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[ FreeCryptoLearn com ] Udemy - Algorithmic trading for beginners from zero to hero
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1. Introduction
1. READ ME.html
2. Install the environments.html
10. Advanced concepts to optimize you strategies
1. Introduction.mp4
1. Introduction.srt
2. What is the Hurst exponent.mp4
2. What is the Hurst exponent.srt
3. How to find if is this asset is Trending or not.mp4
3. How to find if is this asset is Trending or not.srt
4. How to find if is this asset is Mean reverting or not.mp4
4. How to find if is this asset is Mean reverting or not.srt
5. How to find if is this asset follows a random walk or not.mp4
5. How to find if is this asset follows a random walk or not.srt
6. Adapt your strategy to your data!.mp4
6. Adapt your strategy to your data!.srt
11. MetaTrader 5 live trading
1. Introduction.mp4
1. Introduction.srt
10. Live Trading application moving averages + rsi.mp4
10. Live Trading application moving averages + rsi.srt
2. Install a library on Jupyter.mp4
2. Install a library on Jupyter.srt
3. Initialize the platform.mp4
3. Initialize the platform.srt
4. Get data broker.mp4
4. Get data broker.srt
5. Send orders on the market using python.mp4
5. Send orders on the market using python.srt
6. Get current positions.mp4
6. Get current positions.srt
7. Run structure creation.mp4
7. Run structure creation.srt
8. Close all positions.mp4
8. Close all positions.srt
9. Live Trading application random signal.mp4
9. Live Trading application random signal.srt
12. How to go deeper into the algorithmic trading
1. Bonus lecture.html
2. How to break into algorithmic trading field
1. Introduction.mp4
1. Introduction.srt
2. Algorithmic trading vs quantitative trading.mp4
2. Algorithmic trading vs quantitative trading.srt
3. Create trading system.mp4
3. Create trading system.srt
4. Contract for Difference (CFD).mp4
4. Contract for Difference (CFD).srt
5. Entry & Exit signals.mp4
5. Entry & Exit signals.srt
6. Risk return couple.mp4
6. Risk return couple.srt
7. Prerequisites.mp4
7. Prerequisites.srt
3. Python basics
1. Introduction.mp4
1. Introduction.srt
10. Python structures For.mp4
10. Python structures For.srt
11. Python structures While.mp4
11. Python structures While.srt
12. Functions Basics of function.mp4
12. Functions Basics of function.srt
13. Functions Local variable.mp4
13. Functions Local variable.srt
14. Functions Global variable.mp4
14. Functions Global variable.srt
15. Functions Lambda function.mp4
15. Functions Lambda function.srt
2. Type of object Number.mp4
2. Type of object Number.srt
3. Type of object String.mp4
3. Type of object String.srt
4. Type of object Logical operations Boolean.mp4
4. Type of object Logical operations Boolean.srt
5. Type of object Variable assignment.mp4
5. Type of object Variable assignment.srt
6. Type of object Tuple and list.mp4
6. Type of object Tuple and list.srt
7. Type of object Dictionary.mp4
7. Type of object Dictionary.srt
8. Type of object Set.mp4
8. Type of object Set.srt
9. Python structures If Elif Else.mp4
9. Python structures If Elif Else.srt
4. Python for data science
1. Introduction.mp4
1. Introduction.srt
10. Matplotlib Scatter.mp4
10. Matplotlib Scatter.srt
2. Numpy Array.mp4
2. Numpy Array.srt
3. Numpy Random.mp4
3. Numpy Random.srt
4. Numpy Indexing Slicing transformation.mp4
4. Numpy Indexing Slicing transformation.srt
5. Pandas Serie and DataFrame.mp4
5. Pandas Serie and DataFrame.srt
6. Pandas Cleaning and selection data.mp4
6. Pandas Cleaning and selection data.srt
6.1 assets.csv
7. Pandas Conditional selection.mp4
7. Pandas Conditional selection.srt
8. Matplotlib Graph.mp4
8. Matplotlib Graph.srt
9. Matplotlib Toolbox.mp4
9. Matplotlib Toolbox.srt
5. Basics statistics
1. Introduction.mp4
1. Introduction.srt
10. Dispersion measure The variance.mp4
10. Dispersion measure The variance.srt
11. Application Compute variance returns + Variance annualization.mp4
11. Application Compute variance returns + Variance annualization.srt
12. Dispersion measure The standard deviation.mp4
12. Dispersion measure The standard deviation.srt
13. Application Compute the volatility + Annualize the volatility.mp4
13. Application Compute the volatility + Annualize the volatility.srt
14. Relationship measure Covariance covariance matrix.mp4
14. Relationship measure Covariance covariance matrix.srt
15. Application Assets covariance.mp4
15. Application Assets covariance.srt
16. Relationship measure Correlation.mp4
16. Relationship measure Correlation.srt
17. Application Assets correlation.mp4
17. Application Assets correlation.srt
18. DOWNLOAD summary sheet about descriptive statistics.html
18.1 Descriptive statistics 1.png
18.2 Descriptive statistics 2.png
2. Population versus sample.mp4
2. Population versus sample.srt
3. Application create google stock price sample.mp4
3. Application create google stock price sample.srt
4. Central tendency measure The mean.mp4
4. Central tendency measure The mean.srt
5. Application Compute mean Google return + Annualization of returns.mp4
5. Application Compute mean Google return + Annualization of returns.srt
6. Central tendency measure The median.mp4
6. Central tendency measure The median.srt
7. Extreme value problem Compute the median.mp4
7. Extreme value problem Compute the median.srt
8. Central tendency measure The percentile.mp4
8. Central tendency measure The percentile.srt
9. Application Understand Google return distribution.mp4
9. Application Understand Google return distribution.srt
6. Import and manage the data
1. Introduction.mp4
1. Introduction.srt
2. Import & manage data from Metatrader 5.mp4
2. Import & manage data from Metatrader 5.srt
3. Import & manage data from Yahoo finance.mp4
3. Import & manage data from Yahoo finance.srt
FOREX
AUDCAD_D1.csv
AUDUSD_D1.csv
DS_Store
EURGBP_D1.csv
EURUSD_D1.csv
GBPUSD_D1.csv
USDCAD_D1.csv
USDCHF_D1.csv
USDCNH_D1.csv
USDJPY_D1.csv
__MACOSX
FOREX
_.DS_Store
7. Your first algorithmic trading strategies
1. Introduction.mp4
1. Introduction.srt
2. Simple moving average.mp4
2. Simple moving average.srt
3. Strategy explanation.mp4
3. Strategy explanation.srt
4. How to verify our trading position.mp4
4. How to verify our trading position.srt
5. Compute the profit of a trading strategy.mp4
5. Compute the profit of a trading strategy.srt
6. How to automate the strategy.mp4
6. How to automate the strategy.srt
7. Most important video Performance depending of the data!.mp4
7. Most important video Performance depending of the data!.srt
FOREX
AUDCAD_D1.csv
AUDUSD_D1.csv
DS_Store
EURGBP_D1.csv
EURUSD_D1.csv
GBPUSD_D1.csv
USDCAD_D1.csv
USDCHF_D1.csv
USDCNH_D1.csv
USDJPY_D1.csv
__MACOSX
FOREX
_.DS_Store
8. Vectorized Backtesting
1. Introduction.mp4
1. Introduction.srt
2. Sortino ratio computation.mp4
2. Sortino ratio computation.srt
3. Beta ratio computation (CAPM metric).mp4
3. Beta ratio computation (CAPM metric).srt
4. Alpha ratio computation (CAPM metric).mp4
4. Alpha ratio computation (CAPM metric).srt
5. Drawdown function creation.mp4
5. Drawdown function creation.srt
6. Drawdown function application.mp4
6. Drawdown function application.srt
7. Backtesting function (1).mp4
7. Backtesting function (1).srt
8. Backtesting function (2).mp4
8. Backtesting function (2).srt
9. Backtest our strategy.mp4
9. Backtest our strategy.srt
FOREX
AUDCAD_D1.csv
AUDUSD_D1.csv
DS_Store
EURGBP_D1.csv
EURUSD_D1.csv
GBPUSD_D1.csv
USDCAD_D1.csv
USDCHF_D1.csv
USDCNH_D1.csv
USDJPY_D1.csv
__MACOSX
FOREX
_.DS_Store
9. Intermediate trading strategies Combine different signals
1. Introduction.mp4
1. Introduction.srt
10. Create a portfolio of trading strategies.mp4
10. Create a portfolio of trading strategies.srt
2. Recap.mp4
2. Recap.srt
3. Compute the RSI.mp4
3. Compute the RSI.srt
4. Add multiple conditions to take a position.mp4
4. Add multiple conditions to take a position.srt
5. Verify if the positions are correctly implemented.mp4
5. Verify if the positions are correctly implemented.srt
6. Compute the profits.mp4
6. Compute the profits.srt
7. Apply a stop loss (SL) on your returns.mp4
7. Apply a stop loss (SL) on your returns.srt
8. Automate the strategy.mp4
8. Automate the strategy.srt
9. Compare the same strategy using different data sources.mp4
9. Compare the same strategy using different data sources.srt
Bonus Resources.txt
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