Reducing insurance loss ratios with data science and AI algorithms
Insurance plays a pivotal role in providing financial security against unforeseen risks and losses. A critical metric for evaluating the financial performance and health ...
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How to address concept drift in machine learning
Because of concept drift in machine learning, models built for forecasting will almost always experience drops in performance and accuracy over time. Can artificial intel...
Empowering decision-making with AI in data analytics
In order to evaluate large datasets, spot trends, and deliver useful insights, machine learning algorithms, and predictive models are used in data analytics to empower de...
Critical Decision Making for Enterprise AI
Interview with Vincent Koc, MIT Program Mentor Introduction: Bridging AI and Enterprise On this episode of the AI Think Tank podcast, I had the pleasure of sitting down w...
Python tips: Turn images into text effectively
There are multiple scenarios where you’d need to get the text contained in a picture. For example, when you see a detailed infographic or a poster with words that can b...
Data Economic Multiplier Effect Explained
One of my career breakthroughs occurred when I was teaching at the University of San Francisco School of Management. I kicked off a research project to determine how to t...
How generative AI can enhance customer operations, sales, marketing, and software engineering
The arrival of Generative AI has triggered widespread attention, prompting every organization to prioritize it, with many transitioning from the “what” to the...
The impact of smart transformers on modernizing the power grid
Smart transformers are cutting-edge technologies necessary to modernizing aging power grids. These data-driven devices can manage electricity in a way that the traditiona...
How differential privacy techniques protect PII in data analytics
Data analytics tools allow users to quickly and thoroughly analyze large quantities of material, accelerating important processes. However, individuals must ensure to mai...
Large AI Apps: Optimizing the Databases Behind the Scenes
In this article, I describe some of the most common types of databases that apps such as RAG or LLM rely upon. I also provide tips and techniques on how to optimize these...