Tag: Data science
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From CI/CD to culture: Applying DevOps thinking to human systems
Posted on February 7, 2026, Level beginner Resource Length medium
DevOps principles extend beyond code to human systems, fostering transparency, feedback, and continuous improvement in leadership and team culture. By Brett Lee.
Tags devops management cio cicd data-science
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Physics-informed machine learning: Leveraging physical laws and energy-based models
Posted on January 30, 2026, Level advanced Resource Length long
This comprehensive article explores the intersection of machine learning and physics, proposing novel models and architectures that incorporate physical laws and geometric principles for more efficient, transparent, and robust AI systems. By Hyperbole.
Tags machine-learning big-data analytics database data-science
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Building modern databases with the FDAP stack
Posted on January 26, 2026, Level intermediate Resource Length medium
The FDAP stack – Flight, DataFusion, Arrow, and Parquet – represents a significant shift in database development, prioritizing modularity and leveraging existing open-source technologies for modern analytic systems. By gotopia.tech.
Tags app-development big-data analytics database data-science
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Streamline AI agent tool interactions: Connect API Gateway to AgentCore Gateway with MCP
Posted on January 2, 2026, Level intermediate Resource Length medium
Amazon Bedrock's AgentCore Gateway now supports API Gateway, enabling seamless integration of existing REST APIs into agentic applications using the Model Context Protocol (MCP), enhancing security and observability. By Sparsh Wadhwa, Dhawalkumar Patel, and Heeki Park.
Tags aws ai serverless restful software-architecture data-science
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How to build an LLM-Powered CLI tool in Python
Posted on December 31, 2025, Level intermediate Resource Length medium
Unlock the power of ChatGPT within your terminal with this practical tutorial demonstrating how to build a real-time command explanation tool using the OpenAI Realtime API. By Surya Bhaskar Reddy Karri.
Tags python ux data-science app-development ai restful
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Building scalable backends for Swift mobile apps
Posted on December 30, 2025, Level beginner Resource Length long
Gadget's platform enables Swift developers to build scalable backends with minimal code, using auto-generated GraphQL APIs and Apollo iOS for seamless app integration. By Gabe Braden.
Tags swiftlang ux data-science app-development
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Scientists built an AI co-pilot for prosthetic bionic hands
Posted on December 28, 2025, Level beginner Resource Length short
An AI assistant dramatically improves the usability of bionic hands, boosting success rates in delicate tasks and reducing the cognitive load on users. By Jacek Krywko.
Tags ai software learning cio management big-data data-science
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Why Apache Flink is not going anywhere
Posted on December 3, 2025, Level intermediate Resource Length long
Flink's complexity stems from supporting a variety of use cases and having a rich set of features, but can be simplified with proper tooling. By Yaroslav Tkachenk.
Tags apache data-science big-data devops software-architecture
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Experts alarmed that AI is now producing functional viruses
Posted on October 1, 2025, Level beginner Resource Length short
AI's ability to design functional viruses presents a dual-edged sword – offering potential cures while simultaneously raising severe bioweaponization risks demanding proactive mitigation strategies. By Frank Landymore.
Tags ai infosec programming search data-science
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How to evaluate graph retrieval in MCP agentic systems
Posted on August 5, 2025, Level intermediate Resource Length medium
Agentic systems, which leverage tools like knowledge graphs, often struggle with effectively retrieving relevant information from these graphs to inform their decision-making process, leading to inaccuracies and inefficiencies. This article addresses the need for robust evaluation of graph retrieval components within these systems. By Tomaz Bratanic.
Tags ai bots app-development web-development frameworks data-science
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Apache Airflow for MLOPS and ETL - Description, benefits and examples
Posted on July 24, 2025, Level intermediate Resource Length long
Apache Airflow is a leading open-source tool for workflow orchestration, designed to manage complex tasks in Python. Developed by Airbnb and now part of the Apache Software Foundation, it's widely adopted for its flexibility and scalability in data engineering workflows. By Rost Glukhov.
Tags apache open-source analytics big-data data-science
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Anonymize RAG data in IBM Granite and Ollama using HCP Vault
Posted on June 24, 2025, Level beginner Resource Length long
This article explores using HCP Vault to anonymize sensitive data in retrieval augmented generation (RAG) workflows with IBM Granite and Ollama. It addresses the risk of large language models (LLMs) leaking personal identifiable information (PII) by employing Vault's transform secrets engine for data masking and tokenization. By Rosemary Wang.
Tags ibm bots ai miscellaneous cio data-science