Click to learn more about author Scott Reed. Building an accurate, fast, and performant model founded upon strong Data Quality standards is no easy task. Taking the model into production with governance workflows and monitoring for sustainability is even more challenging. Finally, ensuring the model is explainable, transparent, and fair based on your organization’s ethics […]
What Is KNN Classification and How Can This Analysis Help an Enterprise?
Click to learn more about author Kartik Patel. In this article, we will discuss the KNN Classification method of analysis. What Is the KNN Classification Algorithm? The KNN (K Nearest Neighbors) algorithm analyzes all available data points and classifies this data, then classifies new cases based on these established categories. It is useful for recognizing patterns […]
A Guide to Predictive Data Analytics (Making Decisions for the Future)
Click to learn more about author Ram Tavva. Everyone wants to succeed in their business, but some might choose an unwise approach toward it, while others might mess with the wrong set of data. A lousy hit wastes a lot of time and energy predicting the future and understanding the newest trends. But those problems […]
Exploring a Chemistry Ontology
Click to learn more about author Martyna Pawletta. We are often asked if it’s possible to work with ontologies. By “work with ontologies,” people can mean many different things, but let’s focus today on one particular ontology and basic tasks, including reading and querying ontologies to create an interactive tool at the end. For this purpose, today, we dive […]
Why Reusable Data Cores Are Key to Future-Proofing Enterprises
Click here to learn more about author Sri Raghavan. The enterprise of the future is built on data. Today’s business leaders generally understand that data is critical to rapidly increasing revenue and profitability. Yet most businesses still treat data as a siloed commodity and manage it poorly, leaving many employees unable to access important data […]
Not All Embedded Analytics and BI Solutions Are the Same
Click to learn more about author Daniel Jebaraj. Your enterprise software is outstanding in its functionality. You have a solid value proposition with your target market. To make your offering even more attractive, you’ve decided to embed analytics and business intelligence (ABI) into your product. So far, so good. But which embedded ABI solution will you select? Multiple options […]
7 Essential Data Science Skills for Every Employee
First and foremost, what, exactly, is Data Science? Data Science is a multidisciplinary field that uses processes, algorithms, and systems to obtain various insights coming from both structured and unstructured data. It is related to data mining, machine learning, and big data. What Data Science skills are essential for success – for not only data […]
Closing the Logistics Data Gap
Click to learn more about author Oleg Yanchyk. While data has been proliferating throughout the supply chain, helping companies drive efficiency and boost revenue, there’s one notable area that’s lagging behind: logistics. Of course, businesses have general data available to measure when products are picked up and dropped off and provide some general insight into […]
Health Care: How to Create a Data-Driven Mindset and Skills
Click to learn more about author Helena Schwenk. Health care organizations across the world are in varying stages of maturity when it comes to data and working with their data assets. Sure, they all store and manage their data in some way, but in 2021, I hope forward-thinking organizations are addressing the key questions. What’s […]
Unlocking the Role of Big Data in Facilities Management
Click to learn more about author Ray Brosnan. Facilities management is a broad discipline that involves the management and optimization of a business’ environment, property, equipment, and people to achieve maximum process efficiency, personnel comfort, and organizational productivity. Big data, on the other hand, refers to the large-scale collection of relevant data by an organization and […]