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08/1/2023
LLM has a performance problem inherent to its architecture: Latency
Large Language Models (LLMs) like ChatGPT have evolved the AI landscape, marked by their impressive ability to understand and generate human-like text across a wide range of topics and applications. Since the release of OpenAI’s ChatGPT, a flurry of companies, ranging from analytics vendors, to business management software packages, to…
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Artificial Intelligence
ChatGPT
Neural Networks
07/25/2023
Data Stack: The Ultimate Guide
Organizations across virtually every industry are turning to data to drive growth and maximize operational efficiency. But collecting, storing, analyzing, and governing data is easier said than done. To truly succeed with data, you need the right mix of talent and technology—commonly called the “data stack.” In this guide, we’ll…
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Artificial Intelligence
Data Collection
Machine Learning
Real-Time Data
11/10/2022
Is Now the Right Time for a Data Warehouse?
Data is an incredibly valuable asset for businesses of all shapes and sizes. And, with technology powering everything from sales to operational workflows, the amount of data generated by even small to midsize companies is substantial. What’s the best way to collect, analyze, and use all of this data? Data…
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Data Collection
Engineering
Software development
10/11/2022
The Case For a Data Platform, and How to Select One
Data is the new oil, as the saying goes. Increasing digitization of all the areas of the economy has made it easier to understand customers, discover unmet market needs, and optimize business workflows. Scalable digitization, though, requires moving beyond spreadsheets…
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Data Collection
Engineering
Software development
06/30/2022
Medical Search Engines and Machine Learning
Using search engines to look for information on medical issues takes up a significant percentage of all searches. Google first hit one trillion searches in 2011 and has never stopped climbing. In 2019, 7% of those were searches for something connected to medicine. That was before the COVID pandemic. So,…
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Engineering
Healthcare
Machine Learning
Software development
06/24/2022
ML and Predicting E-Banking Client Satisfaction
Retail banking is often an early adopter of Information Technologies. When it comes to data science, and in particular machine learning, the use cases involving banking that come to mind first usually focus on saving operating costs, fighting fraud, and raising forecasting accuracy. E-banking is often perceived as something disconnected…
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Engineering
Fintech
Machine Learning
Software development
06/9/2022
Artificial Intelligence is Restructuring Banking Operations
Banking operations are a vital, yet costly part of any financial institution’s expenses. In 2019, McKinsey reported that middle and back-office costs accounted for 18% of banks’ budgets. Being able to reduce those costs while also improving both the velocity and accuracy of those processes directly affects a bank’s bottom…
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Artificial Intelligence
Engineering
Fintech
Machine Learning
06/2/2022
Detection of Relationships between Banking Operations Using ML
Computers are good with numbers—in fact, one could argue that computers only understand numbers (even in the cases of natural language processing, commonly known as NLP, words and phrases are converted into numbers). With that in mind, we should not be surprised that the banking industry has had a…
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Chatbot
Engineering
Fintech
Machine Learning
05/26/2022
The Basics of Data Lakes in the Cloud
Data lakes are part of a fundamental shift in the storage, use and handling of data. Over the last 20 years, enterprises have increasingly relied on the availability of data for measuring performance and forecasting. Broadening access to data that at one time would have been siloed has changed the…
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Data Collection
Engineering
Software development
05/19/2022
Data Lakes on AWS
Data lakes are a product of the 21st century and the explosion in the variety of data generation and handling. They also feature in the breakdown of information silos and the need to reshape access to data to foster gains in business insights. But a data lake isn’t just a…
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Data Collection
Engineering
Software development
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