Fri.Oct 18, 2024

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How to Learn Python the Lazy Way

KDnuggets

The title says everything. It is a guide for lazy people who want to learn Python and earn dollars.

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12 Ways to Use Generative AI for SEO

Analytics Vidhya

The rise of generative AI (GenAI) is transforming the way digital marketers approach search engine optimization (SEO). GenAI-driven tools are helping businesses improve search rankings and drive organic traffic more efficiently than ever. According to a survey by seoClarity, 86% of companies have already integrated AI into their SEO strategy, and 83% of them have […] The post 12 Ways to Use Generative AI for SEO appeared first on Analytics Vidhya.

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What Can AI Do for Data Science?

KDnuggets

Check out these 10 use cases for AI to shine.

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Memory-Efficient Model Weight Loading in PyTorch

Analytics Vidhya

I recently came across a post by Sebastian that caught my attention, and I wanted to dive deeper into its content. As models grow larger and more complex, efficiently managing memory during model loading becomes increasingly important, especially when working with limited GPU or CPU resources. In his post, Sebastian covers practical tips for loading […] The post Memory-Efficient Model Weight Loading in PyTorch appeared first on Analytics Vidhya.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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A Practical Guide to Deploying Machine Learning Models

Machine Learning Mastery

As a data scientist, you probably know how to build machine learning models. But it’s only when you deploy the model that you get a useful machine learning solution. And if you’re looking to learn more about deploying machine learning models, this guide is for you.

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Learning Path for AI Agents

Analytics Vidhya

If you’ve landed on this blog, you’ve probably heard the terms AI Agents or Agentic AI trending everywhere. Maybe you’re wondering what they are and how to learn about them – well, you’re in the right place! Welcome to the AI Agents Learning Path! This path will guide you through essential concepts, tools, and techniques […] The post Learning Path for AI Agents appeared first on Analytics Vidhya.

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Train, optimize, and deploy models on edge devices using Amazon SageMaker and Qualcomm AI Hub

AWS Machine Learning Blog

This post is co-written Rodrigo Amaral, Ashwin Murthy and Meghan Stronach from Qualcomm. In this post, we introduce an innovative solution for end-to-end model customization and deployment at the edge using Amazon SageMaker and Qualcomm AI Hub. This seamless cloud-to-edge AI development experience will enable developers to create optimized, highly performant, and custom managed machine learning solutions where you can bring you own model (BYOM) and bring your own data (BYOD) to meet varied busin

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Use (Almost) Any Language Model Locally with Ollama and Hugging Face Hub

KDnuggets

You can now run any GGUF model from Hugging Face's model hub with Ollama using a single command. Learn how here.

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Penguin Random House underscores copyright protection in AI rebuff

Hacker News

The world’s biggest trade publisher has changed the wording on its copyright pages to help protect authors’ intellectual property from being used to train AI tools, The Bookseller can exclusively reveal

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Color Buddy, a tool for building color palettes for visualization

FlowingData

Picking colors for visualization can be tricky, because there are infinite possibilities across the color spectrums. Often you’ll want to adjust hue, saturation, and lightness separately or together. Then you need to know what it actually looks like with your charts. Color Buddy might be the tool you need. The goal of Color Buddy is to help you make excellent color palettes for data visualization via a direct manipulation environment that evaluates your color palettes as you go.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Express v5

Hacker News

Announcing the release of Express version 5

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Blockchain technology can help mitigate risks of widespread AI use, says S&P Global

Dataconomy

A report from financial information and analytics service S&P Global has indicated that blockchain technology can help with several risks associated with the use of artificial intelligence (AI). Titled “Crypto and AI: Shaping the Future of the Internet,” the S&P Global report states that through blockchain, the concerns surrounding widespread adoption of AI can be significantly mitigated.

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Microsoft and OpenAI's Close Partnership Shows Signs of Fraying

Hacker News

The “best bromance in tech” has had a reality check as OpenAI has tried to change its deal with Microsoft and the software maker has tried to hedge its bet on the start-up.

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Anthropic’s Claude AI is now on your iPad

Dataconomy

Claude AI has just made its debut on the iPad and updated its iOS and Android apps. With new features rolling out for users, the AI that’s been helping people tackle everything from brainstorming to daily projects is now more accessible than ever. We're rolling out a new look for the Claude iOS and Android apps. There's a new app for iPad too!

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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You Can Now See the Code That Helped End Apartheid

Hacker News

John Graham-Cumming, who happens to be Cloudflare's CTO, cracked a 30-year-old encrypted file that had a role in rewriting South Africa’s history.

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The Impact Of Data Interpretation — Narratives Of Innovation

MoorInsights for Forbes

Data provides value in distinct ways across a wide range of industries. Examples from cybersecurity, retail and healthcare illustrate the diversity of approaches.

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TCAS averts possible head-on collision in Austin

Hacker News

A TCAS alert on an American Airlines 737 helped avert a possible head-on collision with a Cessna R182 in Austin.

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Navigating the Vector Database Landscape: Choosing the Right One for Your Project

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Reslley Gabriel Originally published on Towards AI. We’ll explore the key factors to consider when choosing a vector database, including critical insights from recent industry analyses. Also, we’ll provide comparison tables to help you evaluate some of the leading options available today.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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The Feds Are Coming for John Deere over the Right to Repair

Hacker News

The farm equipment giant has fought against letting farmers repair their own equipment for years.

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A Complete Guide to Embedding For NLP & Generative AI/LLM

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Mdabdullahalhasib Originally published on Towards AI. Understand the concept of vector embedding, why it is needed, and implementation with LangChain. This member-only story is on us. Upgrade to access all of Medium. Source: Image by Author (converting word into Vector) If you want to learn something efficiently, first, you should ask questions yourself or generate questions about the topics.

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Brazil Arrests ‘USDoD,’ Hacker in FBI Infragard Breach

Hacker News

Brazilian authorities reportedly have arrested a 33-year-old man on suspicion of being “ USDoD ,” a prolific cybercriminal who rose to infamy in 2022 after infiltrating the FBI’s InfraGard program and leaking contact information for 80,000 members. More recently, USDoD was behind a breach at the consumer data broker National Public Data that led to the leak of Social Security numbers and other personal information for a significant portion of the U.S. population.

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Reconstruction of Clean Images from Noisy Data: A Bayesian Inference Perspective

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Bhavesh Agone Originally published on Towards AI. An Introduction to Bayesian Analysis In its most basic form, Bayesian Inference is just a technique for summarizing statistical inference which states how likely an hypothesis is given any new evidence. The method comes from Bayes’ Theorem, which provides a way to calculate the probability that an event will happen or has happened, given any prior knowledge of conditions (from which an

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Worldcoin has a new Orb and is now just World

Hacker News

Orb on demand.

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How I Built an AI-Powered Edge Computing Application with Python

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Gabe Araujo, M.Sc. Originally published on Towards AI. My journey deploying machine learning models on edge devices for real-time analytics. This member-only story is on us. Upgrade to access all of Medium. As the world of technology rapidly advances, there’s a growing demand to process data closer to its source rather than relying solely on the cloud.

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Subvert – Collectively owned music marketplace

Hacker News

A music platform owned by us all. Join Subvert to sell your work, support artists, and shape our shared future. Sincerely Ours.

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Getting Started with AgentOps: A Quick Setup Guide

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re the captain of a high-tech ship, with intelligent agents ready to work for you — each agent skilled at analyzing data, generating insights, or performing specific actions.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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How should the new element work?

Hacker News

It's part of the new customisable `<select>`, but there are some tricky details.

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Mistral AI Unveils Ministral 3B and 8B Models

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Get The Gist Originally published on Towards AI. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest and greatest developments in AI — news, innovations, and trends — all delivered in under 5 minutes! ⏱ In today’s edition: Mistral AI Unveils Ministral 3B and 8B Models for Edge Computing Nvidia Quietly Launches AI Model that Outperforms GPT-4 YouTube Rolls Out AI Music Tool “Dream Tracks” to U.S.

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Secret 3D Scans in the French Supreme Court

Hacker News

The Rodin Museum and the French Ministry of Culture threaten freedom of information and public access to cultural heritage

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5 Smart Ways to Use Retrieval-Augmented Generation (RaG) for Real-Time NLP Enhancements

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Mukundan Sankar Originally published on Towards AI. How Retrieval-Augmented Generation (RAG) Can Boost NLP Projects with Real-Time Data for Smarter AI Models This member-only story is on us. Upgrade to access all of Medium. Image illustrating how Retrieval-Augmented Generation (RAG) can boost NLP projects with real-time data for smarter AI models generated using ChatGPT by the Author We’ve seen some pretty amazing advancements in Natu

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?