Data and AI
Data and AI mini blogs
Welcome to our collection of Data & AI mini blogs - bite-sized content delivering valuable insights from Thoughtworkers who wrestle varied client problems week in and week out. Whatever your interest in Data & AI, we hope you’ll find something relevant here. Dive into the stream of posts or sign up to hear from us.
Trending content
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   BlogThere is More to AI than Machine LearningRead more BlogThere is More to AI than Machine LearningRead more
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   BlogHow to gradually adopt a Data Mesh using Evolutionary ArchitectureRead more BlogHow to gradually adopt a Data Mesh using Evolutionary ArchitectureRead more
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   BlogEffective machine learning: Improving the flow of value (Part III)Read more BlogEffective machine learning: Improving the flow of value (Part III)Read more
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   BlogEffective machine learning: Shifting quality left (Part II)Read more BlogEffective machine learning: Shifting quality left (Part II)Read more
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   BlogThe evolution of data lake table formatsRead more BlogThe evolution of data lake table formatsRead more
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   BlogEffective machine learning (Part I)Read more BlogEffective machine learning (Part I)Read more
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   BlogA lean data productRead more BlogA lean data productRead more
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   BlogGet back to basics with testing data pipelines: two orthogonal planesRead more BlogGet back to basics with testing data pipelines: two orthogonal planesRead more
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   BlogData mesh: A lean perspectiveRead more BlogData mesh: A lean perspectiveRead more
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   BlogDecentralized data teams - so much more than the shiny toolsRead more BlogDecentralized data teams - so much more than the shiny toolsRead more
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   BlogAccelerating real-time inferenceRead more BlogAccelerating real-time inferenceRead more
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   BlogData governance - The fast and the curiousRead more BlogData governance - The fast and the curiousRead more
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   BlogAI without dataRead more BlogAI without dataRead more
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   BlogReinforcement learning as explainable AIRead more BlogReinforcement learning as explainable AIRead more
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   BlogTraits of productionized data pipelinesRead more BlogTraits of productionized data pipelinesRead more
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   BlogEvents: Can you keep a secret?Read more BlogEvents: Can you keep a secret?Read more
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   BlogSlicing data storiesRead more BlogSlicing data storiesRead more
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   BlogMeet the Modern Data StackRead more BlogMeet the Modern Data StackRead more
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   BlogData observabilityRead more BlogData observabilityRead more
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   BlogThe practical data test gridRead more BlogThe practical data test gridRead more
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   BlogBlur the lines between real-time and batchRead more BlogBlur the lines between real-time and batchRead more
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   BlogEffective habits for data scientistsRead more BlogEffective habits for data scientistsRead more
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   BlogOperations research: the tool you didn’t know you neededRead more BlogOperations research: the tool you didn’t know you neededRead more
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   BlogWeak labelingRead more BlogWeak labelingRead more
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   BlogContinuous delivery for streaming data pipelinesRead more BlogContinuous delivery for streaming data pipelinesRead more
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   BlogFeature StoresRead more BlogFeature StoresRead more
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   BlogSensible defaults for CD4MLRead more BlogSensible defaults for CD4MLRead more
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   BlogML CI/D: Should we pay attention?Read more BlogML CI/D: Should we pay attention?Read more
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   BlogSynthetic dataRead more BlogSynthetic dataRead more
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   BlogMetric-driven data architecturesRead more BlogMetric-driven data architecturesRead more
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   BlogSummary: Guiding the evolution of data mesh with fitness functionsRead more BlogSummary: Guiding the evolution of data mesh with fitness functionsRead more
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   BlogActive learning loopsRead more BlogActive learning loopsRead more
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