InfoQ Homepage Business Content on InfoQ
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Automating Machine Learning and Deep Learning Workflows
Mourad Mourafiq discusses automating ML workflows with the help of Polyaxon, an open source platform built on Kubernetes, to make machine learning reproducible, scalable, and portable.
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Self-selection for Resilience and Better Culture
Dana Pylayeva talks about “self selection” (empowering people to choose their own teams) as a great vehicle to build in happiness, resilience and a better culture.
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MOOtopia – Evolving the Spotify Model at MOO
Claire Donald shares the journey MOO has been on over the last two years implementing the Spotify Model as it scaled, then evolving it further to meet their needs.
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MLflow: An Open Platform to Simplify the Machine Learning Lifecycle
Corey Zumar offers an overview of MLflow – a new open source platform to simplify the machine learning lifecycle from Databricks.
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Breaking Hierarchy - How Spotify Enables Engineer Decision Making
Kristian Lindwall shares how Spotify approaches the problem of fully leveraging the capacity of everyone in the organization.
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Strategy, Agility, Self-Organization and Maybe Ducks
Markus Hippeli discusses the need to have a strategy to reach business agility.
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Using Bets, Boards and Missions to Inspire Org-wide Agility
John Cutler talks about Bets, Boards, and Missions, and how to apply them in an organization, and why it is important to uplevel teams and become outcome focused.
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How Condé Nast Succeeds by Buildling a Culture that Embraces Failure
Crystal Hirschorn talks about learnings found by building a culture that embraced failure through Chaos Engineering practices, what her teams have learned & adapted for their platforms at Condé Nast.
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Variety: The Secret of Scale
Cat Swetel provides an approach for incurring variety where it makes sense within the coherence of a longer-term vision.
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Agile around the World
David Spinks and Glaudia Califano share case studies and observations of Agile adoption in various countries, discussing how different cultures could learn from each other.
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Dashboards and Culture - How Openness Changes Your Behavior
Steve Poole shows how to design status and trend displays that will make a team more effective without overloading them. The talk will also include case studies with various types of teams.
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Surviving the Zombie Apocalypse
Andy Walker talks about one of the most important skills people need to develop in career - Self Management, and describes some techniques for being a better version of ourselves.
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