Category: MACHINE LEARNING

Can AI Replace Human Programmers?

Since the introduction of ChatGPT, numerous quantitative traders and portfolio managers have been intrigued by the potential of utilizing it to develop quantitative and algorithmic trading systems. The field of quantitative finance has been abuzz with excitement and speculation about the capabilities of ChatGPT. However, amidst the hype, it is …

How to Deal with Missing Financial Data

In the financial industry, data plays a critical role in enabling managers to make informed decisions and manage risk effectively. Financial data can come from a wide range of sources, including economic indicators, company financial statements, market data, customer transaction histories, and social media sentiment. By analyzing this data, financial …

AI Aging: Model Quality Degradation

Artificial Intelligence (AI) and Machine Learning (ML) are two rapidly growing fields that have revolutionized the way we process and analyze data. AI refers to the development of computer systems that can perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and natural language processing. …

Forecasting Earnings and Returns

Data science and machine learning have made great progress in the past few years. They are being applied successfully in many areas such as computer vision, natural language processing, and predictive analytics. In the financial market, however, there are still many uncertainties and risks that the new technology cannot predict. …

How Data Science is Used in Healthcare

Data science is a relatively new field that is quickly growing in popularity. Professionals with skills in data science are in high demand, as businesses and organizations realize the importance of analyzing data to make informed decisions. In this blog post, we will explore how data science is used in …

What Data Science Does and How It Can Benefit You

Data science is one of the most important and rapidly-growing fields today. But what does data science actually do? In this blog post, we will discuss what data science is and how it can benefit you. We will also cover the different types of jobs that are available in the …

Machine Learning: Is More Data Always Better?

Data science and machine learning are advancing at a rapid pace. They’re now being applied in areas as diverse as healthcare, retail, marketing, and finance. However, a key question that still needs to be answered is: how much data do you need to train these models? The answer, it turns …