Tag "AI"

AI-Powered Data Management Is the Key to Vaccine Discovery

As pharmaceutical and clinical research organizations around the world race to discover and inoculate the global population with a vaccine for COVID-19, artificial intelligence (AI) will play a key role in ensuring that trustworthy, relevant, and timely drug-discovery data can be used to understand and eradicate this global threat. Drug discovery has traditionally been a... more

MLOps: Operationalize Your Machine Learning Models

Realize the Benefits of AI with the Right Framework In the current economic environment, organizations are focused on KPIs and metrics that matter today and in the near term. They are adopting analytics in the cloud, many by building cloud lakehouses, which blend the best of both worlds in cloud data warehouses and data lakes,... more

7 Habits of Highly Effective Artificial Intelligence (AI) and Machine Learning (ML) Prototypers

Modern machine learning (ML) practitioners are accustomed to living the agile way: building success incrementally, failing quickly, and going through that “feature extraction > feature selection > modelling > evaluation” loop many, many times. A successful ML solution isn’t luck: it’s all about taking a small step, learning as much as possible from it, and... more

Master the Art of Data Science With Self-Service Data Preparation

Data preparation is what every AI and machine learning project needs right now. Roughly speaking, data preparation involves cleansing and transforming data before it’s used in analytics. To explain why it’s so important, let’s take a step back to an ancient board game. Go is a popular board game with origins in Asia. The aim... more

Modern Soldiers: Balancing Experience-Centric and Data-Driven Decision Making

From adolescence to adulthood, the ability to make sound decisions is one of the hardest milestones to achieve. We’re faced with decisions every day—everything from what we wear in the morning to the type of breakfast we choose to eat. In research at MIT on the cost-benefit conflict—which involves choosing between options that have both... more

Data Is the foundation for AI and Analytics. 9 Questions to Get It Right.

AI and analytics are clearly big trends in 2020. Many organizations are investing in AI and analytics in the cloud—modernizing data warehouses and data lakes—with the goal of achieving dramatic improvements in performance and competitive advantage. But are they building the right data foundation to achieve their goals? In “Reengineering Work: Don’t Automate, Obliterate,” an... more

Don’t You Just Love being in Control?!

Earlier this year, Alex Tim and I delivered a workshop at the UX STRAT conference in Amsterdam. We developed our “AI Design for Enterprise Products” workshop for UX designers across industries, and centered around our experience working on CLAIRE, Informatica’s cutting edge AI technology featured in many of the company’s products. We spent the majority... more