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    [ FreeCryptoLearn.com ] Udemy - Deep Learning for algorithmic trading using Python
- Date: 2023-10-04
- Size: 2.5 GB
- Files: 79
File Name
                Size
            Get Bonus Crypto Downloads Here.url
                185 B
            ~Get Your Files Here !/1. Introduction/1. READ ME.html
                1.0 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 MB
            ~Get Your Files Here !/2. Python basics/10. Python structures FOR.mp4
                30 MB
            ~Get Your Files Here !/2. Python basics/11. Python structures WHILE.mp4
                14 MB
            ~Get Your Files Here !/2. Python basics/12. Functions Basics of function.mp4
                33 MB
            ~Get Your Files Here !/2. Python basics/13. Functions Local variable.mp4
                14 MB
            ~Get Your Files Here !/2. Python basics/14. Functions Global variable.mp4
                13 MB
            ~Get Your Files Here !/2. Python basics/15. Functions Lambda function.mp4
                13 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
                84 MB
            ~Get Your Files Here !/2. Python basics/4. Type of object Logical operations  Boolean.mp4
                26 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
                50 MB
            ~Get Your Files Here !/2. Python basics/7. Type of object Dictionary.mp4
                47 MB
            ~Get Your Files Here !/2. Python basics/8. Type of object Set.mp4
                29 MB
            ~Get Your Files Here !/2. Python basics/9. Python structures IF  ELIF  ELSE.mp4
                41 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
                18 MB
            ~Get Your Files Here !/3. Python for data science/2. Numpy Array.mp4
                60 MB
            ~Get Your Files Here !/3. Python for data science/3. Numpy Random.mp4
                54 MB
            ~Get Your Files Here !/3. Python for data science/4. Numpy Indexing  Slicing  transformation.mp4
                85 MB
            ~Get Your Files Here !/3. Python for data science/5. Pandas Serie and DataFrame.mp4
                31 MB
            ~Get Your Files Here !/3. Python for data science/6. Pandas Cleaning and selection data.mp4
                82 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
                20 MB
            ~Get Your Files Here !/3. Python for data science/9. Matplotlib Scatter.mp4
                14 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 MB
            ~Get Your Files Here !/4. Import and manage the data/3. Import & manage data from Yahoo Finance.mp4
                44 MB
            ~Get Your Files Here !/5. Features engineering/1. Introduction.mp4
                21 MB
            ~Get Your Files Here !/5. Features engineering/2. Get stock prices.mp4
                17 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
                21 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 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/1. Introduction.mp4
                12 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/10. How to fix the stochastic initialization problem.mp4
                40 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/11. Bagging method using the different ANNs.mp4
                58 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/2. Quick recap of the DNN theory.mp4
                86 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/3. Data import & Features engineering.mp4
                31 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 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/5. Why and how to standardize the features.mp4
                35 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/6. Create a DNN using Tensorflow 2.0.mp4
                69 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 MB
            ~Get Your Files Here !/6. Deep Neural Networks apply to algorithmic trading/8. Automate the process.mp4
                35 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
                58 MB
            ~Get Your Files Here !/7. Vectorized backtesting/3. Beta ratio computation (CAPM metric).mp4
                73 MB
            ~Get Your Files Here !/7. Vectorized backtesting/4. Alpha ratio computation (CAPM metric).mp4
                24 MB
            ~Get Your Files Here !/7. Vectorized backtesting/5. Drawdown function creation.mp4
                29 MB
            ~Get Your Files Here !/7. Vectorized backtesting/6. Drawdown application.mp4
                27 MB
            ~Get Your Files Here !/7. Vectorized backtesting/7. Backtesting function (1).mp4
                21 MB
            ~Get Your Files Here !/7. Vectorized backtesting/8. Backtesting function (2).mp4
                24 MB
            ~Get Your Files Here !/7. Vectorized backtesting/9. Backtest a trading strategy based on DNN.mp4
                16 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/1. Introduction.mp4
                9.0 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/2. Theory behind RNNs.mp4
                34 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/3. Recap from the DNN chapter.mp4
                52 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 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/5. How to create a RNN using TensorFlow 2.0.mp4
                67 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/6. Dropout Layer.mp4
                17 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/7. RNN prediction to create a trading strategy.mp4
                61 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/8. Automate the process.mp4
                17 MB
            ~Get Your Files Here !/8. Recurrent Neural Networks for algorithmic trading/9. Find the best models throughout all the stochastic initialization.mp4
                36 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
                26 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/11. Live Trading strategy based on RNN.mp4
                26 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
                15 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/4. Get data broker.mp4
                23 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/5. Send orders on the market using Python.mp4
                44 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/6. Get current positions.mp4
                44 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/7. Run structure creation.mp4
                33 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/8. Close all positions.mp4
                11 MB
            ~Get Your Files Here !/9. MetaTrader 5 live trading using Python/9. Live Trading application random signals.mp4
                33 MB
            ~Get Your Files Here !/Bonus Resources.txt
                386 B