CourseMega com Udemy Algorithmic Trading with Python Machine Learning strategies

CourseMega com Udemy Algorithmic Trading with Python Machine Learning strategies

Name	[ CourseMega.com ] Udemy - Algorithmic Trading with Python - Machine Learning strategies	DOWNLOAD Copy Link
Total Size	2.0 GB
Total Files	142
Last Seen	2024-07-08 23:36
Hash	EC7DFCE4E2E24433593204DD324D63DD275C2ADE

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.html	1.1 KB
/.../2. Basics of python/
1. Introduction.mp4	10.9 MB
1. Introduction.srt	1.4 KB
10. Python structures For.mp4	31.4 MB
10. Python structures For.srt	4.4 KB
11. Python structures While.mp4	15.0 MB
11. Python structures While.srt	2.2 KB
12. Functions Basics of function.mp4	34.3 MB
12. Functions Basics of function.srt	4.8 KB
13. Functions Local variable.mp4	15.0 MB
13. Functions Local variable.srt	1.8 KB
14. Functions Global variable.mp4	13.4 MB
14. Functions Global variable.srt	1.3 KB
15. Functions Lambda function.mp4	13.8 MB
15. Functions Lambda function.srt	1.7 KB
2. Type of object Number.mp4	25.1 MB
2. Type of object Number.srt	3.5 KB
3. Type of object String.mp4	87.8 MB
3. Type of object String.srt	8.8 KB
4. Type of object Logical Operations and Boolean.mp4	26.9 MB
4. Type of object Logical Operations and Boolean.srt	4.0 KB
5. Type of object Variable assignment.mp4	38.8 MB
5. Type of object Variable assignment.srt	5.1 KB
6. Type of object Tuple and List.mp4	52.3 MB
6. Type of object Tuple and List.srt	6.8 KB
7. Type of object Dictionary.mp4	49.0 MB
7. Type of object Dictionary.srt	5.9 KB
8. Type of object Set.mp4	30.1 MB
8. Type of object Set.srt	3.8 KB
9. Python structures If Elif Else.mp4	42.9 MB
9. Python structures If Elif Else.srt	5.3 KB
/.../3. Basics of Python for Data Science/
1. Introduction.mp4	5.5 MB
1. Introduction.srt	0.7 KB
10. Matplotlib Tools.mp4	18.4 MB
10. Matplotlib Tools.srt	2.1 KB
2. Numpy Array.mp4	63.0 MB
2. Numpy Array.srt	9.2 KB
3. Numpy Random.mp4	14.8 MB
3. Numpy Random.srt	5.7 KB
4. Numpy Indexing slicing Transformation.mp4	89.6 MB
4. Numpy Indexing slicing Transformation.srt	11.2 KB
5. Pandas Serie and DataFrame.mp4	32.8 MB
5. Pandas Serie and DataFrame.srt	4.2 KB
6. Pandas Cleaning and selection data.mp4	85.6 MB
6. Pandas Cleaning and selection data.srt	10.2 KB
6.1 assets.csv	3.2 MB
7. Pandas Conditional selection.mp4	27.2 MB
7. Pandas Conditional selection.srt	3.0 KB
8. Matplotlib Graph.mp4	20.7 MB
8. Matplotlib Graph.srt	1.9 KB
9. Matplotlib Scatter.mp4	15.0 MB
9. Matplotlib Scatter.srt	1.6 KB
/.../4. Import financial data/
1. Introduction Install library on google colab.mp4	11.5 MB
1. Introduction Install library on google colab.srt	1.1 KB
2. Import the data.mp4	50.5 MB
2. Import the data.srt	4.3 KB
3. Strengths and weaknesses of yfinance.mp4	18.6 MB
3. Strengths and weaknesses of yfinance.srt	2.8 KB
/.../5. Financial features engineering/
1. Introduction.mp4	22.5 MB
1. Introduction.srt	2.2 KB
2. Get stock prices.mp4	17.5 MB
2. Get stock prices.srt	2.2 KB
3. Create a simple moving average (SMA).mp4	45.1 MB
3. Create a simple moving average (SMA).srt	4.0 KB
4. Create a moving standard deviation (MSD).mp4	21.6 MB
4. Create a moving standard deviation (MSD).srt	2.3 KB
5. Use the technical analysis library to create a RSI indicator.mp4	31.4 MB
5. Use the technical analysis library to create a RSI indicator.srt	3.3 KB
6. Automatisation of the features engineering process.mp4	20.1 MB
6. Automatisation of the features engineering process.srt	2.0 KB
/.../6. Linear regression algorithm/
1. Introduction.mp4	7.5 MB
1. Introduction.srt	0.7 KB
2. Linear Regression Theory.mp4	26.0 MB
2. Linear Regression Theory.srt	3.4 KB
3. Import the data.mp4	4.5 MB
3. Import the data.srt	1.4 KB
4. Split the dataset.mp4	32.5 MB
4. Split the dataset.srt	3.3 KB
5. Linear Regression Practice.mp4	20.8 MB
5. Linear Regression Practice.srt	2.5 KB
5.1 Extract_Chapter_7.pdf	296.0 KB
6. Predict stock prices using Machine learning predictions.mp4	20.9 MB
6. Predict stock prices using Machine learning predictions.srt	2.1 KB
7. Create trading strategies using Machine learning predictions.mp4	30.8 MB
7. Create trading strategies using Machine learning predictions.srt	4.3 KB
8. Automatize the process.mp4	30.6 MB
8. Automatize the process.srt	3.5 KB
/7. Vectorized Backtesting/
1. Introduction.mp4	7.7 MB
1. Introduction.srt	1.1 KB
2. Sortino ratio computation.mp4	60.2 MB
2. Sortino ratio computation.srt	6.1 KB
3. Beta ratio computation (CAPM metric).mp4	76.3 MB
3. Beta ratio computation (CAPM metric).srt	7.4 KB
4. Alpha ratio computation (CPAM metric).mp4	24.7 MB
4. Alpha ratio computation (CPAM metric).srt	2.5 KB
5. Drawdown function creation.mp4	30.1 MB
5. Drawdown function creation.srt	3.1 KB
6. Drawdown function application.mp4	28.7 MB
6. Drawdown function application.srt	2.9 KB
7. BackTesting Function.mp4	22.3 MB
7. BackTesting Function.srt	2.1 KB
8. Backtesting Function Customize.mp4	25.3 MB
8. Backtesting Function Customize.srt	2.3 KB
9. Application Machine learning.mp4	15.0 MB
9. Application Machine learning.srt	1.4 KB
/.../8. Support vecteur machine/
1. Introduction.mp4	6.3 MB
1. Introduction.srt	0.8 KB
2. SVR Therory.mp4	18.8 MB
2. SVR Therory.srt	2.5 KB
2.1 Extract_Chapter_7.pdf	414.8 KB
3. Features engineering Create technical indicators.mp4	28.6 MB
3. Features engineering Create technical indicators.srt	3.0 KB
4. Features engineering Standardization.mp4	41.9 MB
4. Features engineering Standardization.srt	5.0 KB
5. Features engineering Principal component analysis.mp4	35.1 MB
5. Features engineering Principal component analysis.srt	4.5 KB
6. SVR Practice.mp4	19.1 MB
6. SVR Practice.srt	1.9 KB
7. Backtest the strategy.mp4	36.0 MB
7. Backtest the strategy.srt	3.9 KB
8. Automatization.mp4	28.8 MB
8. Automatization.srt	3.2 KB
/.../9. MetaTrader 5 Live Trading using Python/
1. Introduction.mp4	2.9 MB
1. Introduction.srt	0.8 KB
2. Install a library on Jupyter Notebook.mp4	9.4 MB
2. Install a library on Jupyter Notebook.srt	1.1 KB
3. Initialize the platform.mp4	4.2 MB
3. Initialize the platform.srt	1.5 KB
4. Get data from your broker.mp4	24.2 MB
4. Get data from your broker.srt	2.5 KB
5. Send orders on the market using Python.mp4	46.7 MB
5. Send orders on the market using Python.srt	4.4 KB
6. Get current positions.mp4	20.4 MB
6. Get current positions.srt	1.9 KB
7. Run structure creation.mp4	34.3 MB
7. Run structure creation.srt	2.9 KB
8. Close all positions.mp4	11.4 MB
8. Close all positions.srt	0.6 KB
9. Live Trading application random signals.mp4	34.4 MB
9. Live Trading application random signals.srt	3.3 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 142