PirateBay Download | backtesting crypto trading strategies python c 2021

backtesting crypto trading strategies python c 2021

Type:: Other
Files:: 163
Size:: 2.8 GB
Uploaded On:: Oct. 8, 2021, 1:18 a.m.
Added By:: tuts756
Seeders:: 6
Leechers:: 0
Info Hash:: 570BA579DE7A4D7366621AA91D712557662095C9

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

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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/6. Resample the 1-minute Candlesticks.mp4 154.4 MB
TutsNode.com.txt 63 bytes
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/6. Resample the 1-minute Candlesticks.srt 28.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/1. Introduction to Optimization and Genetic Algorithms.srt 21.5 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/5. Get the HDF5 Data.srt 21.5 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/8. Support & Resistance Coding Identify the Price Levels.srt 20.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/11. Load Your C++ Library Into Python.srt 20.0 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/7. Generate the Offspring Population.srt 19.6 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/6. Ichimoku Coding.srt 18.6 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/1. Install Python 3.srt 2.1 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).srt 17.7 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/10. Parabolic SAR Coding.srt 17.5 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 bytes
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/3. Generate the Initial Population.srt 16.7 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.srt 16.6 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/10. Implement the NSGA-2 Process.srt 16.5 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/4. On-Balance Volume Coding.srt 16.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/5. Non-Dominated Sorting.srt 15.3 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/9. Support & Resistance Coding Check the Breakouts.srt 14.9 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/6. Request Historical Data From Any Crypto Exchange.srt 13.4 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/1. Introduction to Backtesting With Python.srt 13.3 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.srt 13.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/7. SMA Cross-over Strategy Class.srt 12.3 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.srt 12.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/3. Create the Binance Client Class.srt 11.8 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).srt 11.5 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).srt 11.3 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.srt 10.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/5. Request Historical Data From Binance.srt 10.4 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.srt 9.3 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/2. Common Mistakes When Backtesting.srt 9.1 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/2. Prepare the Optimizer Module.srt 9.0 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/6. Crowding Distance Calculation.srt 8.6 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).srt 8.2 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.srt 7.9 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/11. Dynamically Input Your Parameters.srt 7.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/4. Request the List of Symbols.srt 7.4 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/1. Why Is Backtesting Essential.srt 7.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/3. Run Your First C++ Program.srt 6.9 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/5. Ichimoku Trading Strategy.srt 6.9 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/2. On-Balance Volume Trading Strategy.srt 6.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/3. Backtesting Interface.srt 6.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/2. Create an Entry Point Logger Exchange Class.srt 6.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/10. Support & Resistance Coding Open Close Positions.srt 6.7 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.srt 6.6 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/2. Install and Configure PyCharm.srt 6.3 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/9. Random Parameter Constraints.srt 6.3 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/7. Support & Resistance Trading Strategy.srt 6.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/8. Create the Next Generation.srt 5.6 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.srt 5.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/13. Performance Indicator the Maximum Drawdown.srt 5.1 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/12. Speed Up Your Backtest With Numpy Arrays.srt 4.9 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/9. Parabolic SAR Trading Strategy.srt 4.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/4. Evaluate the Population.srt 4.8 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/3. Course Organization.srt 4.3 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.srt 4.0 KB
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/11. Load Your C++ Library Into Python.mp4 125.3 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/5. Get the HDF5 Data.mp4 113.4 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/7. Generate the Offspring Population.mp4 107.5 MB
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[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 96.7 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/10. Implement the NSGA-2 Process.mp4 90.2 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/4. On-Balance Volume Coding.mp4 89.4 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/10. Parabolic SAR Coding.mp4 87.6 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/6. Ichimoku Coding.mp4 86.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/5. Non-Dominated Sorting.mp4 83.2 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/3. Generate the Initial Population.mp4 77.7 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/8. Support & Resistance Coding Identify the Price Levels.mp4 76.6 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/9. Support & Resistance Coding Check the Breakouts.mp4 74.9 MB
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[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 74.7 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/7. SMA Cross-over Strategy Class.mp4 73.1 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/1. Introduction to Optimization and Genetic Algorithms.mp4 71.9 MB
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[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 69.4 MB
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[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 65.9 MB
.pad/17 102.2 KB
[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/6. Request Historical Data From Any Crypto Exchange.mp4 61.5 MB
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[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 61.2 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/2. Prepare the Optimizer Module.mp4 56.8 MB
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[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 54.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/6. Crowding Distance Calculation.mp4 50.7 MB
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[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 49.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/1. Introduction to Backtesting With Python.mp4 48.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/11. Dynamically Input Your Parameters.mp4 47.3 MB
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[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 45.6 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/4. Evaluate the Population.mp4 43.6 MB
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[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 43.5 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/5. Request Historical Data From Binance.mp4 41.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/3. Backtesting Interface.mp4 38.2 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/9. Random Parameter Constraints.mp4 36.4 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/3. Create the Binance Client Class.mp4 34.2 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/10. Support & Resistance Coding Open Close Positions.mp4 33.8 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/13. Performance Indicator the Maximum Drawdown.mp4 33.2 MB
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[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 33.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/2. Common Mistakes When Backtesting.mp4 31.6 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/12. Speed Up Your Backtest With Numpy Arrays.mp4 31.0 MB
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[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 29.1 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/4. Request the List of Symbols.mp4 29.0 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/3. Run Your First C++ Program.mp4 28.4 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/7. Backtesting Optimization/8. Create the Next Generation.mp4 26.8 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/2. On-Balance Volume Trading Strategy.mp4 25.5 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/5. Ichimoku Trading Strategy.mp4 24.7 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/1. Why Is Backtesting Essential.mp4 24.7 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/5. Strategy Backtesting With Python/7. Support & Resistance Trading Strategy.mp4 22.3 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/2. Install and Configure PyCharm.mp4 21.9 MB
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[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 19.5 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/3. Market Data Collection/2. Create an Entry Point Logger Exchange Class.mp4 19.1 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/6. High-performance Backtesting with C++/9. Parabolic SAR Trading Strategy.mp4 17.0 MB
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[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 12.9 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/1. Introduction/3. Course Organization.mp4 12.2 MB
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[TutsNode.com] - Backtesting Crypto Trading Strategies with Python & C++ 2021/2. Setting Up the Coding Environment/1. Install Python 3.mp4 10.5 MB

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backtesting crypto trading strategies python c 2021

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