Tag: Machine learning
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ggsql: A grammar of graphics for SQL
Posted on July 3, 2026, Level beginner Resource Length medium
ggsql introduces a SQL-based grammar of graphics, enabling developers and data scientists to create rich visualizations directly within SQL queries. This tool integrates seamlessly with environments like Jupyter notebooks and VS Code, streamlining the data visualization workflow. By Thomas Lin Pedersen, Teun Van den Brand, George Stagg, Hadley Wickham.
Tags data-science python sql big-data machine-learning
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How to build agentic AI using Python
Posted on June 11, 2026, Level intermediate Resource Length medium
This article explores the fundamental architecture of agentic AI systems built with Python. It breaks down the essential components required to create autonomous, goal-driven agents, focusing on the integration of Large Language Models (LLMs) as reasoning engines and orchestrators as decision-making controllers. The guide provides a technical overview of how these elements collaborate to enable structured orchestration, tool usage, and memory management, offering developers a clear pathway to implementing advanced AI agents. By KnowledgeHut.
Tags ai python machine-learning programming
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ForesightKV: Learning long-term contributions for efficient llm reasoning
Posted on June 6, 2026, Level beginner Resource Length long
This article introduces ForesightKV, a novel framework that addresses the linear memory expansion of Key-Value caches in large language models during long reasoning traces. By employing a training-based approach to predict optimal eviction points, it balances computational efficiency with model performance, overcoming limitations of existing heuristic methods. By Zican Dong.
Tags ai machine-learning performance software-architecture cio
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Scaling AI to production: IBM & Oracle's expanded hybrid cloud & agentic AI partnership
Posted on June 2, 2026, Level beginner Resource Length short
IBM and Oracle are expanding their four-decade partnership to tackle the pilot-to-production AI gap. The collaboration introduces streamlined hybrid cloud infrastructure, including direct RHEL licensing on OCI, and advances agentic AI orchestration across enterprise systems to accelerate scalable, multi-cloud AI deployments.
Tags cloud cio ai machine-learning
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How to build Knowledge Graph generation pipelines from text with kg-gen, networkx analytics, and interactive visualizations
Posted on May 25, 2026, Level intermediate Resource Length long
Discover how to transform plain text into comprehensive knowledge graphs using kg-gen, NetworkX analytics, and interactive visualizations, providing actionable insights for developers and data scientists. By Sana Hassan.
Tags cloud big-data machine-learning database python
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Run highly efficient multimodal agentic AI with NVIDIA Nemotron 3 Nano Omni using vLLM
Posted on May 21, 2026, Level beginner Resource Length medium
NVIDIA Nemotron 3 Nano Omni delivers unmatched multimodal efficiency with 9x throughput for agentic AI workloads, combining vision, audio, and text in a single model. By NVIDIA Nemotron Team.
Tags cloud ai streaming cio machine-learning
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The Raspberry Pi's 15-year reign is quietly ending - here is why
Posted on April 30, 2026, Level beginner Resource Length long
The Raspberry Pi's 15-year journey has been one of evolution and adaptation, from its humble beginnings as an educational tool to its current status as a beloved hobbyist and maker staple. Its success can be attributed to its affordability, extensibility, and the vibrant community that has grown up around it. By Tim Brookes.
Tags robotics machine-learning ai learning software-architecture
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Artificial intelligence for quantum computing
Posted on March 15, 2026, Level beginner Resource Length long
Generative AI is reshaping software engineering—boosting productivity by ~4% yet widening the performance gap between seasoned and junior developers, with senior staff reaping the most tangible gains. By Costa, Timothy.
Tags data-science machine-learning ai cio
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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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What OpenAI's report says about AI usage & adoption
Posted on January 8, 2026, Level beginner Resource Length short
The OpenAI report reveals a rapid adoption of AI in enterprises and ChatGPT usage is increasing significantly, with users saving up to 60 minutes a day. The report suggests that AI usage is directly correlated to an increase in efficiency. By Mark McCormick.
Tags ai cio management cloud machine-learning
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Microservices for machine learning
Posted on August 7, 2025, Level intermediate Resource Length medium
Learn how author scaled my ML-powered finance tracker by breaking a monolithic design into microservices for better performance, maintainability, and deployment. Author's finance tracker project started with a simple idea: automatically categorize bank transactions using a text classification model. Author trained a basic logistic regression model on my transaction history, wrapped it in a Flask API, and called it done. By Ramya Boorugula.
Tags microservices machine-learning big-data cloud agile
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Retrieval Augmented Generation (RAG) tutorial for beginners
Posted on May 9, 2025, Level beginner Resource Length medium
Retrieval-augmented Generation (RAG) is an AI approach that improves machine understanding and response accuracy. By integrating traditional AI language models with real-time retrieval of relevant external data, RAG bridges knowledge gaps, enabling more precise and contextually rich answers. By Vidhi Gupta.
Tags machine-learning data-science big-data ai learning