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Language: English | Size: 2.22 GB | Duration: 5h 45m
Technical analysis, machine learning and risk management for crypto algorithmic strategies. MT5 bots included
What you'll learn
Get data from your broker
Create crypto trading strategies from scratch
Create crypto strategies using Machine Learning
Plot financial data
MT5 live trading using Python
Vectorized Backtesting
Manage financial data using Pandas
Quantify the risk of a strategy
Combine Trading strategies
Understand and implement different drawdown break strategies (risk management)
Manage the risk of the crypto-currencies
Data cleaning using Pandas
Find the best increase of the crypto-currencies to optimize your returns
Requirements
None. You have to be motivated to learn the techniques of quantitative analysts for crypto currencies. That's it!
Description
Do you want to create quantitative CRYPTO strategies to earn up to 79%/YEAR ?
You already have some trading knowledge and you want to learn about quantitative trading/finance?
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Read me.html
1 KB
~Get Your Files Here !/01 - Introduction/002 Install the environments.html
1.1 KB
~Get Your Files Here !/02 - Basics of Python/001 Introduction.mp4
10.4 MB
~Get Your Files Here !/02 - Basics of Python/001 Introduction_en.vtt
1.2 KB
~Get Your Files Here !/02 - Basics of Python/002 Type of object Number.mp4
24 MB
~Get Your Files Here !/02 - Basics of Python/002 Type of object Number_en.vtt
3 KB
~Get Your Files Here !/02 - Basics of Python/003 Type of object String.mp4
83.7 MB
~Get Your Files Here !/02 - Basics of Python/003 Type of object String_en.vtt
7.4 KB
~Get Your Files Here !/02 - Basics of Python/004 Type of object Logical operations and Boolean.mp4
25.7 MB
~Get Your Files Here !/02 - Basics of Python/004 Type of object Logical operations and Boolean_en.vtt
3.4 KB
~Get Your Files Here !/02 - Basics of Python/005 Type of object Variable assignment.mp4
37 MB
~Get Your Files Here !/02 - Basics of Python/005 Type of object Variable assignment_en.vtt
4.3 KB
~Get Your Files Here !/02 - Basics of Python/006 Type of object Tuple and List.mp4
49.8 MB
~Get Your Files Here !/02 - Basics of Python/006 Type of object Tuple and List_en.vtt
5.8 KB
~Get Your Files Here !/02 - Basics of Python/007 Type of object Dictionary.mp4
46.8 MB
~Get Your Files Here !/02 - Basics of Python/007 Type of object Dictionary_en.vtt
5.1 KB
~Get Your Files Here !/02 - Basics of Python/008 Type of object Set.mp4
28.7 MB
~Get Your Files Here !/02 - Basics of Python/008 Type of object Set_en.vtt
3.2 KB
~Get Your Files Here !/02 - Basics of Python/009 Python structures If Elif Else.mp4
40.9 MB
~Get Your Files Here !/02 - Basics of Python/009 Python structures If Elif Else_en.vtt
4.4 KB
~Get Your Files Here !/02 - Basics of Python/010 Python structures For.mp4
29.9 MB
~Get Your Files Here !/02 - Basics of Python/010 Python structures For_en.vtt
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~Get Your Files Here !/02 - Basics of Python/011 Python structures While.mp4
14.3 MB
~Get Your Files Here !/02 - Basics of Python/011 Python structures While_en.vtt
1.9 KB
~Get Your Files Here !/02 - Basics of Python/012 Functions Basics of function.mp4
32.7 MB
~Get Your Files Here !/02 - Basics of Python/012 Functions Basics of function_en.vtt
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~Get Your Files Here !/02 - Basics of Python/013 Functions Local variable.mp4
14.3 MB
~Get Your Files Here !/02 - Basics of Python/013 Functions Local variable_en.vtt
1.5 KB
~Get Your Files Here !/02 - Basics of Python/014 Functions Global variable.mp4
12.7 MB
~Get Your Files Here !/02 - Basics of Python/014 Functions Global variable_en.vtt
1.1 KB
~Get Your Files Here !/02 - Basics of Python/015 Functions Lambda function.mp4
13.2 MB
~Get Your Files Here !/02 - Basics of Python/015 Functions Lambda function_en.vtt
1.5 KB
~Get Your Files Here !/03 - Python for data science/001 Introduction.mp4
5.2 MB
~Get Your Files Here !/03 - Python for data science/001 Introduction_en.vtt
626 B
~Get Your Files Here !/03 - Python for data science/002 Numpy Array.mp4
60.1 MB
~Get Your Files Here !/03 - Python for data science/002 Numpy Array_en.vtt
7.8 KB
~Get Your Files Here !/03 - Python for data science/003 Numpy Random.mp4
54.2 MB
~Get Your Files Here !/03 - Python for data science/003 Numpy Random_en.vtt
4.9 KB
~Get Your Files Here !/03 - Python for data science/004 Numpy Indexing Slicing Transformation.mp4
85.4 MB
~Get Your Files Here !/03 - Python for data science/004 Numpy Indexing Slicing Transformation_en.vtt
9.5 KB
~Get Your Files Here !/03 - Python for data science/005 Pandas Serie and DataFrame.mp4
31.2 MB
~Get Your Files Here !/03 - Python for data science/005 Pandas Serie and DataFrame_en.vtt
3.6 KB
~Get Your Files Here !/03 - Python for data science/006 Pandas Cleaning and selection data.mp4
81.6 MB
~Get Your Files Here !/03 - Python for data science/006 Pandas Cleaning and selection data_en.vtt
8.6 KB
~Get Your Files Here !/03 - Python for data science/007 Pandas Conditional selection.mp4
26 MB
~Get Your Files Here !/03 - Python for data science/007 Pandas Conditional selection_en.vtt
2.6 KB
~Get Your Files Here !/03 - Python for data science/008 Matplotlib Graph.mp4
19.7 MB
~Get Your Files Here !/03 - Python for data science/008 Matplotlib Graph_en.vtt
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~Get Your Files Here !/03 - Python for data science/009 Matplotlib Scatter.mp4
14.3 MB
~Get Your Files Here !/03 - Python for data science/009 Matplotlib Scatter_en.vtt
1.3 KB
~Get Your Files Here !/03 - Python for data science/010 Matplotlib Tools.mp4
17.6 MB
~Get Your Files Here !/03 - Python for data science/010 Matplotlib Tools_en.vtt
1.8 KB
~Get Your Files Here !/03 - Python for data science/38797074-assets.csv
3.1 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/001 Introduction.mp4
9.3 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/001 Introduction_en.vtt
1 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/002 Manage the data.mp4
83.6 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/002 Manage the data_en.vtt
7.2 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/003 Import data from MT5 platform.mp4
19.4 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/003 Import data from MT5 platform_en.vtt
1.4 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/004 Support & Resistance.mp4
43.9 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/004 Support & Resistance_en.vtt
4.5 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/005 Strategy intuition.mp4
26.8 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/005 Strategy intuition_en.vtt
4.6 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/006 Code the strategy.mp4
31.9 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/006 Code the strategy_en.vtt
3.5 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/007 Verification graph.mp4
30.8 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/007 Verification graph_en.vtt
2.5 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/008 Compute the profit.mp4
25.1 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/008 Compute the profit_en.vtt
2.9 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/009 Automatization.mp4
55.4 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/009 Automatization_en.vtt
5.1 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/010 Apply to a crypto assets portfolio.mp4
34.3 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/010 Apply to a crypto assets portfolio_en.vtt
4.1 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/011 How to improve this strategy.mp4
19.5 MB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/011 How to improve this strategy_en.vtt
2.5 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/CRYPTO/BTCUSD_D1.csv
160.6 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/CRYPTO/DS_Store
6 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/CRYPTO/ETCUSD_D1.csv
63.1 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/CRYPTO/ETHUSD_D1.csv
103.8 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/CRYPTO/LTCUSD_D1.csv
167.6 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/CRYPTO/XMRUSD_D1.csv
42.4 KB
~Get Your Files Here !/04 - Your first crypto algorithmic trading strategy/__MACOSX/CRYPTO/_.DS_Store
120 B
~Get Your Files Here !/05 - Vectorized Backtesting/001 Introduction.mp4
7.4 MB
~Get Your Files Here !/05 - Vectorized Backtesting/001 Introduction_en.vtt
938 B
~Get Your Files Here !/05 - Vectorized Backtesting/002 Sortino ratio computation.mp4
57.6 MB
~Get Your Files Here !/05 - Vectorized Backtesting/002 Sortino ratio computation_en.vtt
5.2 KB
~Get Your Files Here !/05 - Vectorized Backtesting/003 Beta ratio computation (CAPM metric).mp4
72.7 MB
~Get Your Files Here !/05 - Vectorized Backtesting/003 Beta ratio computation (CAPM metric)_en.vtt
6.3 KB
~Get Your Files Here !/05 - Vectorized Backtesting/004 Alpha ratio computation (CAPM metric).mp4
23.5 MB
~Get Your Files Here !/05 - Vectorized Backtesting/004 Alpha ratio computation (CAPM metric)_en.vtt
2.1 KB
~Get Your Files Here !/05 - Vectorized Backtesting/005 Drawdown function creation.mp4
28.7 MB
~Get Your Files Here !/05 - Vectorized Backtesting/005 Drawdown function creation_en.vtt
2.6 KB
~Get Your Files Here !/05 - Vectorized Backtesting/006 Drawdown application.mp4
27.4 MB
~Get Your Files Here !/05 - Vectorized Backtesting/006 Drawdown application_en.vtt
2.4 KB
~Get Your Files Here !/05 - Vectorized Backtesting/007 Backtesting Function (1).mp4
21.2 MB
~Get Your Files Here !/05 - Vectorized Backtesting/007 Backtesting Function (1)_en.vtt
1.8 KB
~Get Your Files Here !/05 - Vectorized Backtesting/008 Backtesting Function (2).mp4
24.2 MB
~Get Your Files Here !/05 - Vectorized Backtesting/008 Backtesting Function (2)_en.vtt
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