MLOps in Finance
MLOps consulting for finance companies. Learn how Winder.AI collaborated with an automotive loan provider to deliver a comprehensive MLOps audit.
Dr. Phil Winder
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3 minArticles in this topic
Page 2 of 3
Dr. Phil Winder
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3 min
Reinforcement Learning for Power Generation
A collaboration between Genesis Energy and Winder.AI where we developed a reinforcement learning-powered solution for optimal hydroelectric power generation.
Dr. Phil Winder
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3 min
Presentation: MLOps and the Online Safety Bill
A presentation discussing the results of a report for a UK government regulator to interview and analyse how online platforms are using MLOps and governance to help operate their AI solutions.
Dr. Phil Winder
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1 min
How Social Media Platforms use MLOps and AI Governance to Help to Moderate Content
Winder.AI helped a UK government regulator interview and analyse how online platforms are using MLOps and governance to help operate their AI solutions. Download the report here.
Dr. Phil Winder
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4 min
Do you like DAGs? Implementing a Graph Executor for Bacalhau
Enrico Rotundo presents some of his latest work designing and implementing a directed acyclic graph (DAG) executor for Bacalhau, a decentralised compute platform.
Enrico Rotundo
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2 min
Pachyderm ❤️ Spark ❤️ MLFlow - Scalable Machine Learning Provenance and Tracking
Learn how we integrated Pachyderm with Spark and MLFlow for scalable ML tracking.
Enrico Rotundo
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10 min
Optimising Industrial Processes with Reinforcement Learning
In this case study, we will discuss the use of reinforcement learning to optimise industrial processes. Find out how to use reinforcement learning to automate procedures that are time-consuming and difficult to understand.
Dr. Phil Winder
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3 min
Buildpacks - The Ultimate Machine Learning Container
Buildpacks enable MLOps platform teams to reduce the maintenance burden of shared containers. Learn how Winder.AI helped Lightning AI develop Buildpacks for their service.
Enrico Rotundo
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14 min
A Comparison of Computational Frameworks: Spark, Dask, Snowflake, more
Learn more about the current state of the art general purpose computation platforms in this landscape analysis. This is a case study of a project completed by Winder.AI for Protocol Labs.
Enrico Rotundo
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5 min
Save 80% of Your Machine Learning Training Bill on Kubernetes
Kubernetes' cluster auto-scaler allows for the scale out of large machine learning jobs. But which cloud you use, and what settings you provide, make a massive difference. Learn how we helped one client save 80% off their bill.
Dr. Phil Winder
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13 minNewsletter
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Case studies and industry analysis from our team. No hype, roughly monthly.