Trading consists of purchasing and selling listed assets with high market liquidity such as: stocks, currencies and futures. then this financial market is used electronically and it is regulated (the trading and generation price is freely agreed through a negotiation process between the consumer and the trader. ). One of its objective is to obtain an economic benefit when the operation generates a capital income , repeating the process for a considerable number of operations, therefore it makes it possible to increase the initial capital. This article will approach the implementation of an algorithmic trading model which can help to maximize the profitability of a portfolio for cryptocurrency assets based on the application, combination and weighting of some of the most advanced mathematical techniques using the Python programming language, its libraries and some other tools in a controlled development environment and also guided by a previous research and training based on the topics planned for the completion and satisfaction of the project.
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