Tag: data pipelines

Source URL: https://cloud.google.com/blog/products/devops-sre/applying-sre-principles-to-your-mlops-pipelines/ Source: Cloud Blog Title: An SRE’s guide to optimizing ML systems with MLOps pipelines Feedly Summary: Picture this: you’re an Site Reliability Engineer (SRE) responsible for the systems that power your company’s machine learning (ML) services. What do you do to ensure you have a reliable ML service, how do you know…

Hacker News: Apache Airflow: Key Use Cases, Architectural Insights, and Pro Tips

Feb 19, 2025

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Source URL: https://codingcops.com/apache-airflow/ Source: Hacker News Title: Apache Airflow: Key Use Cases, Architectural Insights, and Pro Tips Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Apache Airflow, an open-source tool designed for managing complex workflows and big data pipelines. It highlights Airflow’s capabilities in orchestrating ETL processes, automating machine learning workflows,…

Cloud Blog: How to use gen AI for better data schema handling, data quality, and data generation

Feb 18, 2025

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Source URL: https://cloud.google.com/blog/products/data-analytics/how-gemini-in-bigquery-helps-with-data-engineering-tasks/ Source: Cloud Blog Title: How to use gen AI for better data schema handling, data quality, and data generation Feedly Summary: In the realm of data engineering, generative AI models are quietly revolutionizing how we handle, process, and ultimately utilize data. For example, large language models (LLMs) can help with data schema…

Cloud Blog: Get started with Google Cloud’s built-in tokenization for sensitive data protection

Jan 15, 2025

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Source URL: https://cloud.google.com/blog/products/identity-security/get-started-with-built-in-tokenization-for-sensitive-data-protection/ Source: Cloud Blog Title: Get started with Google Cloud’s built-in tokenization for sensitive data protection Feedly Summary: In many industries including finance and healthcare, sensitive data such as payment card numbers and government identification numbers need to be secured before they can be used and shared. A common approach is applying tokenization…

Hacker News: Don’t use cosine similarity carelessly

Jan 14, 2025

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Source URL: https://p.migdal.pl/blog/2025/01/dont-use-cosine-similarity/ Source: Hacker News Title: Don’t use cosine similarity carelessly Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the complexities and limitations of using cosine similarity in AI, particularly in the context of vector embeddings derived from language models. It critiques the blind application of cosine similarity to assess…

Hacker News: Ocular AI (YC W24) Is Hiring

Dec 26, 2024

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Source URL: https://www.ycombinator.com/companies/ocular-ai/jobs/BFBHWQd-member-of-technical-staff-founding-backend-engineer Source: Hacker News Title: Ocular AI (YC W24) Is Hiring Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into Ocular AI, a data annotation engine designed for generative AI, computer vision, and enterprise AI models. This is particularly relevant for professionals in AI and cloud computing due…

AWS News Blog: Introducing Amazon OpenSearch Service and Amazon Security Lake integration to simplify security analytics

Dec 21, 2024

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Source URL: https://aws.amazon.com/blogs/aws/introducing-amazon-opensearch-service-zero-etl-integration-for-amazon-security-lake/ Source: AWS News Blog Title: Introducing Amazon OpenSearch Service and Amazon Security Lake integration to simplify security analytics Feedly Summary: Analyze security logs without data duplication; Amazon OpenSearch Service now offers zero-ETL integration with Amazon Security Lake for efficient threat hunting and investigations. AI Summary and Description: Yes Summary: The text introduces…

AWS News Blog: Introducing Amazon OpenSearch Service and Amazon Security Lake integration to simplify security analytics

Dec 21, 2024

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Source URL: https://aws.amazon.com/blogs/aws/introducing-amazon-opensearch-service-zero-etl-integration-for-amazon-security-lake/ Source: AWS News Blog Title: Introducing Amazon OpenSearch Service and Amazon Security Lake integration to simplify security analytics Feedly Summary: Analyze security logs without data duplication; Amazon OpenSearch Service now offers zero-ETL integration with Amazon Security Lake for efficient threat hunting and investigations. AI Summary and Description: Yes Summary: The text introduces…

Cloud Blog: Cloud Pub/Sub 2024 highlights: Native integrations, sharing and more

Dec 17, 2024

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