[ FreeCryptoLearn.com ] Udemy - Deep Learning for algorithmic trading using Python

• [ FreeCryptoLearn.com ] Udemy - Deep Learning for algorithmic trading using Python
• ~Get Your Files Here !/1. Introduction/1. READ ME.html 1 KB
• ~Get Your Files Here !/1. Introduction/2. Install the environments.html 1.1 KB
• ~Get Your Files Here !/2. Python basics/1. Introduction.mp4 10.4 MB
• ~Get Your Files Here !/2. Python basics/10. Python structures FOR.mp4 29.9 MB
• ~Get Your Files Here !/2. Python basics/11. Python structures WHILE.mp4 14.3 MB
• ~Get Your Files Here !/2. Python basics/12. Functions Basics of function.mp4 32.7 MB
• ~Get Your Files Here !/2. Python basics/13. Functions Local variable.mp4 14.3 MB
• ~Get Your Files Here !/2. Python basics/14. Functions Global variable.mp4 12.7 MB
• ~Get Your Files Here !/2. Python basics/15. Functions Lambda function.mp4 13.2 MB
• ~Get Your Files Here !/2. Python basics/2. Type of object Number.mp4 24 MB
• ~Get Your Files Here !/2. Python basics/3. Type of object String.mp4 83.6 MB
• ~Get Your Files Here !/2. Python basics/4. Type of object Logical operations Boolean.mp4 25.7 MB
• ~Get Your Files Here !/2. Python basics/5. Type of object Variable assignment.mp4 37 MB
• ~Get Your Files Here !/2. Python basics/6. Type of object Tuple and list.mp4 49.8 MB
• ~Get Your Files Here !/2. Python basics/7. Type of object Dictionary.mp4 46.7 MB
• ~Get Your Files Here !/2. Python basics/8. Type of object Set.mp4 28.7 MB
• ~Get Your Files Here !/2. Python basics/9. Python structures IF ELIF ELSE.mp4 40.9 MB
• ~Get Your Files Here !/3. Python for data science/1. Introduction.mp4 5.2 MB
• ~Get Your Files Here !/3. Python for data science/10. Matplotlib Toolbox.mp4 17.6 MB
• ~Get Your Files Here !/3. Python for data science/2. Numpy Array.mp4 60.1 MB
• ~Get Your Files Here !/3. Python for data science/3. Numpy Random.mp4 54.1 MB
• ~Get Your Files Here !/3. Python for data science/4. Numpy Indexing Slicing transformation.mp4 85.4 MB
• ~Get Your Files Here !/3. Python for data science/5. Pandas Serie and DataFrame.mp4 31.2 MB
• ~Get Your Files Here !/3. Python for data science/6. Pandas Cleaning and selection data.mp4 81.6 MB
• ~Get Your Files Here !/3. Python for data science/6.1 assets.csv 3.1 MB
• ~Get Your Files Here !/3. Python for data science/7. Pandas Conditional selection.mp4 26 MB
• ~Get Your Files Here !/3. Python for data science/8. Matplotlib Graph.mp4 19.7 MB
• ~Get Your Files Here !/3. Python for data science/9. Matplotlib Scatter.mp4 14.3 MB
• ~Get Your Files Here !/4. Import and manage the data/1. Introduction.mp4 9.7 MB
• ~Get Your Files Here !/4. Import and manage the data/2. Import & manage data from Metatrader 5.mp4 104.4 MB
• ~Get Your Files Here !/4. Import and manage the data/3. Import & manage data from Yahoo Finance.mp4 43.9 MB
• ~Get Your Files Here !/5. Features engineering/1. Introduction.mp4 21.4 MB
• ~Get Your Files Here !/5. Features engineering/2. Get stock prices.mp4 16.7 MB
• ~Get Your Files Here !/5. Features engineering/3. Create a simple moving average (SMA).mp4 43 MB
• ~Get Your Files Here !/5. Features engineering/4. Create a moving standard deviation (MSD).mp4 20.6 MB
• ~Get Your Files Here !/5. Features engineering/5. Use the Technical analysis library to compute the RSI indicator.mp4 30 MB
• ~Get Your Files Here !/5. Features engineering/6. Automatization of the features engineering process.mp4 19.2 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/1. Introduction.mp4 12.4 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/10. How to fix the stochastic initialization problem.mp4 40.3 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/11. Bagging method using the different ANNs.mp4 57.5 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/2. Quick recap of the DNN theory.mp4 85.8 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/3. Data import & Features engineering.mp4 30.8 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/4. Train Test set split (to fit the DNN model).mp4 42.5 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/5. Why and how to standardize the features.mp4 34.6 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/6. Create a DNN using Tensorflow 2.0.mp4 68.7 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/7. Use the DNN predictions to create a trading strategy.mp4 59.4 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/8. Automate the process.mp4 35.2 MB
• ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/9. The stochastic initialization problem.mp4 25 MB
• ~Get Your Files Here !/7. Vectorized backtesting/1. Introduction.mp4 7.4 MB
• ~Get Your Files Here !/7. Vectorized backtesting/2. Sortino ratio computation.mp4 57.5 MB
• ~Get Your Files Here !/7. Vectorized backtesting/3. Beta ratio computation (CAPM metric).mp4 72.7 MB
• ~Get Your Files Here !/7. Vectorized backtesting/4. Alpha ratio computation (CAPM metric).mp4 23.6 MB
• ~Get Your Files Here !/7. Vectorized backtesting/5. Drawdown function creation.mp4 28.7 MB
• ~Get Your Files Here !/7. Vectorized backtesting/6. Drawdown application.mp4 27.4 MB
• ~Get Your Files Here !/7. Vectorized backtesting/7. Backtesting function (1).mp4 21.3 MB
• ~Get Your Files Here !/7. Vectorized backtesting/8. Backtesting function (2).mp4 24.2 MB
• ~Get Your Files Here !/7. Vectorized backtesting/9. Backtest a trading strategy based on DNN.mp4 15.8 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/1. Introduction.mp4 9 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/2. Theory behind RNNs.mp4 34.1 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/3. Recap from the DNN chapter.mp4 51.6 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/4. How to transform 2-dimensional data into 3-dimensional data.mp4 41.2 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/5. How to create a RNN using TensorFlow 2.0.mp4 67.1 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/6. Dropout Layer.mp4 16.7 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/7. RNN prediction to create a trading strategy.mp4 60.7 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/8. Automate the process.mp4 17.3 MB
• ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/9. Find the best models throughout all the stochastic initialization.mp4 35.6 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/1. Introduction.mp4 8.9 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/10. Live Trading strategy based on ANN.mp4 25.6 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/11. Live Trading strategy based on RNN.mp4 26.3 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/2. Install a library on Jupyter.mp4 2.8 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/3. Initialize the platform.mp4 14.7 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/4. Get data broker.mp4 23.1 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/5. Send orders on the market using Python.mp4 44.5 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/6. Get current positions.mp4 44.5 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/7. Run structure creation.mp4 32.7 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/8. Close all positions.mp4 10.8 MB
• ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/9. Live Trading application random signals.mp4 32.8 MB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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