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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