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Technical analysis, Machine Learning, Portfolio and risk management for Forex algo trading. MetaTrader 5 bots included.
What you'll learn:
Create Forex strategies from scratch using different techniques like Quantitative technical analysis and Machine Learning
Import Forex prices directly from your broker
Put your profitable strategies in Live Trading using MetaTrader 5 and Python
Plot financial data
Vectorized Backtesting
Manage financial data using Pandas
Create and use template of code to create complexe strategies in few lines of code
Manage the risk of the currencies
Incorporate the cost in your analysis
Combine Forex strategies using portfolio allocation optimization to optimize the Sortino ratio
Find when you need to stop a Machine Learning algorithm
Learn some risk management techniques like the Drawdown break strategy (Understand also their strengths and the weaknesses)None. You have to be motivated to lea
Requirements
None. You have to be motivated to learn the techniques of quantitative analysts for currencies. That's it!
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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/1. Introduction.srt
1.3 KB
~Get Your Files Here !/2. Python basics/10. Python structures For.mp4
29.9 MB
~Get Your Files Here !/2. Python basics/10. Python structures For.srt
4.3 KB
~Get Your Files Here !/2. Python basics/11. Python structures While.mp4
14.3 MB
~Get Your Files Here !/2. Python basics/11. Python structures While.srt
2.2 KB
~Get Your Files Here !/2. Python basics/12. Functions Basics of function.mp4
32.7 MB
~Get Your Files Here !/2. Python basics/12. Functions Basics of function.srt
4.7 KB
~Get Your Files Here !/2. Python basics/13. Functions Local variable.mp4
14.3 MB
~Get Your Files Here !/2. Python basics/13. Functions Local variable.srt
1.8 KB
~Get Your Files Here !/2. Python basics/14. Functions Global variable.mp4
12.7 MB
~Get Your Files Here !/2. Python basics/14. Functions Global variable.srt
1.3 KB
~Get Your Files Here !/2. Python basics/15. Functions Lambda function.mp4
13.2 MB
~Get Your Files Here !/2. Python basics/15. Functions Lambda function.srt
1.7 KB
~Get Your Files Here !/2. Python basics/2. Type of Object Number.mp4
24 MB
~Get Your Files Here !/2. Python basics/2. Type of Object Number.srt
3.4 KB
~Get Your Files Here !/2. Python basics/3. Type of Object String.mp4
83.6 MB
~Get Your Files Here !/2. Python basics/3. Type of Object String.srt
8.6 KB
~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/4. Type of Object Logical operations Boolean.srt
3.9 KB
~Get Your Files Here !/2. Python basics/5. Type of Object Variable assignment.mp4
37 MB
~Get Your Files Here !/2. Python basics/5. Type of Object Variable assignment.srt
5 KB
~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/6. Type of Object Tuple and list.srt
6.7 KB
~Get Your Files Here !/2. Python basics/7. Type of Object Dictionary.mp4
46.7 MB
~Get Your Files Here !/2. Python basics/7. Type of Object Dictionary.srt
5.8 KB
~Get Your Files Here !/2. Python basics/8. Type of Object Set.mp4
28.7 MB
~Get Your Files Here !/2. Python basics/8. Type of Object Set.srt
3.7 KB
~Get Your Files Here !/2. Python basics/9. Python structures If Elif Else.mp4
40.9 MB
~Get Your Files Here !/2. Python basics/9. Python structures If Elif Else.srt
5.1 KB
~Get Your Files Here !/3. Python for Data science/1. Introduction.mp4
5.2 MB
~Get Your Files Here !/3. Python for Data science/1. Introduction.srt
701 B
~Get Your Files Here !/3. Python for Data science/10. Matplotlib Tools.mp4
17.6 MB
~Get Your Files Here !/3. Python for Data science/10. Matplotlib Tools.srt
2 KB
~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/2. Numpy Array.srt
9 KB
~Get Your Files Here !/3. Python for Data science/3. Numpy Random.mp4
54.2 MB
~Get Your Files Here !/3. Python for Data science/3. Numpy Random.srt
5.6 KB
~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/4. Numpy Indexing Slicing transformation.srt
10.9 KB
~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/5. Pandas Serie and DataFrame.srt
4.1 KB
~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. Pandas Cleaning and selection data.srt
10 KB
~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/7. Pandas Conditional selection.srt
3 KB
~Get Your Files Here !/3. Python for Data science/8. Matplotlib Graph.mp4
19.8 MB
~Get Your Files Here !/3. Python for Data science/8. Matplotlib Graph.srt
1.9 KB
~Get Your Files Here !/3. Python for Data science/9. Matplotlib Scatter.mp4
14.3 MB
~Get Your Files Here !/3. Python for Data science/9. Matplotlib Scatter.srt
1.5 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/1. Introduction.mp4
5.6 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/1. Introduction.srt
574 B
~Get Your Files Here !/4. Your first Forex algo trading strategy/10. Compute profits on a train set.mp4
31.2 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/10. Compute profits on a train set.srt
3.3 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/11. Compute profits on a test set.mp4
25.4 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/11. Compute profits on a test set.srt
2.7 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/2. Manage the data.mp4
94.7 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/2. Manage the data.srt
9.8 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/3. Import data from your broker using MT5.mp4
20.1 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/3. Import data from your broker using MT5.srt
1.7 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/4. Intuition behind the strategy.mp4
60.2 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/4. Intuition behind the strategy.srt
6.8 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/5. Bollinger bands creation.mp4
34.1 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/5. Bollinger bands creation.srt
3.9 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/6. Signals computation.mp4
54 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/6. Signals computation.srt
6.3 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/7. How to verify if we compute our signals correctly.mp4
27.9 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/7. How to verify if we compute our signals correctly.srt
2.7 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/8. Compute the profits of the strategy.mp4
55.8 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/8. Compute the profits of the strategy.srt
8.1 KB
~Get Your Files Here !/4. Your first Forex algo trading strategy/9. Automate your strategy.mp4
38.6 MB
~Get Your Files Here !/4. Your first Forex algo trading strategy/9. Automate your strategy.srt
4.8 KB
~Get Your Files Here !/5. Vectorized Backtesting/1. Introduction.mp4
7.4 MB
~Get Your Files Here !/5. Vectorized Backtesting/1. Introduction.srt
1 KB
~Get Your Files Here !/5. Vectorized Backtesting/2. Sortino ratio computation.mp4
57.6 MB
~Get Your Files Here !/5. Vectorized Backtesting/2. Sortino ratio computation.srt
5.9 KB
~Get Your Files Here !/5. Vectorized Backtesting/3. Beta ratio computation (CAPM metric).mp4
72.7 MB
~Get Your Files Here !/5. Vectorized Backtesting/3. Beta ratio computation (CAPM metric).srt
7.2 KB
~Get Your Files Here !/5. Vectorized Backtesting/4. Alpha ratio computation (CAPM metric).mp4
23.6 MB
~Get Your Files Here !/5. Vectorized Backtesting/4. Alpha ratio computation (CAPM metric).srt
2.4 KB
~Get Your Files Here !/5. Vectorized Backtesting/5. Drawdown function creation.mp4
28.7 MB
~Get Your Files Here !/5. Vectorized Backtesting/5. Drawdown function creation.srt
3 KB
~Get Your Files Here !/5. Vectorized Backtesting/6. Drawdown application.mp4
27.4 MB
~Get Your Files Here !/5. Vectorized Backtesting/6. Drawdown application.srt
2.8 KB
~Get Your Files Here !/5. Vectorized Backtesting/7. Backtesting Function (1).mp4
21.2 MB
~Get Your Files Here !/5. Vectorized Backtesting/7. Backtesting Function (1).srt
2.1 KB
~Get Your Files Here !/5. Vectorized Backtesting/8. Backtesting Function (2).mp4
24.2 MB
~Get Your Files Here !/5. Vectorized Backtesting/8. Backtesting Function (2).srt
2.2 KB
~Get Your Files Here !/5. Vectorized Backtesting/9. Backtest your Forex trading strategy.mp4
43.9 MB
~Get Your Files Here !/5. Vectorized Backtesting/9. Backtest your Forex trading strategy.srt
6.2 KB
~Get Your Files Here !/5. Vectorized Backtesting/FOREX/AUDCAD_D1.csv
163.4 KB
~Get Your Files Here !/5. Vectorized Backtesting/FOREX/AUDUSD_D1.csv
157.6 KB
~Get Your Files Here !/5. Vectorized Backtesting/FOREX/DS_Store
6 KB
~Get Your Files Here !/5. Vectorized Backtesting/FOREX/EURGBP_D1.csv
157.7 KB
~Get Your Files Here !/5. Vectorized Backtesting/FOREX/EURUSD_D1.csv
157.4 KB
~Get Your Files Here !/5. Vectorized Backtesting/FOREX/GBPUSD_D1.csv
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