predictive analytics

Data Warehouse in the Age of AI Maturity

The MemSQL maturity framework for data warehousing in the age of artificial intelligence depicts the journey of digital transformation. Caption: Data Warehouse in the Age of AI Maturity Framework by MemSQL. Consisting of three epics and seven maturation stages that symbolize increasing strategic value, the framework outlines the transformation from descriptive analytics to predictive analytics to prescriptive analytics for modern organizations and enterprises.   In this blog post, we...


Machine Learning Podcast

O’Reilly Radar Podcast: The 2017 Machine Learning Outlook

O’Reilly Media Editor, Jon Bruner, recently sat down with MemSQL VP of Engineering, Drew Paroski, and MemSQL CMO, Gary Orenstein, to discuss the rapid growth and impact that machine learning will have in 2017. In this podcast, Paroski and Orenstein share examples from companies using real-time technologies to power machine learning applications. They also identify key trends driving the adoption of machine learning and predictive analytics. Listen Here Podcast topics of discussion include: ...


predictive analytics for supply chain management

MemEx: Predictive Analytics for Global Supply Chain Management

The Internet of Things (IoT) produces staggering amounts of data daily. Real-time analysis of this data helps businesses address the demands of consumers in today’s always-on economy. Supply chain management exemplifies IoT impact on manufacturing industries. With a multitude of moving parts like vehicles, shipping containers, and packages functioning as sources of data, companies need more advanced methods for ingesting and analyzing IoT data. Most companies use descriptive analytics, but...


Path to Predictive Analytics Book

The Path to Predictive Analytics and Machine Learning - Free O’REILLY Book

Organizations once waited hours, days, or even weeks to get a handle on their data. In an earlier era, that sufficed. But with today’s endless stream of zeros and ones, data must be usable right away. It’s the crux of decision making for enterprises competing in the modern era. Recognizing cross-industry interest in massive data ingest and analytics, we teamed up with O’Reilly Media on a new book: The Path to Predictive Analytics and Machine Learning. In this book, we share the latest step...


PowerStream

Using MemSQL and Spark for Machine Learning

At Spark Summit in San Francisco, we highlighted our PowerStream showcase application, which processes and analyzes data from over 2 million sensors on 200,000 wind turbines installed around the world. We sat down with one of our PowerStream engineers, John Bowler, to discuss his work on our integrated MemSQL and Apache Spark solutions. What is the relationship between MemSQL and Spark? At its core, MemSQL is a database engine, and Spark is a powerful option for writing code to transform data....