Udemy - Advanced Crypto strategies for Algorithmic trading 2022

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Udemy - Advanced Crypto strategies for Algorithmic trading 2022 (Size: 2.2 GB)
  001 Introduction.mp4 8.9 MB
  001 Introduction_en.vtt 921.6 B
  001 Read me.html 1 KB
  002 Drawdown break strategy The theory.mp4 9.9 MB
  002 Drawdown break strategy The theory_en.vtt 1.2 KB
  002 Features engineering.mp4 58.6 MB
  002 Features engineering_en.vtt 5.4 KB
  002 Install a library on Jupyter.mp4 2.8 MB
  002 Install a library on Jupyter_en.vtt 614.4 B
  002 Install the environments.html 1.1 KB
  002 Manage the data.mp4 83.6 MB
  002 Manage the data_en.vtt 7.2 KB
  002 Numpy Array.mp4 60.1 MB
  002 Numpy Array_en.vtt 7.8 KB
  002 Sortino ratio computation.mp4 57.6 MB
  002 Sortino ratio computation_en.vtt 5.2 KB
  002 Type of object Number.mp4 24 MB
  002 Type of object Number_en.vtt 3 KB
  003 Beta ratio computation (CAPM metric).mp4 72.7 MB
  003 Beta ratio computation (CAPM metric)_en.vtt 6.3 KB
  003 Drawdown break strategy The practice.mp4 77.4 MB
  003 Drawdown break strategy The practice_en.vtt 6.5 KB
  003 Import data from MT5 platform.mp4 19.4 MB
  003 Import data from MT5 platform_en.vtt 1.4 KB
  003 Initialize the platform.mp4 14.7 MB
  003 Initialize the platform_en.vtt 1.3 KB
  003 Numpy Random.mp4 54.2 MB
  003 Numpy Random_en.vtt 4.9 KB
  003 Target engineering.mp4 78.4 MB
  003 Target engineering_en.vtt 6.4 KB
  003 Type of object String.mp4 83.7 MB
  003 Type of object String_en.vtt 7.4 KB
  004 Alpha ratio computation (CAPM metric).mp4 23.5 MB
  004 Alpha ratio computation (CAPM metric)_en.vtt 2.1 KB
  004 Crypto strategies portfolio.mp4 35.7 MB
  004 Crypto strategies portfolio_en.vtt 3.4 KB
  004 Get data broker.mp4 23.1 MB
  004 Get data broker_en.vtt 2.1 KB
  004 Numpy Indexing Slicing Transformation.mp4 85.4 MB
  004 Numpy Indexing Slicing Transformation_en.vtt 9.5 KB
  004 Support & Resistance.mp4 43.9 MB
  004 Support & Resistance_en.vtt 4.5 KB
  004 Train Test set.mp4 34.9 MB
  004 Train Test set_en.vtt 3.1 KB
  004 Type of object Logical operations and Boolean.mp4 25.7 MB
  004 Type of object Logical operations and Boolean_en.vtt 3.4 KB
  005 Drawdown break strategy Apply to portfolio.mp4 25.4 MB
  005 Drawdown break strategy Apply to portfolio_en.vtt 2 KB
  005 Drawdown function creation.mp4 28.7 MB
  005 Drawdown function creation_en.vtt 2.6 KB
  005 Pandas Serie and DataFrame.mp4 31.2 MB
  005 Pandas Serie and DataFrame_en.vtt 3.6 KB
  005 Send orders on the market using python.mp4 44.5 MB
  005 Send orders on the market using python_en.vtt 3.7 KB
  005 Standardization.mp4 29.2 MB
  005 Standardization_en.vtt 3.9 KB
  005 Strategy intuition.mp4 26.8 MB
  005 Strategy intuition_en.vtt 4.6 KB
  005 Type of object Variable assignment.mp4 37 MB
  005 Type of object Variable assignment_en.vtt 4.3 KB
  006 Code the strategy.mp4 31.9 MB
  006 Code the strategy_en.vtt 3.5 KB
  006 Drawdown application.mp4 27.4 MB
  006 Drawdown application_en.vtt 2.4 KB
  006 Drawdown break strategy and Stop loss Complementary or substitutable.mp4 10.5 MB
  006 Drawdown break strategy and Stop loss Complementary or substitutable_en.vtt 1.2 KB
  006 Get current positions.mp4 19.4 MB
  006 Get current positions_en.vtt 1.6 KB
  006 Pandas Cleaning and selection data.mp4 81.6 MB
  006 Pandas Cleaning and selection data_en.vtt 8.6 KB
  006 Principal component analysis.mp4 52.7 MB
  006 Principal component analysis_en.vtt 3.5 KB
  006 Type of object Tuple and List.mp4 49.8 MB
  006 Type of object Tuple and List_en.vtt 5.8 KB
  007 Backtesting Function (1).mp4 21.2 MB
  007 Backtesting Function (1)_en.vtt 1.8 KB
  007 Fit the model.mp4 17.2 MB
  007 Fit the model_en.vtt 2 KB
  007 Pandas Conditional selection.mp4 26 MB
  007 Pandas Conditional selection_en.vtt 2.6 KB
  007 Run structure creation.mp4 32.7 MB
  007 Run structure creation_en.vtt 2.4 KB
  007 Type of object Dictionary.mp4 46.8 MB
  007 Type of object Dictionary_en.vtt 5.1 KB
  007 Verification graph.mp4 30.8 MB
  007 Verification graph_en.vtt 2.5 KB
  008 Backtesting Function (2).mp4 24.2 MB
  008 Backtesting Function (2)_en.vtt 1.9 KB
  008 Close all positions.mp4 10.9 MB
  008 Close all positions_en.vtt 512 B
  008 Compute the profit.mp4 25.1 MB
  008 Compute the profit_en.vtt 2.9 KB
  008 Make predicitons.mp4 19.7 MB
  008 Make predicitons_en.vtt 2.5 KB
  008 Matplotlib Graph.mp4 19.7 MB
  008 Matplotlib Graph_en.vtt 1.6 KB
  008 Type of object Set.mp4 28.7 MB
  008 Type of object Set_en.vtt 3.2 KB
  009 Application crypto backtesting.mp4 19 MB
  009 Application crypto backtesting_en.vtt 2.5 KB
  009 Automatization.mp4 55.4 MB
  009 Automatization_en.vtt 5.1 KB
  009 Compute the profit.mp4 21.3 MB
  009 Compute the profit_en.vtt 1.9 KB
  009 Live Trading application Random signal.mp4 32.8 MB
  009 Live Trading application Random signal_en.vtt 2.8 KB
  009 Matplotlib Scatter.mp4 14.3 MB
  009 Matplotlib Scatter_en.vtt 1.3 KB
  009 Python structures If Elif Else.mp4 40.9 MB
  009 Python structures If Elif Else_en.vtt 4.4 KB
  010 Apply to a crypto assets portfolio.mp4 34.3 MB
  010 Apply to a crypto assets portfolio_en.vtt 4.1 KB
  010 Automatization + Other example.mp4 33.3 MB
  010 Automatization + Other example_en.vtt 3.8 KB
  010 Live trading application Breakout strategy.mp4 40.5 MB
  010 Live trading application Breakout strategy_en.vtt 4.2 KB
  010 Matplotlib Tools.mp4 17.6 MB
  010 Matplotlib Tools_en.vtt 1.8 KB
  010 Python structures For.mp4 29.9 MB
  010 Python structures For_en.vtt 3.8 KB
  011 How to improve this strategy.mp4 19.5 MB
  011 How to improve this strategy_en.vtt 2.5 KB
  011 Python structures While.mp4 14.3 MB
  011 Python structures While_en.vtt 1.9 KB
  012 Functions Basics of function.mp4 32.7 MB
  012 Functions Basics of function_en.vtt 4.1 KB
  013 Functions Local variable.mp4 14.3 MB
  013 Functions Local variable_en.vtt 1.5 KB
  014 Functions Global variable.mp4 12.7 MB
  014 Functions Global variable_en.vtt 1.1 KB
  015 Functions Lambda function.mp4 13.2 MB
  015 Functions Lambda function_en.vtt 1.5 KB
  38797040-Explanation-random-forest.pdf 1.9 MB
  38797074-assets.csv 3.1 MB
  BTCUSD_D1.csv 160.6 KB
  Bonus Resources.txt 409.6 B
  DS_Store 6 KB
  ETCUSD_D1.csv 63.1 KB
  ETHUSD_D1.csv 103.8 KB
  Get Bonus Crypto Downloads Here.url 204.8 B
  LTCUSD_D1.csv 167.6 KB
  XMRUSD_D1.csv 42.4 KB
  _.DS_Store 102.4 B
  ▲ 169 total files

Description


Advanced Crypto strategies for Algorithmic trading 2022
https://FreeCryptoLearn.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
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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