FreeCryptoLearn com Udemy Deep Learning for algorithmic trading using Python

FreeCryptoLearn com Udemy Deep Learning for algorithmic trading using Python

Name	[ FreeCryptoLearn.com ] Udemy - Deep Learning for algorithmic trading using Python	DOWNLOAD Copy Link
Total Size	2.7 GB
Total Files	79
Last Seen	2024-07-08 23:39
Hash	1EC3C2EE9A199F8EDB6754A7D99B8083321C28AE

/
Get Bonus Crypto Downloads Here.url	0.2 KB
/1. Introduction/
1. READ ME.html	1.0 KB
2. Install the environments.html	1.2 KB
/2. Python basics/
1. Introduction.mp4	10.9 MB
10. Python structures FOR.mp4	31.4 MB
11. Python structures WHILE.mp4	15.0 MB
12. Functions Basics of function.mp4	34.3 MB
13. Functions Local variable.mp4	15.0 MB
14. Functions Global variable.mp4	13.4 MB
15. Functions Lambda function.mp4	13.8 MB
2. Type of object Number.mp4	25.1 MB
3. Type of object String.mp4	87.6 MB
4. Type of object Logical operations Boolean.mp4	26.9 MB
5. Type of object Variable assignment.mp4	38.8 MB
6. Type of object Tuple and list.mp4	52.3 MB
7. Type of object Dictionary.mp4	49.0 MB
8. Type of object Set.mp4	30.1 MB
9. Python structures IF ELIF ELSE.mp4	42.9 MB
/.../3. Python for data science/
1. Introduction.mp4	5.5 MB
10. Matplotlib Toolbox.mp4	18.4 MB
2. Numpy Array.mp4	63.0 MB
3. Numpy Random.mp4	56.8 MB
4. Numpy Indexing Slicing transformation.mp4	89.6 MB
5. Pandas Serie and DataFrame.mp4	32.8 MB
6. Pandas Cleaning and selection data.mp4	85.5 MB
6.1 assets.csv	3.2 MB
7. Pandas Conditional selection.mp4	27.2 MB
8. Matplotlib Graph.mp4	20.7 MB
9. Matplotlib Scatter.mp4	15.0 MB
/.../4. Import and manage the data/
1. Introduction.mp4	10.2 MB
2. Import & manage data from Metatrader 5.mp4	109.5 MB
3. Import & manage data from Yahoo Finance.mp4	46.0 MB
/5. Features engineering/
1. Introduction.mp4	22.5 MB
2. Get stock prices.mp4	17.5 MB
3. Create a simple moving average (SMA).mp4	45.0 MB
4. Create a moving standard deviation (MSD).mp4	21.6 MB
5. Use the Technical analysis library to compute the RSI indicator.mp4	31.4 MB
6. Automatization of the features engineering process.mp4	20.1 MB
/.../6. Deep Neural Networks apply to algorithmic trading/
1. Introduction.mp4	13.0 MB
10. How to fix the stochastic initialization problem.mp4	42.3 MB
11. Bagging method using the different ANNs.mp4	60.3 MB
2. Quick recap of the DNN theory.mp4	90.0 MB
3. Data import & Features engineering.mp4	32.3 MB
4. Train Test set split (to fit the DNN model).mp4	44.5 MB
5. Why and how to standardize the features.mp4	36.3 MB
6. Create a DNN using Tensorflow 2.0.mp4	72.1 MB
7. Use the DNN predictions to create a trading strategy.mp4	62.2 MB
8. Automate the process.mp4	36.9 MB
9. The stochastic initialization problem.mp4	26.2 MB
/7. Vectorized backtesting/
1. Introduction.mp4	7.7 MB
2. Sortino ratio computation.mp4	60.3 MB
3. Beta ratio computation (CAPM metric).mp4	76.2 MB
4. Alpha ratio computation (CAPM metric).mp4	24.7 MB
5. Drawdown function creation.mp4	30.1 MB
6. Drawdown application.mp4	28.7 MB
7. Backtesting function (1).mp4	22.3 MB
8. Backtesting function (2).mp4	25.4 MB
9. Backtest a trading strategy based on DNN.mp4	16.6 MB
/.../8. Recurrent Neural Networks for algorithmic trading/
1. Introduction.mp4	9.4 MB
2. Theory behind RNNs.mp4	35.7 MB
3. Recap from the DNN chapter.mp4	54.1 MB
4. How to transform 2-dimensional data into 3-dimensional data.mp4	43.2 MB
5. How to create a RNN using TensorFlow 2.0.mp4	70.4 MB
6. Dropout Layer.mp4	17.5 MB
7. RNN prediction to create a trading strategy.mp4	63.6 MB
8. Automate the process.mp4	18.1 MB
9. Find the best models throughout all the stochastic initialization.mp4	37.3 MB
/.../9. MetaTrader 5 live trading using Python/
1. Introduction.mp4	9.4 MB
10. Live Trading strategy based on ANN.mp4	26.8 MB
11. Live Trading strategy based on RNN.mp4	27.6 MB
2. Install a library on Jupyter.mp4	2.9 MB
3. Initialize the platform.mp4	15.4 MB
4. Get data broker.mp4	24.2 MB
5. Send orders on the market using Python.mp4	46.6 MB
6. Get current positions.mp4	46.6 MB
7. Run structure creation.mp4	34.3 MB
8. Close all positions.mp4	11.4 MB
9. Live Trading application random signals.mp4	34.4 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 79