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TORRENT DETAILS
[ FreeCryptoLearn.com ] Udemy - Deep Learning For Algorithmic Trading Using Python
TORRENT SUMMARY
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Language: English | Size: 2.48 GB | Duration: 6h 10m
Artificial intelligence, Backtesting, optimization for algorithmic trading with MetaTrader 5. Bot included
What you'll learn
Create a algorithmic trading strategy based on deep learning algorithms
Put any algorithm in live trading using MetaTrader 5 and Python
Manage financial data using Numpy, Pandas and Matplotlib
Data cleaning using Pandas
Python programming
Deep learning implementation using TensorFlow 2.0
Understand and implement the Deep Neural Networks (DNN)
Understand and implement the Recurrent Neural Networks (RNN)
Import stock price from Yahoo Finance and from your broker
Requirements
Basis in Machine Learning or Deep Learning are very well welcome
Description
You already know python, and you want to monetize and diversify your knowledge?
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FILE LIST
Filename
Size
~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
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