Companies have a pressing need for good data By Kenn So and Ben Lorica. As much as we loathe to repeat what has been written hundreds of times, we have to: the world is data driven. Companies gather more data about their customers to build better products, and those who can make use of thatContinue reading “Data Quality Unpacked”
Category Archives: Uncategorized
Gradient Flow #41: What’s New in Data Engineering; MLOps Anti-Patterns
Subscribe • Previous Issues “Time matters most when decisions are irreversible.” – Peter Bernstein Data Exchange podcast Changes to the data science role and to data science tools Sean Taylor is a Data Science Manager at Lyft, and was previously a research scientist and manager at Facebook where he was instrumental in the creation and releaseContinue reading “Gradient Flow #41: What’s New in Data Engineering; MLOps Anti-Patterns”
An Enterprise Software Roadmap for Sky Computing
How the software market will evolve alongside Sky computing By Assaf Araki and Ben Lorica. Cloud computing is one of the fastest growing areas within the enterprise IT market. A recent study estimates that the global market for cloud computing will grow from $371.4 billion in 2021 to $832.1 billion in 2025. Yet, we areContinue reading “An Enterprise Software Roadmap for Sky Computing”
Gradient Flow #40: Data Augmentation in NLP, Temporal Knowledge Bases, Storage for AI
Subscribe • Previous Issues “Discovering you were wrong is an update, not a failure, and your worldview is a living document meant to be revised.” – Julie Gaef Data Exchange podcast Storage Technologies for a Multi-cloud World Brad King is the CTO of Scality, a company that builds software-defined file and object storage systems for hybrid &Continue reading “Gradient Flow #40: Data Augmentation in NLP, Temporal Knowledge Bases, Storage for AI”
Gradient Flow #39: Becoming TikTok, Next-gen Workflow Orchestration and Forecasting
Subscribe • Previous Issues This edition has 450 words which will take you about 2 minutes to read. “There’s always a way if you’re not in a hurry.” – Paul Theroux Data Exchange podcast Towards a next-generation data orchestrator Chris White is the CTO of Prefect, a startup building tools to help companies build, monitor, andContinue reading “Gradient Flow #39: Becoming TikTok, Next-gen Workflow Orchestration and Forecasting”
The Road to Intelligent Process Automation
An overview of process automation engagement trends in the Fortune 1000 and beyond. By Ben Lorica and Jenn Webb Most companies today have deployed automation technologies to streamline business processes—billing and accounting tasks, marketing and sales tasks, and other repetitive tasks that don’t require much (if any) human input. As businesses begin to experiment withContinue reading “The Road to Intelligent Process Automation”
Gradient Flow #38: Large Language Models, Infinite Laptop, Overhyping AI
Subscribe • Previous Issues This edition has 455 words which will take you about 3 minutes to read. “Yesterday I was clever, so I wanted to change the world. Today I am wise, so I am changing myself.”- Rumi Data Exchange podcast Training and Sharing Large Language Models Connor Leahy, AI Researcher at Aleph Alpha GmbH,Continue reading “Gradient Flow #38: Large Language Models, Infinite Laptop, Overhyping AI”
Gradient Flow #38: Large Language Models, Infinite Laptop, Overhyping AI
Subscribe • Previous Issues This edition has 455 words which will take you about 3 minutes to read. “Yesterday I was clever, so I wanted to change the world. Today I am wise, so I am changing myself.”- Rumi Data Exchange podcast Training and Sharing Large Language Models Connor Leahy, AI Researcher at Aleph Alpha GmbH,Continue reading “Gradient Flow #38: Large Language Models, Infinite Laptop, Overhyping AI”
2021 Data Engineering Survey
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Combine the development experience of a laptop with the scale of the cloud
Highlights from opening keynotes at the 2021 Ray Summit. A newly released report from McKinsey forecasts an upcoming explosion in AI applications across all industries and domains. With this surge in demand to incorporate machine learning (ML) and AI into software, developers now have an array of open source and commercial software tools and componentsContinue reading “Combine the development experience of a laptop with the scale of the cloud”