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Generative AI vs. predictive AI: What’s the difference?

Aug 9, 2024 | ibm.com | Rina Caballar |IBM Data

Many generative AI tools seem to possess the power of prediction. Conversational AI chatbots like ChatGPT can suggest the next verse in a song or poem. Software like DALL-E or Midjourney can create original art or realistic images from natural language descriptions. Code completion tools like GitHub Copilot can recommend the next few lines of code. But generative AI is not predictive AI.
Mastering healthcare data governance with data lineage

May 9, 2024 | ibm.com | IBM Data

The healthcare industry faces arguably the highest stakes when it comes to data governance. For starters, healthcare organizations constantly encounter vast (and ever-increasing) amounts of highly regulated personal data. The impact of healthcare data usage on people’s lives lies at the heart of why data governance in healthcare is so crucial.In healthcare, managing the accuracy, quality and integrity of data is the focus of data governance.
Open source large language models: Benefits, risks and types

Sep 27, 2023 | ibm.com | IBM Data

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. There are two types of these generative AI models: proprietary large language models and open source large language models. Proprietary LLMs are owned by a company and can only be used by customers that purchase a license.
Take advantage of AI and use it to make your business better

Aug 15, 2023 | ibm.com | IBM Data

Artificial intelligence (AI) adoption is here. Organizations are no longer asking whether to add AI capabilities, but how they plan to use this quickly emerging technology. In fact, the use of artificial intelligence in business is developing beyond small, use-case specific applications into a paradigm that places AI at the strategic core of business operations.
MLOps And The Evolution Of Data Science

Aug 11, 2023 | zephyrnet.com | IBM Data

The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. The information can deepen our understanding of how our world works—and help create better and “smarter” products.
MLOps And The Evolution Of Data Science

Aug 11, 2023 | zephyrnet.com | IBM Data

The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. The information can deepen our understanding of how our world works—and help create better and “smarter” products.
Data democratization: How data architecture can drive business decisions and AI initiatives

Aug 4, 2023 | ibm.com | IBM Data

Data democratization, much like the term digital transformation five years ago, has become a popular buzzword throughout organizations, from IT departments to the C-suite. It’s often described as a way to simply increase data access, but the transition is about far more than that.
How foundation models and data stores unlock the business potential of generative AI

Aug 1, 2023 | ibm.com | IBM Data

True to their name, generative AI models generate text, images, code, or other responses based on a user’s prompt. Organizations that utilize them correctly can see a myriad of benefits—from increased operational efficiency and improved decision-making to the rapid creation of marketing content. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible? That’s where the foundation model enters the picture.
Revolutionising Customer Service with Conversational & Generative AI

Jul 10, 2023 | allevents.in | IBM Data

About this EventJoin IBM for an afternoon where you will learn:Key aspects of Conversational AI, like chatbots & virtual assistantsThe role of Generative AI in crafting contextually relevant responsesA real-world Conversational AI Customer Success StoryChallenges & opportunities in implementing AI-driven customer serviceAfterwards we will have the opportunity to have a swing at an indoor golf simulator.