Arificial Intelligence and Machine Learning for Finance and Banks
Machine Learning is making huge leaps forward, with an increasing number of algorithms enabling us to solve complex real-world problems. This story is part of a deep dive series explaining the mechanics of Machine Learning ...
Anomaly detection is widely used by Data Scientists and Machine Learning Engineers to detect data that is the most different from the main, generalized part of your data. It is beneficial when setting up alerts ...
Goal of the project was, to explore the options available to create a model that could predict the price action over a select period of time. The variables that I decided to use were related ...
Machine Learning and deep learning have become new and effective strategies commonly used by quantitative hedge funds to maximize their profits. As an AI and finance enthusiast myself, this is exciting news as it combines ...
TLDR: In stock markets, past performance is not always a good predictor of future returns, and this makes predicting stock prices using machine learning difficult. Nonetheless, you can find my attempt here. *Prerequisite: familiarity with ...
Correlation is a very fundamental and viseral way of understanding how the stock market works and how strategies perform. Modern portfolio theory has made great progress in tying together stock data with portfolio selection. Today, ...
A strong credit risk management system in combination with AI and ML technologies can not only mitigate financial risks but also level up the effectiveness of decision-making processes, increasing a company’s profit. According to Statista, ...
How can machine learning be used to invest? The stock market is known as a place where people can make a fortune if they can crack the mantra to successfully predict stock prices. Though it’s ...
n this article I will show you how to build your own Python program to predict the price of Bitcoin (BTC) using a machine learning technique called Support Vector Machine. So you can start trading ...
Summary: BigData and DeepLearning are popular buzz words nowadays. But the number of the genuine success stories is relatively small. In trading the BigData technology is mostly associated with automatic analysis of the news and ...