In Part 1 of the Automation Best Practices with Java workshop, Nikolay introduces the workshop content, reviews setup instructions, and discusses testing strategy for a web application.

In this session, Yaron Haviv, Iguazio's Co-Founder and CTO, discussed how to enable continuous delivery of machine learning to production using Git-based ML pipelines (Github Actions) with hosted training and model serving environments. He touched upon how to leverage Git to solve rigorous MLOps needs: automating workflows, reviewing models, storing versioned models as artifacts, and running CI/CD for ML. He also covered how to enable controlled collaboration across ML teams using Git review processes and how to implement an MLOps solution based on available open-source tools and hosted ML platforms. The session includes a live demo.

Instead of the normal ETL or ELT process, we’ll do the opposite, Reverse ETL. Using Reverse ETL allows you to pull customer data from your data warehouse, then push data back into your CRM to empower your sales team. Learn how to enhance your lead data and win more deals during this webinar.

API standards and schemas have helped to automate much of API design, implementation and maintenance — and not a moment too soon. As many tech companies experienced growth spurts in the past year, they ended up with multiple teams working on new products and new APIs. Consequently, they learned that their ways to create well-designed APIs wouldn’t work so easily when multiple teams have to create them.

A panel by experts discussing the topic of Developing Software for Kubernetes and what the survival kit is to make sure you not only get through it, but come out on top.

Lessons in Leadership with Aled Miles - multiple interviewee.