Udemy - Algorithmic trading for beginners from zero to hero

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Udemy - Algorithmic trading for beginners from zero to hero (Size: 2.6 GB)
  1. Bonus lecture.html 1.4 KB
  1. Introduction.mp4 7 MB
  1. Introduction.srt 819.2 B
  1. READ ME.html 1 KB
  10. Create a portfolio of trading strategies.mp4 28.4 MB
  10. Create a portfolio of trading strategies.srt 3.5 KB
  10. Dispersion measure The variance.mp4 12.8 MB
  10. Dispersion measure The variance.srt 2.3 KB
  10. Live Trading application moving averages + rsi.mp4 22.1 MB
  10. Live Trading application moving averages + rsi.srt 2.1 KB
  10. Matplotlib Scatter.mp4 14.3 MB
  10. Matplotlib Scatter.srt 1.5 KB
  10. Python structures For.mp4 29.9 MB
  10. Python structures For.srt 4.3 KB
  11. Application Compute variance returns + Variance annualization.mp4 7.4 MB
  11. Application Compute variance returns + Variance annualization.srt 1.1 KB
  11. Python structures While.mp4 14.3 MB
  11. Python structures While.srt 2.2 KB
  12. Dispersion measure The standard deviation.mp4 10.3 MB
  12. Dispersion measure The standard deviation.srt 1.7 KB
  12. Functions Basics of function.mp4 32.7 MB
  12. Functions Basics of function.srt 4.7 KB
  13. Application Compute the volatility + Annualize the volatility.mp4 29.3 MB
  13. Application Compute the volatility + Annualize the volatility.srt 3.5 KB
  13. Functions Local variable.mp4 14.3 MB
  13. Functions Local variable.srt 1.8 KB
  14. Functions Global variable.mp4 12.7 MB
  14. Functions Global variable.srt 1.3 KB
  14. Relationship measure Covariance covariance matrix.mp4 24.6 MB
  14. Relationship measure Covariance covariance matrix.srt 4.2 KB
  15. Application Assets covariance.mp4 37.8 MB
  15. Application Assets covariance.srt 4.7 KB
  15. Functions Lambda function.mp4 13.2 MB
  15. Functions Lambda function.srt 1.7 KB
  16. Relationship measure Correlation.mp4 14.4 MB
  16. Relationship measure Correlation.srt 2.2 KB
  17. Application Assets correlation.mp4 20.6 MB
  17. Application Assets correlation.srt 3.5 KB
  18. DOWNLOAD summary sheet about descriptive statistics.html 0 B
  18.1 Descriptive statistics 1.png 312.4 KB
  18.2 Descriptive statistics 2.png 208.2 KB
  2. Algorithmic trading vs quantitative trading.mp4 10.8 MB
  2. Algorithmic trading vs quantitative trading.srt 2.2 KB
  2. Import & manage data from Metatrader 5.mp4 112.2 MB
  2. Import & manage data from Metatrader 5.srt 13.5 KB
  2. Install a library on Jupyter.mp4 8.9 MB
  2. Install a library on Jupyter.srt 1 KB
  2. Install the environments.html 1.1 KB
  2. Numpy Array.mp4 60.1 MB
  2. Numpy Array.srt 9 KB
  2. Population versus sample.mp4 7.6 MB
  2. Population versus sample.srt 1.5 KB
  2. Recap.mp4 11.4 MB
  2. Recap.srt 819.2 B
  2. Simple moving average.mp4 43.8 MB
  2. Simple moving average.srt 4.5 KB
  2. Sortino ratio computation.mp4 57.5 MB
  2. Sortino ratio computation.srt 5.9 KB
  2. Type of object Number.mp4 24 MB
  2. Type of object Number.srt 3.4 KB
  2. What is the Hurst exponent.mp4 12.2 MB
  2. What is the Hurst exponent.srt 2 KB
  3. Application create google stock price sample.mp4 30.5 MB
  3. Application create google stock price sample.srt 2.6 KB
  3. Beta ratio computation (CAPM metric).mp4 72.7 MB
  3. Beta ratio computation (CAPM metric).srt 7.2 KB
  3. Compute the RSI.mp4 19.1 MB
  3. Compute the RSI.srt 2.3 KB
  3. Create trading system.mp4 9.2 MB
  3. Create trading system.srt 3.5 KB
  3. How to find if is this asset is Trending or not.mp4 34.8 MB
  3. How to find if is this asset is Trending or not.srt 4 KB
  3. Import & manage data from Yahoo finance.mp4 41.4 MB
  3. Import & manage data from Yahoo finance.srt 5 KB
  3. Initialize the platform.mp4 14.7 MB
  3. Initialize the platform.srt 1.5 KB
  3. Numpy Random.mp4 54.1 MB
  3. Numpy Random.srt 5.6 KB
  3. Strategy explanation.mp4 25.1 MB
  3. Strategy explanation.srt 3.6 KB
  3. Type of object String.mp4 83.6 MB
  3. Type of object String.srt 8.6 KB
  4. Add multiple conditions to take a position.mp4 59.1 MB
  4. Add multiple conditions to take a position.srt 7.1 KB
  4. Alpha ratio computation (CAPM metric).mp4 23.6 MB
  4. Alpha ratio computation (CAPM metric).srt 2.4 KB
  4. Central tendency measure The mean.mp4 8.5 MB
  4. Central tendency measure The mean.srt 1.6 KB
  4. Contract for Difference (CFD).mp4 8.9 MB
  4. Contract for Difference (CFD).srt 2.8 KB
  4. Get data broker.mp4 23.1 MB
  4. Get data broker.srt 2.5 KB
  4. How to find if is this asset is Mean reverting or not.mp4 22.2 MB
  4. How to find if is this asset is Mean reverting or not.srt 3.4 KB
  4. How to verify our trading position.mp4 33.1 MB
  4. How to verify our trading position.srt 3.4 KB
  4. Numpy Indexing Slicing transformation.mp4 85.5 MB
  4. Numpy Indexing Slicing transformation.srt 10.9 KB
  4. Type of object Logical operations Boolean.mp4 25.7 MB
  4. Type of object Logical operations Boolean.srt 3.9 KB
  5. Application Compute mean Google return + Annualization of returns.mp4 37.8 MB
  5. Application Compute mean Google return + Annualization of returns.srt 5.3 KB
  5. Compute the profit of a trading strategy.mp4 59.8 MB
  5. Compute the profit of a trading strategy.srt 9 KB
  5. Drawdown function creation.mp4 28.7 MB
  5. Drawdown function creation.srt 3 KB
  5. Entry & Exit signals.mp4 19.5 MB
  5. Entry & Exit signals.srt 4.7 KB
  5. How to find if is this asset follows a random walk or not.mp4 19.8 MB
  5. How to find if is this asset follows a random walk or not.srt 2.9 KB
  5. Pandas Serie and DataFrame.mp4 31.2 MB
  5. Pandas Serie and DataFrame.srt 4.1 KB
  5. Send orders on the market using python.mp4 44.5 MB
  5. Send orders on the market using python.srt 4.3 KB
  5. Type of object Variable assignment.mp4 37 MB
  5. Type of object Variable assignment.srt 5 KB
  5. Verify if the positions are correctly implemented.mp4 33.2 MB
  5. Verify if the positions are correctly implemented.srt 3.4 KB
  6. Adapt your strategy to your data!.mp4 37.7 MB
  6. Adapt your strategy to your data!.srt 4.4 KB
  6. Central tendency measure The median.mp4 17.4 MB
  6. Central tendency measure The median.srt 3.2 KB
  6. Compute the profits.mp4 8.7 MB
  6. Compute the profits.srt 1.3 KB
  6. Drawdown function application.mp4 27.4 MB
  6. Drawdown function application.srt 2.8 KB
  6. Get current positions.mp4 19.4 MB
  6. Get current positions.srt 1.9 KB
  6. How to automate the strategy.mp4 25.2 MB
  6. How to automate the strategy.srt 2.9 KB
  6. Pandas Cleaning and selection data.mp4 81.5 MB
  6. Pandas Cleaning and selection data.srt 10 KB
  6. Risk return couple.mp4 12.5 MB
  6. Risk return couple.srt 2.7 KB
  6. Type of object Tuple and list.mp4 49.8 MB
  6. Type of object Tuple and list.srt 6.7 KB
  6.1 assets.csv 3.1 MB
  7. Apply a stop loss (SL) on your returns.mp4 99.2 MB
  7. Apply a stop loss (SL) on your returns.srt 12.4 KB
  7. Backtesting function (1).mp4 21.2 MB
  7. Backtesting function (1).srt 2.1 KB
  7. Extreme value problem Compute the median.mp4 13.9 MB
  7. Extreme value problem Compute the median.srt 1.5 KB
  7. Most important video Performance depending of the data!.mp4 24.9 MB
  7. Most important video Performance depending of the data!.srt 3 KB
  7. Pandas Conditional selection.mp4 81.6 MB
  7. Pandas Conditional selection.srt 10 KB
  7. Prerequisites.mp4 16.1 MB
  7. Prerequisites.srt 4.9 KB
  7. Run structure creation.mp4 32.7 MB
  7. Run structure creation.srt 2.8 KB
  7. Type of object Dictionary.mp4 46.7 MB
  7. Type of object Dictionary.srt 5.8 KB
  8. Automate the strategy.mp4 7.9 MB
  8. Automate the strategy.srt 1.3 KB
  8. Backtesting function (2).mp4 24.2 MB
  8. Backtesting function (2).srt 2.2 KB
  8. Central tendency measure The percentile.mp4 10.5 MB
  8. Central tendency measure The percentile.srt 2 KB
  8. Close all positions.mp4 32.7 MB
  8. Close all positions.srt 2.8 KB
  8. Matplotlib Graph.mp4 19.7 MB
  8. Matplotlib Graph.srt 1.9 KB
  8. Type of object Set.mp4 28.7 MB
  8. Type of object Set.srt 3.7 KB
  9. Application Understand Google return distribution.mp4 28.2 MB
  9. Application Understand Google return distribution.srt 3.5 KB
  9. Backtest our strategy.mp4 32.9 MB
  9. Backtest our strategy.srt 3.8 KB
  9. Compare the same strategy using different data sources.mp4 12.4 MB
  9. Compare the same strategy using different data sources.srt 1.2 KB
  9. Live Trading application random signal.mp4 32.8 MB
  9. Live Trading application random signal.srt 3.2 KB
  9. Matplotlib Toolbox.mp4 17.6 MB
  9. Matplotlib Toolbox.srt 2 KB
  9. Python structures If Elif Else.mp4 40.9 MB
  9. Python structures If Elif Else.srt 5.1 KB
  AUDCAD_D1.csv 163.4 KB
  AUDUSD_D1.csv 157.6 KB
  Bonus Resources.txt 409.6 B
  DS_Store 6 KB
  EURGBP_D1.csv 157.7 KB
  EURUSD_D1.csv 157.4 KB
  GBPUSD_D1.csv 158.2 KB
  Get Bonus Crypto Downloads Here.url 204.8 B
  USDCAD_D1.csv 157.4 KB
  USDCHF_D1.csv 157 KB
  USDCNH_D1.csv 90 KB
  USDJPY_D1.csv 154.9 KB
  _.DS_Store 102.4 B
  ▲ 230 total files

Description


Algorithmic trading for beginners from zero to hero
https://FreeCryptoLearn.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.60 GB | Duration: 6h 55m

Technical indicators, risk management, Python programming, maths for trading, MetaTrader 5 live trading. Bots included

What you'll learn
Create a trading strategy from scratch, backtest it and optimize it
Basics in Python and Maths for algorithmic trading
Advanced algo trading concepts like Hurst exponent and how to adapt your strategy to your data
Understand how to create and use technical indicators with Python
Backtest your strategy without error using vectorized backtesting
Learn many financial metrics: Sortino ratio, alpha, beta,...
Learn how to analyze your drawdown
Add a stop loss on your strategies
Combine different technical indicators to double your earnings
MetaTrader 5 live trading using Python

Requirements
None. You have to be motivated to learn the techniques of quantitative analysts. You just need a computer and Internet!
Description
Do you want to create algorithmic trading strategies?

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