Blog & Company Updates

MLOps: How To Automate The Machine Learning Model Pipeline

Machine learning, an application of artificial intelligence (AI) that allows computers to automatically learn and improve based on experience, is often regarded as one of the most advanced industries on the planet. The time it takes to move from concept to manufacture and generate economic value is a significant barrier in the industry.

 

In a recent webinar, hosted by Data Analytics Consultant Brad Jarrett, we offered an overview of machine learning and the Azure Machine Learning Service. We also looked at essential principles in the machine learning (ML) CI/CD process.

 

Additional topics covered:

  • How to efficiently get a model deployed into production
  • What tools are available on the market
  • The ML model lifecycle

 

If you are concerned about testing and approval gates or worried about model performance and data drifting, this webinar is for you. You can watch the entire webinar by clicking the link below.

 

Be sure to join us each week for our free webinars that happen every Tuesday at 11 AM ET. Our webinars cover a wide range of Azure topics and are presented by industry experts. Check out what webinars are coming up on our events calendar.

Need further help? Our expert team and solution offerings can help your business with any Azure product or service, including Managed Services offerings. Contact us at 888-8AZURE or  [email protected].

Author

  • 3Cloud is a “born in the cloud” Gold-certified Microsoft Azure technology consulting firm and Azure Expert Managed Services Provider that provides cloud strategy, design, implementation, and managed services to clients across multiple industries. Founded by former Microsoft technology leaders, 3Cloud combines a team of highly experienced cloud architects and technologists with a strong network of Microsoft sales and engineering relationships to deliver the ultimate Azure experience for clients. 3Cloud is headquartered in Chicago, Illinois with offices in Dallas, Texas and Pittsburgh, Pennsylvania and supports clients throughout North America and Europe. To learn more, visit www.3cloudsolutions.com.

3CloudMLOps: How To Automate The Machine Learning Model Pipeline