Backtesting Crypto Trading Strategies with Python & C++ 2021

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名前:	Backtesting Crypto Trading Strategies with Python & C++ 2021
_DESCRIPTION_: Description Backtest your trading ideas before implementing them in real conditions! Backtesting is an essential step when elaborating a trading strategy. This course will explain how you can use programming to estimate the potential performance of your strategy and avoid unpleasant surprises in live trading. By the end of the course, you will be able to build your own backtesting framework and comfortably use all its features. Collect and store large amounts of market data Before starting to backtest, you need to have a reliable system that collects, stores and organizes the data. You will learn how to fetch data from any cryptocurrency exchange (Binance, FTX…) and store candlestick data efficiently in a powerful file format: HDF5. Many developers do not yet know about this file format, so you will have the upper hand by learning it! Get your coding skills to the next level with Python AND C++ Python serves as the ideal programming language for building the main features of your backtesting system. You will also use the Pandas library to calculate technical indicators from scratch and control the output of this calculation with precision. But that’s not all: Do you want to perform backtesting on a large amount of data with many complex operations? This requires a lot of computing power, and this is where C++ coding can be incredibly useful. You will be surprised to discover that C++ is not as scary as it may seem. Have a scientific approach to your backtesting: use an optimization algorithm! This course is ambitious, and it addresses real-world problems: you’ll want to find parameters for your strategy that will maximize its performance. To help you with this task, you will learn how to write an optimization algorithm from the Genetic Algorithm family: NSGA-2. When it comes to backtesting, this approach is unique, and you won’t find it anywhere else. Most of the content of this course can be applied to traditional markets like the stock market. Disclaimer: This course is not investment advice. The trading strategies are presented as examples. Who this course is for: Traders who wish to backtest their strategies efficiently Crypto exchange users who want to collect market data and store it Developers who want to combine Python & C++ Anyone interested in multi-objective optimization with Genetic Algorithms Requirements Basic Python knowledge (know what a class/object is, dictionaries, lists, functions, loops, etc.) Basic knowledge about trading (what candlesticks are, Long/Short…) Last Updated 9/2021
YouTube動画:
カテゴリ:	Tutorials
言語:	English
合計サイズ:	2.78 GB
情報のハッシュ:	570BA579DE7A4D7366621AA91D712557662095C9
を追加することによって:	tutsnode
追加日:	2021-10-08 09:18:23
トレントステータス:	Torrent Verified

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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/1. Why Is Backtesting Essential.mp4	24.70 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/1. Why Is Backtesting Essential.srt	7.24 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/2. Common Mistakes When Backtesting.mp4	31.56 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/2. Common Mistakes When Backtesting.srt	9.08 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/3. Course Organization.mp4	12.22 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/3. Course Organization.srt	4.30 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/1. Install Python 3.mp4	10.49 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/1. Install Python 3.srt	2.07 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/2. Install and Configure PyCharm.mp4	21.86 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/2. Install and Configure PyCharm.srt	6.34 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/3. Source Code for Each Lecture.html	426.00 B
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/3.1 source_code.zip	662.77 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/1. What is an API and How to Use it.mp4	19.45 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/1. What is an API and How to Use it.srt	5.16 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/2. Create an Entry Point Logger Exchange Class.mp4	19.10 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/2. Create an Entry Point Logger Exchange Class.srt	6.75 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/3. Create the Binance Client Class.mp4	34.22 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/3. Create the Binance Client Class.srt	11.83 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/4. Request the List of Symbols.mp4	29.02 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/4. Request the List of Symbols.srt	7.44 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/5. Request Historical Data From Binance.mp4	41.04 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/5. Request Historical Data From Binance.srt	10.43 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/6. Request Historical Data From Any Crypto Exchange.mp4	61.48 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/6. Request Historical Data From Any Crypto Exchange.srt	13.36 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/7. Collect the Full Price History of a Symbol (Part 1).mp4	54.04 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/7. Collect the Full Price History of a Symbol (Part 1).srt	17.72 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/8. Collect the Full Price History of a Symbol (Part 2).mp4	43.51 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/8. Collect the Full Price History of a Symbol (Part 2).srt	11.52 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/1. What Is HDF5 and Why Use it.mp4	45.56 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/1. What Is HDF5 and Why Use it.srt	12.18 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/2. Create an HDF5 Dataset With h5py.mp4	12.94 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/2. Create an HDF5 Dataset With h5py.srt	3.98 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/3. Insert Data to a Dataset.mp4	29.15 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/3. Insert Data to a Dataset.srt	6.65 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/4. Get the MinMax Timestamp of the Dataset.mp4	49.04 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/4. Get the MinMax Timestamp of the Dataset.srt	9.29 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/5. Fetch Data From a Dataset.mp4	69.42 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/5. Fetch Data From a Dataset.srt	13.18 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/6. Convert 1-minute Candlesticks to any Timeframe.mp4	32.98 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/4. Storing the Market Data to an HDF5 Database/6. Convert 1-minute Candlesticks to any Timeframe.srt	7.91 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/1. Introduction to Backtesting With Python.mp4	48.04 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/1. Introduction to Backtesting With Python.srt	13.28 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/10. Support & Resistance Coding Open Close Positions.mp4	33.80 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/10. Support & Resistance Coding Open Close Positions.srt	6.73 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/11. Dynamically Input Your Parameters.mp4	47.29 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/11. Dynamically Input Your Parameters.srt	7.81 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/12. Speed Up Your Backtest With Numpy Arrays.mp4	30.99 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/12. Speed Up Your Backtest With Numpy Arrays.srt	4.86 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/13. Performance Indicator the Maximum Drawdown.mp4	33.25 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/13. Performance Indicator the Maximum Drawdown.srt	5.14 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/2. On-Balance Volume Trading Strategy.mp4	25.54 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/2. On-Balance Volume Trading Strategy.srt	6.77 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/3. Backtesting Interface.mp4	38.21 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/3. Backtesting Interface.srt	6.77 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/4. On-Balance Volume Coding.mp4	89.36 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/4. On-Balance Volume Coding.srt	16.17 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/5. Ichimoku Trading Strategy.mp4	24.74 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/5. Ichimoku Trading Strategy.srt	6.93 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/6. Ichimoku Coding.mp4	86.04 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/6. Ichimoku Coding.srt	18.56 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/7. Support & Resistance Trading Strategy.mp4	22.33 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/7. Support & Resistance Trading Strategy.srt	6.24 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/8. Support & Resistance Coding Identify the Price Levels.mp4	76.57 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/8. Support & Resistance Coding Identify the Price Levels.srt	20.24 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/9. Support & Resistance Coding Check the Breakouts.mp4	74.89 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/9. Support & Resistance Coding Check the Breakouts.srt	14.87 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/1. Set Up the C++ Coding Environment (Windows users).mp4	74.70 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/1. Set Up the C++ Coding Environment (Windows users).srt	11.31 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/1.1 cmake_kit.json	318.00 B
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/10. Parabolic SAR Coding.mp4	87.59 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/10. Parabolic SAR Coding.srt	17.54 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/11. Load Your C++ Library Into Python.mp4	125.34 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/11. Load Your C++ Library Into Python.srt	20.01 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/2. Set Up the C++ Coding Environment (Mac OS users).mp4	96.70 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/2. Set Up the C++ Coding Environment (Mac OS users).srt	8.17 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/3. Run Your First C++ Program.mp4	28.40 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/3. Run Your First C++ Program.srt	6.94 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/4. Open and Close an HDF5 File With the C library.mp4	65.90 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/4. Open and Close an HDF5 File With the C library.srt	16.57 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/5. Get the HDF5 Data.mp4	113.36 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/5. Get the HDF5 Data.srt	21.50 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/6. Resample the 1-minute Candlesticks.mp4	154.42 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/6. Resample the 1-minute Candlesticks.srt	28.20 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/7. SMA Cross-over Strategy Class.mp4	73.13 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/7. SMA Cross-over Strategy Class.srt	12.27 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/8. SMA Cross-over Strategy Execute the Backtest.mp4	61.20 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/8. SMA Cross-over Strategy Execute the Backtest.srt	10.79 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/9. Parabolic SAR Trading Strategy.mp4	16.97 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/9. Parabolic SAR Trading Strategy.srt	4.79 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/1. Introduction to Optimization and Genetic Algorithms.mp4	71.93 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/1. Introduction to Optimization and Genetic Algorithms.srt	21.54 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/10. Implement the NSGA-2 Process.mp4	90.16 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/10. Implement the NSGA-2 Process.srt	16.53 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/2. Prepare the Optimizer Module.mp4	56.76 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/2. Prepare the Optimizer Module.srt	8.99 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/3. Generate the Initial Population.mp4	77.72 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/3. Generate the Initial Population.srt	16.71 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/4. Evaluate the Population.mp4	43.65 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/4. Evaluate the Population.srt	4.76 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/5. Non-Dominated Sorting.mp4	83.23 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/5. Non-Dominated Sorting.srt	15.27 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/6. Crowding Distance Calculation.mp4	50.71 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/6. Crowding Distance Calculation.srt	8.60 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/7. Generate the Offspring Population.mp4	107.51 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/7. Generate the Offspring Population.srt	19.55 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/8. Create the Next Generation.mp4	26.76 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/8. Create the Next Generation.srt	5.56 kB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/9. Random Parameter Constraints.mp4	36.39 MB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/9. Random Parameter Constraints.srt	6.33 kB

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Backtesting Crypto Trading Strategies with Python & C++ 2021