full time span.mp4 9.3 MB 9. Strategy Quant X - Data mining workflow details/4. Step 4 - Full time span.pdf 536.3 KB 9. Strategy Quant X - Data mining workflow details/4. Step 4.pdf 388.1 KB 9. Strategy Quant X - Data mining workflow details/5. Step 5 - Monte Carlo.mp4 27.3 MB 9. Strategy Quant X - Data mining workflow details/5. Step 5 - Monte Carlo.pdf 670.1 KB 9. Strategy Quant X - Data mining workflow details/5. Step 5.pdf 435.2 KB 9. Strategy Quant X - Data mining workflow details/6. Step 6 - Alternate timeframe.mp4 18.3 MB 9. Strategy Quant X - Data mining workflow details/6. Step 6 - Alternate timeframe.pdf 703.6 KB 9. Strategy Quant X - Data mining workflow details/6. Step 6-01.pdf 478.9 KB Course.pdf 704.3 KB mining-for-gold.jpg 134.5 KB