Scrum teams can easily learn to leverage the scrum values to;
- engage managers for better supportive leadership
- share and overcome challenges to improve performance
- practice structural techniques to enhance discipline & quality
Agile Teams Perform better when they share social values
Scrum teams can easily learn to leverage the scrum values to;
- engage managers for better supportive leadership
- share and overcome challenges to improve performance
- practice structural techniques to enhance discipline & quality
Agile Teams Perform better when they share social values
Why does Spotify use a microservices architecture? What are the benefits and challenges we've encountered? How does our organizational model support our architecture?
Video of the talk is posted on YouTube: https://youtu.be/7LGPeBgNFuU
In this talk, Jan will present a new and innovative approach to evolving a full stack software architecture of JavaScript and TypeScript projects, that he has been using to drive the development of a financial system.
Behaviour-Driven Architecture builds on ideas from BDD, UCD and DDD and works particularly well in complex domains as it encourages strong domain modelling, clean code, clean architecture and drastically speeds up automated acceptance testing.
Using MLOps to Bring ML to Production/The Promise of MLOpsWeaveworks
In this final Weave Online User Group of 2019, David Aronchick asks: have you ever struggled with having different environments to build, train and serve ML models, and how to orchestrate between them? While DevOps and GitOps have made huge traction in recent years, many customers struggle to apply these practices to ML workloads. This talk will focus on the ways MLOps has helped to effectively infuse AI into production-grade applications through establishing practices around model reproducibility, validation, versioning/tracking, and safe/compliant deployment. We will also talk about the direction for MLOps as an industry, and how we can use it to move faster, with more stability, than ever before.
The recording of this session is on our YouTube Channel here: https://youtu.be/twsxcwgB0ZQ
Speaker: David Aronchick, Head of Open Source ML Strategy, Microsoft
Bio: David leads Open Source Machine Learning Strategy at Azure. This means he spends most of his time helping humans to convince machines to be smarter. He is only moderately successful at this. Previously, David led product management for Kubernetes at Google, launched GKE, and co-founded the Kubeflow project. David has also worked at Microsoft, Amazon and Chef and co-founded three startups.
Sign up for a free Machine Learning Ops Workshop: http://bit.ly/MLOps_Workshop_List
Weaveworks will cover concepts such as GitOps (operations by pull request), Progressive Delivery (canary, A/B, blue-green), and how to apply those approaches to your machine learning operations to mitigate risk.
Leadership @ Spotify by Kristian Lindwall at the Lean IT Summit 2014Institut Lean France
Spotify has been growing quickly as a company, and they are continuously experimenting with ways of making the company work as effectively as possible. At the Lean IT Summit 2014, Kristian explained how management and leadership work in a large agile organization like Spotify.
Find out what leadership looks like in a large agile organization? How can a leader support autonomy and alignment? How different forms of leadership – both formal and informal, product, organizational and technical – overlap and interact to create successful teams. More Lean IT on www.lean-it-summit.com
Why does Spotify use a microservices architecture? What are the benefits and challenges we've encountered? How does our organizational model support our architecture?
Video of the talk is posted on YouTube: https://youtu.be/7LGPeBgNFuU
In this talk, Jan will present a new and innovative approach to evolving a full stack software architecture of JavaScript and TypeScript projects, that he has been using to drive the development of a financial system.
Behaviour-Driven Architecture builds on ideas from BDD, UCD and DDD and works particularly well in complex domains as it encourages strong domain modelling, clean code, clean architecture and drastically speeds up automated acceptance testing.
Using MLOps to Bring ML to Production/The Promise of MLOpsWeaveworks
In this final Weave Online User Group of 2019, David Aronchick asks: have you ever struggled with having different environments to build, train and serve ML models, and how to orchestrate between them? While DevOps and GitOps have made huge traction in recent years, many customers struggle to apply these practices to ML workloads. This talk will focus on the ways MLOps has helped to effectively infuse AI into production-grade applications through establishing practices around model reproducibility, validation, versioning/tracking, and safe/compliant deployment. We will also talk about the direction for MLOps as an industry, and how we can use it to move faster, with more stability, than ever before.
The recording of this session is on our YouTube Channel here: https://youtu.be/twsxcwgB0ZQ
Speaker: David Aronchick, Head of Open Source ML Strategy, Microsoft
Bio: David leads Open Source Machine Learning Strategy at Azure. This means he spends most of his time helping humans to convince machines to be smarter. He is only moderately successful at this. Previously, David led product management for Kubernetes at Google, launched GKE, and co-founded the Kubeflow project. David has also worked at Microsoft, Amazon and Chef and co-founded three startups.
Sign up for a free Machine Learning Ops Workshop: http://bit.ly/MLOps_Workshop_List
Weaveworks will cover concepts such as GitOps (operations by pull request), Progressive Delivery (canary, A/B, blue-green), and how to apply those approaches to your machine learning operations to mitigate risk.
Leadership @ Spotify by Kristian Lindwall at the Lean IT Summit 2014Institut Lean France
Spotify has been growing quickly as a company, and they are continuously experimenting with ways of making the company work as effectively as possible. At the Lean IT Summit 2014, Kristian explained how management and leadership work in a large agile organization like Spotify.
Find out what leadership looks like in a large agile organization? How can a leader support autonomy and alignment? How different forms of leadership – both formal and informal, product, organizational and technical – overlap and interact to create successful teams. More Lean IT on www.lean-it-summit.com