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[ FreeCryptoLearn com ] Udemy - Algorithmic trading from A to Z using Python
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1. Introduction
1. READ ME.html
2. Install the environments.html
10. MetaTrader 5 live trading
1. Introduction.mp4
1. Introduction.srt
2. Install a library on Jupyter Notebook.mp4
2. Install a library on Jupyter Notebook.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
2. Python basis
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 operation Boolean.mp4
4. Type of object Logical operation 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
3. Python for data science
1. Introduction.mp4
1. Introduction.srt
10. Matplotlib Tools.mp4
10. Matplotlib Tools.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.mp4
6. Pandas Cleaning and selection.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 Scatter.mp4
9. Matplotlib Scatter.srt
4. Import and manage 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 D1
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 D1
_.DS_Store
_AUDCAD_D1.csv
_AUDUSD_D1.csv
_EURGBP_D1.csv
_EURUSD_D1.csv
_GBPUSD_D1.csv
_USDCAD_D1.csv
_USDCHF_D1.csv
_USDCNH_D1.csv
_USDJPY_D1.csv
_FOREX D1
5. Algorithmic daily strategy Technical Analysis
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 broker!.mp4
7. Most important video Performance depending of the broker!.srt
FOREX D1
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 D1
_.DS_Store
_AUDCAD_D1.csv
_AUDUSD_D1.csv
_EURGBP_D1.csv
_EURUSD_D1.csv
_GBPUSD_D1.csv
_USDCAD_D1.csv
_USDCHF_D1.csv
_USDCNH_D1.csv
_USDJPY_D1.csv
_FOREX D1
6. Vectorized Backtesting
1. Introduction.mp4
1. Introduction.srt
2. Sortino ratio computation.mp4
2. Sortino ratio computation.srt
3. Beta ratio computation (CAMP metric).mp4
3. Beta ratio computation (CAMP metric).srt
4. Alpha ratio computation (CAMP metric).mp4
4. Alpha ratio computation (CAMP 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 your strategy.mp4
9. Backtest your strategy.srt
FOREX D1
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 D1
_.DS_Store
_AUDCAD_D1.csv
_AUDUSD_D1.csv
_EURGBP_D1.csv
_EURUSD_D1.csv
_GBPUSD_D1.csv
_USDCAD_D1.csv
_USDCHF_D1.csv
_USDCNH_D1.csv
_USDJPY_D1.csv
_FOREX D1
7. Algorithmic scalping trading price action + SMA + RSI
1. Introduction.mp4
1. Introduction.srt
2. Import the data.mp4
2. Import the data.srt
3. Support & Resistance.mp4
3. Support & Resistance.srt
4. Support & Resistance trading strategy.mp4
4. Support & Resistance trading strategy.srt
5. Support & Resistance + SMA trading strategy.mp4
5. Support & Resistance + SMA trading strategy.srt
6. Support & Resistance + SMA + RSI trading strategy.mp4
6. Support & Resistance + SMA + RSI trading strategy.srt
7. Automate the process.mp4
7. Automate the process.srt
8. Scalping trading strategy + Portfolio management.mp4
8. Scalping trading strategy + Portfolio management.srt
FOREX M1
AUDCAD_M1.csv
DS_Store
EURUSD_M1.csv
GBPUSD_M1.csv
USDCAD_M1.csv
USDCHF_M1.csv
USDJPY_M1.csv
__MACOSX
FOREX M1
_.DS_Store
8. Financial features engineering
1. Introduction.mp4
1. Introduction.srt
2. Get stock prices.mp4
2. Get stock prices.srt
3. Create a simple moving average (SMA).mp4
3. Create a simple moving average (SMA).srt
4. Create a moving standard deviation (MSD).mp4
4. Create a moving standard deviation (MSD).srt
5. Use the technical analysis library to create a RSI indicator.mp4
5. Use the technical analysis library to create a RSI indicator.srt
6. Automatization of the features engineering process.mp4
6. Automatization of the features engineering process.srt
9. Algorithmic intra-day strategy Applied Machine learning
1. Introduction.mp4
1. Introduction.srt
10. Apply the process to hourly trading strategies.mp4
10. Apply the process to hourly trading strategies.srt
2. Linear Regression Theory.mp4
2. Linear Regression Theory.srt
2.1 Extract_Chapter_7.pdf
3. Import the data.mp4
3. Import the data.srt
4. Features engineering process.mp4
4. Features engineering process.srt
5. Split the dataset.mp4
5. Split the dataset.srt
6. Linear Regression Practice.mp4
6. Linear Regression Practice.srt
7. Predict stock prices using Machine learning predictions.mp4
7. Predict stock prices using Machine learning predictions.srt
8. Create trading strategies using Machine learning predictions.mp4
8. Create trading strategies using Machine learning predictions.srt
9. Automatize the process.mp4
9. Automatize the process.srt
CRYPTO H1
BTCUSD_H1.csv
ETHUSD_H1.csv
LTCUSD_H1.csv
Bonus Resources.txt
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