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Loading data into R can be quite frustrating. Almost every single type of file that you want to get into R seems to require its function, and even then, you might get lost in the functions’ arguments. In short, it can be fairly easy to mix up things from time to time, whether you...
its code is concise and close to plain English. In this article, I show how easy it is to build a Python cash flow model for loan payments by using the most basic functions, packages, and data structures.
Like in previous years, CS50 ends with an open-endedsoftware project— an opportunity for students to put into practice what they’ve learned throughout the course. Different Certificate Types So, you think this course is for you, and you’d like to get started. Great! But before, the...
A ticker is a report of the price of a certain cryptocurrency, updated continuously throughout the trading session. To get a ticker, we use the get_ticker function. get_ticker.py #!/usr/bin/python import asyncio import json from binance import AsyncClient async def main(): client = await...
All the concepts covered in this blog are taken from thisQuantra learning trackon Options Trading Strategies In Python: Advanced. You can take aFree Previewof the course. Get ready to embark on an exciting journey into the realm of gamma scalping with this blog that covers: ...
The need for Pickle Python When we process large amounts of data in our analysis and backtesting, the machine needs a few hours, if not days, to process all the information. The backtesting of a large portfolio of financial assets with historical data running into decades or the training ...
TheStock and Options Trading Data Provider APIis a REST API. In simple terms, aREST APIexposes data in the form of HTTP URLs (also known asREST endpoints). An application (known as aREST clientorclient application) can query theREST APIto obtain the data. In order to query...
If we put all these steps together, we get the following little code snippet, which we can subsequently put through our first backtest:Backtesting the Python Bot on Historical Data In order to evaluate our beginner-level cryptocurrency trading bot, we run the above code in the Trality backte...
When there are more than a few weeks' or months' of data to be processed together, the potential of the MapReduce program can be truly exploited. How to Implement MapReduce MapReduce programs are not just restricted to Java. They can also be written in C, C++, Python, Ruby, Perl, ...