Every investor needs to think about how their portfolio is constructed. Optimizing your investment portfolio is essential to sound financial planning, particularly for those who have accumulated a sizable amount of assets. This is because a well-optimized portfolio can help you better meet your long-term financial goals. In addition, it will reduce the risk of your investments failing to perform as expected. A financial portfolio is a set of trading instruments that can be used to make money by automatically trading in the markets. The portfolio combines different ...

Introduction Pattern recognition is one of the critical components of algorithmic trading. It helps to improve our trading strategy by automatically identifying patterns in stock & FOREX price movements, which has been used for making investment decisions and improving the performance of All Algochurch Expert Advisors.   How does pattern recognition work? Pattern recognition is a form of machine learning, which is the process of training an algorithm to identify patterns in data and make predictions based on that information. Pattern recognition can be used in many applications, ...

Big data is a term used to describe the enormous amounts of data available today. Big Data is growing exponentially, and it's becoming more challenging to process and analyze. However, many problems cannot be solved efficiently with multicores alone. That's where parallel computing comes in! In this article, Algochurch experts will examine how parallel computing has been used in big data applications such as machine learning, deep learning, and artificial intelligence. Do we need powerful computers to analyze? The vast amounts of data available today require powerful computers ...