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.

In this week's Kong Builders, Viktor Gamov, Developer Advocate at Kong, will continue showing you how to test your Kong declarative configurations in different scenarios. Links.

Make an internet connected t-shirt with LEDs that respond to realtime data In summary: We will make a wearable, flexible LED array which will change colour in realtime as users draw on an app. It uses the Ably MQTT broker and the Ably Javascript SDK along with addressible RGB LEDs and an Adafruit wifi enabled microprocessor. We change the colour of individual LEDs sewn on the t-shirt, by sending realtime updates data with Ably's messaging platform to an Arduino via MQTT.

Software is the lifeblood of every business. To satisfy customers' increasing expectations and to stay ahead of the competition, businesses need to continually improve and enhance their software offerings. The need for increased speed is understood; however, customers have zero tolerance for decreased software quality.

In this Kongcast episode, Jason Yee, director of advocacy at Gremlin, explains the concept of chaos engineering, why even the best engineers can’t control everything and tools and tactics to help build app resiliency.

Load testing is hard enough-- what if lives were literally at stake? Daniel Knittl-Frank joins us today on k6 Office Hours to talk about how Eurofunk uses k6 for load testing emergency services including the 112 hotline. Interviewing him from the k6 team are Robin Gustafsson, CEO, and Nicole van der Hoeven, Developer Advocate.