Posts by Melody Smith
Reinforcement Learning: Teaching AI to Make Better Decisions
Artificial intelligence (AI) systems do not automatically know what constitutes a good answer. They must learn. One of the most powerful approaches for teaching AI how to improve its behavior is reinforcement learning. Reinforcement learning is a machine learning technique in which an AI system learns through trial and error. Rather than being explicitly told…
Read MoreData Science is Shaping the Future of Data Management in the Age of AI
Artificial intelligence (AI) is transforming nearly every industry, but rather than eliminating careers in data science, it is making them more important than ever. As organizations increasingly rely on AI-driven insights and automation, the demand for professionals who can understand, manage and govern data continues to grow. This interesting topic came to us from Brandeis…
Read MoreData Qualityis the Foundation of Successful AI Adoption
Artificial intelligence (AI) has enormous potential to transform organizations, but its success depends on one very critical factor: data quality. AI systems learn patterns, identify relationships and generate insights based entirely on the information they receive. If that information is inaccurate, incomplete or outdated, the results will be flawed. This important and timely topic came…
Read MoreThe Foundation of Digital Transformation
Digital transformation is often associated with new technologies, artificial intelligence (AI) and modern applications. However, technology alone does not create transformation. The real foundation of digital transformation is understanding your data and using analytics to turn information into meaningful insights. This important topic came to us from CU Insight in their article, “Demystifying data: Beginning…
Read MoreLocation, Location, Location
Organizations spend significant time discussing how much data they have and what they can do with it. Far less attention is given to an equally important question: Where does the data live? The AI Journal brought this important topic to us in their article, “Why where your data lives matters just as much as what…
Read MoreMachine Learning vs. Deep Learning: Why Taxonomies Matter More Than Ever
Artificial intelligence (AI) often feels like a collection of buzzwords. Terms like machine learning, deep learning and generative AI are frequently used interchangeably, even though they describe different technologies. Understanding the distinction between machine learning and deep learning is important not only for selecting the right tools but also for preparing the data and knowledge…
Read MoreMoving Beyond Data to Understanding Connections
Artificial intelligence (AI) has traditionally focused on analyzing individual pieces of data like documents, records, transactions, images, etc. Relational AI represents the next progression by emphasizing something equally important: the relationships between those pieces of information. Business Insider brought us this important topic in their article, “RelationalAI Recognized as One to Watch in Snowflake’s Modern…
Read MoreAI and Investing: Opportunity, Speed and New Risks
Artificial intelligence (AI) is transforming the world of investing. From analyzing market trends and identifying trading opportunities to assessing risk and detecting fraud, AI enables investors to process vast amounts of information faster than ever before. This important subject was shared with us by T.RowePrice in their article, “AI in the investment process.” Traditional investment…
Read MoreAI Works Best on Its Own Terms
Artificial intelligence (AI) has become a powerful tool for organizations seeking insights, efficiency and competitive advantage. However, many AI initiatives struggle not because the technology is flawed, but because organizations expect AI to work with data that was never designed for intelligent systems. This interesting and important topic came to us from CDO Trends in…
Read MoreAccess Innovations Inc. Releases Full Web Version of Award-Winning Data Harmony Software Suite and Announces Version 3.18 Updates
Access Innovations, Inc. has announced the release of DH Web, the first fully web-supported version of its award-winning software, Data Harmony, as well Version 3.18 of the software. DH Web has several features designed to make it seamless to use. Its top navigation provides more workspace and is easier to navigate. Intuitive, active icons link directly…
Read More