article thumbnail

Modernizing Data Pipelines using Cloudera Data Platform – Part 1

Cloudera

As critical elements in supplying trusted, curated, and usable data for end-to-end analytic and machine learning workflows, the role of data pipelines is becoming indispensable. To learn more about leveraging data engineering for analytics success, download the Taking Your Data Lifecycle to the Next Level eBook.

Data 89
article thumbnail

What is AIOps?

CircleCI

IT infrastructure increasingly relies on complicated deployments, multi-cloud architectures, and huge amounts of data. AIOps uses machine learning and big data to assist IT operations. The strength of machine learning is its ability to analyze and act on this monumental amount of data.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

10 Steps to Achieve Enterprise Machine Learning Success

Cloudera

You’ve probably heard it more than once: Machine learning (ML) can take your digital transformation to another level. We recently published a Cloudera Special Edition of Production Machine Learning For Dummies eBook. Chapter six of the eBook focuses on the 10 steps for making ML operational.

article thumbnail

Automating Model Risk Compliance: Model Validation

DataRobot

Validating Modern Machine Learning (ML) Methods Prior to Productionization. Validating Machine Learning Models. Last time , we discussed the steps that a modeler must pay attention to when building out ML models to be utilized within the financial institution.

article thumbnail

Apiumhub among top IT industry leaders in Code Europe event

Apiumhub

Gema Parreño Piqueras – Lead Data Science @Apiumhub Gema Parreno is currently a Lead Data Scientist at Apiumhub, passionate about machine learning and video games, with three years of experience at BBVA and later at Google in ML Prototype. Twitter: [link] Linkedin: [link]. She started her own startup (Cubicus) in 2013.

article thumbnail

5 Success Stories That Show the Value of Enterprise Data Cloud

Cloudera

That’s because CDP has made it possible for them to modernize their legacy data platforms and extend machine learning (ML) and real-time analytics to public cloud, all while gaining cross-functional collaboration across the enterprise. . Its existing data architecture, however, wasn’t up for the gig.

article thumbnail

Keys to AI Success for IT Staff

DataRobot

Machine learning operations (MLOps) solutions allow all models to be monitored from a central location, regardless of where they are hosted or deployed. Manual processes cannot keep up with the speed and scale of the machine learning lifecycle , as it evolves constantly. Implement MLOps Tools. Download Now.