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KDnuggets

@kdnuggets

Mining insights in data science, machine learning, analytics, and AI • Edited by @mattmayo13 • KD stands for "knowledge discovery"

 San Juan, PR
kdnuggets.com/
Joined February 2009
  • Tweets86.3K
  • Following354
  • Followers219K
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Learn how to get started with the OpenRouter API to call multiple AI models through one API, compare responses, switch models, and set up automatic fallbacks. f.mtr.cool/66qn18gyxr
Access Multiple AI Models in Your Python Apps Using OpenRouter

Access Multiple AI Models in Your Python Apps Using OpenRouter

Learn how to get started with the OpenRouter API to call multiple AI models through one API, compare responses, switch models, and set up automatic fallbacks.

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[Oct 29 Webinar] The Agentic Operating Model with LangChain bit.ly/4e04D9d
The Agentic Operating Model - Aligning People, Process, and Technology for Production AI at Scale

The Agentic Operating Model - Aligning People, Process, and Technology for Production AI at Scale

As organizations move from AI experimentation to production, the biggest challenges often extend beyond the models themselves. Teams need new ways to coordinate how agents are built, evaluated,...

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📊 Your AI agents are only as reliable as the data behind them. As organizations adopt agentic AI, modern data infrastructure becomes increasingly important. How can businesses connect their data, build trusted workflows, and prepare for AI at scale? Explore these challenges at Google Cloud's Trusted Agents, Real Outcomes online event. 📅 November 5 | 10 AM CET (EMEA) 🔗 Register here: cloudonair.withgoogle.com/ev… #DataEngineering #AgenticAI #GoogleCloud
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A local language model is one whose actual weights, the enormous file of learned numbers that constitutes the trained model, you download and run entirely on your own hardware. f.mtr.cool/0xu3a160kp
Which Local LMs are Best For Which Tasks

Which Local LMs are Best For Which Tasks

A local language model is one whose actual weights, the enormous file of learned numbers that constitutes the trained model, you download and run entirely on your own hardware.

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Can a free, open-source AI humanizer beat paid tools? We tested a 12B model locally and compared the results against AI detectors to see if the hype is real. f.mtr.cool/4uaw947pt8
Can This Open-Source Model Beat AI Detectors? Let's Test It Locally - KDnuggets

Can This Open-Source Model Beat AI Detectors? Let's Test It Locally - KDnuggets

Can a free, open-source AI humanizer beat paid tools? We tested a 12B model locally and compared the results against AI detectors to see if the hype is real.

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Gemini Omni is a member of Google's Gemini generative model family, built specifically to create output from any combination of input types, starting with video. f.mtr.cool/8t0xjkjzi5
An Unbiased Look at Google Gemini Omni

An Unbiased Look at Google Gemini Omni

Gemini Omni is the newest member of Google's Gemini generative model family, it's built specifically to create output from any combination of input types, starting with video. You can feed it images,...

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Build your first AI agent in Python with the OpenAI Agents SDK, adding web search, Python tools, conversation memory, and tracing in a simple end-to-end workflow. f.mtr.cool/22seoih7k8

Building Your First AI Agent in Python with the OpenAI Agents SDK - KDnuggets

Build your first AI agent in Python with the OpenAI Agents SDK, adding web search, Python tools, conversation memory, and tracing in a simple end-to-end workflow.

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88% of AI pilots never reach production (CIO.com). See what the other 12% do differently in this report from @Matillion, which analyzes 10 successful AI pilots in the data org.  bit.ly/4shY8Ew
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🤖 AI agents are getting smarter. But can enterprises trust them with real workflows? Building reliable AI agents requires more than powerful models. It also takes trusted data, governance, and the right infrastructure. Join Google Cloud's upcoming online event to explore how Agentic Data Cloud supports the next generation of enterprise AI. 📅 November 5 | 10 AM CET (EMEA) 🔗 Save your spot: cloudonair.withgoogle.com/ev… #AIAgents #GoogleCloud #EnterpriseAI
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A four-stage technical roadmap for becoming a computer vision engineer, from spatial mathematics and ViTs through 3D neural rendering and edge deployment optimization. f.mtr.cool/o1b58ztgkg
The Roadmap to Becoming a Computer Vision Engineer in 2026 - KDnuggets

The Roadmap to Becoming a Computer Vision Engineer in 2026 - KDnuggets

A four-stage technical roadmap for becoming a computer vision engineer, from spatial mathematics and ViTs through 3D neural rendering and edge deployment optimization.

kdnuggets.com
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Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the pressure it solves, with the Python shape it takes and the caveat that keeps it honest. f.mtr.cool/snpbvagap1
7 Advanced Python Design Patterns for Data Scientists - KDnuggets

7 Advanced Python Design Patterns for Data Scientists - KDnuggets

Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the pressure it solves, with the Python shape it takes and the caveat that keeps it...

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Rethinking data work with agentic DataOps bit.ly/4BkOXXV
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What employers actually mean when job postings list "AI experience" as a requirement. f.mtr.cool/xheztm5lu3
What Companies Actually Mean When They Say They Want "AI Experience" - KDnuggets

What Companies Actually Mean When They Say They Want "AI Experience" - KDnuggets

What employers actually mean when job postings list "AI experience" as a requirement.

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Access powerful open-source and proprietary models through OpenCode Zen, Gemini’s free quota, Kilo Gateway, Cline Provider, and Charm Hyper without paying for API access upfront. f.mtr.cool/zmsa9ktfp7
5 Free AI Coding Agents You Should Try in 2026 - KDnuggets

5 Free AI Coding Agents You Should Try in 2026 - KDnuggets

Access powerful open-source and proprietary models through OpenCode Zen, Gemini’s free quota, Kilo Gateway, Cline Provider, and Charm Hyper without paying for API access upfront.

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🤖 AI agents are getting smarter. But can enterprises trust them with real workflows? Building reliable AI agents requires more than powerful models. It also takes trusted data, governance, and the right infrastructure. Join Google Cloud's upcoming online event to explore how Agentic Data Cloud supports the next generation of enterprise AI. 📅 November 5 | 10 AM CET (EMEA) 🔗 Save your spot: cloudonair.withgoogle.com/ev… #AIAgents #GoogleCloud #EnterpriseAI
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I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything. f.mtr.cool/9v64jih2wb
How to Process Large JSON Files in Python With ijson - KDnuggets

How to Process Large JSON Files in Python With ijson - KDnuggets

I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything.

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Google's Harness² lets AI agents improve their prompts, tools, memory, and scripts through two recursive loops without touching model weights. Learn more, including how to run the free demo yourself. f.mtr.cool/wb8u56k339
Google Open-Sources Harness²: Self-Improving AI Agents Without Retraining

Google Open-Sources Harness²: Self-Improving AI Agents Without Retraining

Google Research has open-sourced Harness² (Harness2), a framework that lets AI agents improve themselves without retraining the underlying model. Instead of touching model weights, Harness² rewrites...

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Build standardized custom NER pipelines in a few simple steps, powered by the reasoning capabilities of LLMs. f.mtr.cool/rcueu57tq6
Named Entity Recognition Using Scikit-LLM - KDnuggets

Named Entity Recognition Using Scikit-LLM - KDnuggets

Build standardized custom NER pipelines in a few simple steps, powered by the reasoning capabilities of LLMs.

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Explore five popular AI agent skill collections that help coding agents plan, test, debug, review, and build better software. f.mtr.cool/k6yb851wz5
5 Best GitHub Repositories for AI Agent Skills - KDnuggets

5 Best GitHub Repositories for AI Agent Skills - KDnuggets

Explore five popular AI agent skill collections that help coding agents plan, test, debug, review, and build better software.

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Don't miss Snowflake Expedition 2026 – a global virtual experience designed to turn data engineering, analytics, and AI into high-impact, business-ready workflows. Whether you’re a builder or a leader, Expedition offers tailored learning paths so you can go heavy on execution and focus on real business outcomes! What to expect: ⚡ AI Luminary fireside chat with Satya Nadella, Chairman and CEO, Microsoft and Sridhar Ramaswamy, CEO, Snowflake ⚡ Technical hands-on labs, live demos, and minimal slides. ⚡ A first look at Snowflake CoCo, AI agent-building tools, and enterprise AI workflows. ⚡ Real-world strategies from industry-leading organizations using the Snowflake AI Data Cloud. 📅 Dates: November 3–6, 2026 💻 Location: Free Virtual Event  🔗 Register now for free: snowflake.com/en/expedition/…
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