Analytics Vidhya

OCTOBER 23, 2024

Chatbots have transformed how we interact with technology, offering automated, intelligent conversations. However, building scalable and flexible systems can be challenging. AutoGen simplifies this process with its Programming and Low-code frameworks. Last week we learned how to build agentic chatbots using AutoGen’s Programming framework. Today we are going to use AutoGen Studio, a low-code tool, […] The post Agentic Chatbots with AutoGen Studio appeared first on Analytics Vidhya.

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insideBIGDATA

OCTOBER 23, 2024

Enterprise AI adoption is still in its exploration stages, but companies are finding innovative ways to leverage their GPU investments beyond AI applications and reaping good results, according to a new report from Hammerspace, the company orchestrating the next data cycle.

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Analytics Vidhya

OCTOBER 23, 2024

The LangGraph ReAct Function-Calling Pattern offers a powerful framework for integrating various tools like search engines, calculators, and APIs with an intelligent language model to create a more interactive and responsive system. This pattern is built upon the Reasoning + Acting (ReAct) approach, which allows a language model to not only reason through queries but […] The post Dynamic AI Workflows Through LangGraph ReAct Function Calling appeared first on Analytics Vidhya.

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Machine Learning Research at Apple

OCTOBER 23, 2024

At Apple, we believe privacy is a fundamental human right. Our work to protect user privacy is informed by a set of privacy principles, and one of those principles is to prioritize using on-device processing. By performing computations locally on a user’s device, we help minimize the amount of data that is shared with Apple or other entities. Of course, a user may request on-device experiences powered by machine learning (ML) that can be enriched by looking up global knowledge hosted on servers.

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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.

Analytics

Analytics Vidhya

OCTOBER 23, 2024

AI agents are highly intelligent software programs that can operate independently to help with various tasks. These agents aren’t just skilled at doing tasks independently; they’re also excellent at analyzing data, making predictions, and recommending the best actions to take. This can be a huge advantage in many industries, including sales and marketing.

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Machine Learning Mastery

OCTOBER 23, 2024

Check out the previous articles in this series: Understanding RAG Part I: Why It’s Needed Understanding RAG Part II: How Classic RAG Works Having previously introduced what is RAG, why it matters in the context of Large Language Models (LLMs), and what does a classic retriever-generator system for RAG look like, the third post in […]

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KDnuggets

OCTOBER 23, 2024

This comparison analyzes and compares two salient frameworks for architecting deep learning solutions.

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databricks

OCTOBER 23, 2024

Migrating your data warehouse workloads is one of the most challenging yet essential tasks for any organization. Whether the motivation is the growth.

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KDnuggets

OCTOBER 23, 2024

Learn how to build interactive dashboards where users can interact with data in greater detail, explore trends and patterns dynamically using D3.js.

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AWS Machine Learning Blog

OCTOBER 23, 2024

This post is cowritten with Greg Benson, Aaron Kesler and David Dellsperger from SnapLogic. The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. SnapLogic , a leader in generative integration and automation, has introduced the industry’s first low-code generative AI development platform, Agent Creator , designed to democratize AI capabilities across all organizational levels.

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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.

AI

Analytics Vidhya

OCTOBER 23, 2024

The YOLO (You Only Look Once) series has made real-time object identification possible. The most recent version, YOLOv11, improves performance and efficiency. This article provides in-depth discussions of YOLOv11’s main advancements, parallels to earlier YOLO models, and practical uses. By comprehending its developments, we may observe why YOLOv11 is expected to become a key tool […] The post YOLOv11: The Next Leap in Real-Time Object Detection appeared first on Analytics Vidhya.

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AWS Machine Learning Blog

OCTOBER 23, 2024

This post is co-written with Jerry Henley, Hans Buchheim and Roy Gunter from Classworks. Classworks is an online teacher and student platform that includes academic screening, progress monitoring, and specially designed instruction for reading and math for grades K–12. Classworks’s unique ability to ingest student assessment data from various sources, analyze it, and automatically deliver a customized learning progression for each student sets them apart.

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Dataconomy

OCTOBER 23, 2024

With its promise of scalability and access to cutting-edge technologies like AI, the cloud has become the digital backbone of modern business. But this convenience comes with a catch: the potential for runaway costs and the need for cost optimization. According to Gartner, by 2024, companies worldwide are expected to spend a massive $675.4 billion on public cloud services.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Have you ever faced the challenge of obtaining high-quality data for fine-tuning your machine learning (ML) models? Generating synthetic data can provide a robust solution, especially when real-world data is scarce or sensitive. For instance, when developing a medical search engine, obtaining a large dataset of real user queries and relevant documents is often infeasible due to privacy concerns surrounding personal health information.

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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

AI

Hacker News

OCTOBER 23, 2024

Apple has abruptly reduced production of the Vision Pro headset and could stop making the current version of the device completely by the end of.

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AWS Machine Learning Blog

OCTOBER 23, 2024

This post is co-written with Harrison Chase, Erick Friis and Linda Ye from LangChain. Generative AI is set to revolutionize user experiences over the next few years. A crucial step in that journey involves bringing in AI assistants that intelligently use tools to help customers navigate the digital landscape. In this post, we demonstrate how to deploy a contextual AI assistant.

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Hacker News

OCTOBER 23, 2024

The giant holes in galaxies’ centers shouldn’t be able to merge, yet merge they do. Scientists suggest that an unusual form of dark matter may be the solution.

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AWS Machine Learning Blog

OCTOBER 23, 2024

In today’s customer-centric business world, providing exceptional customer service is crucial for success. Contact centers play a vital role in shaping customer experiences, and analyzing post-call interactions can provide valuable insights to improve agent performance, identify areas for improvement, and enhance overall customer satisfaction. Amazon Web Services (AWS) has AI and generative AI solutions that you can integrate into your existing contact centers to improve post-call analysis.

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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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Hacker News

OCTOBER 23, 2024

Taiwan Semiconductor Manufacturing Co. discovered this month that chips it made for a specific customer ended up with Huawei Technologies Co., a potential violation of US sanctions intended to sever the flow of technology to a Chinese national champion.

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Adrian Bridgwater for Forbes

OCTOBER 23, 2024

UiPath CEO Daniel Dines thinks we've just seen Act I of the automation play and - like any good drama - Act II is when the plot can really thicken, in a good way.

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Hacker News

OCTOBER 23, 2024

An in-depth analysis that explains how this console works internally

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DeepMind

OCTOBER 23, 2024

Our latest AI music technologies are now available in MusicFX DJ, Music AI Sandbox and YouTube Shorts

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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

Hacker News

OCTOBER 23, 2024

What is paper mill and how does it work?

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Dataversity

OCTOBER 23, 2024

In today’s rapidly evolving data landscape, organizations must make sense of the overwhelming amounts of data generated daily. The roles of data engineers and data scientists are central to this mission. They each require distinct skill sets that, when combined, can create a powerful synergy. As a seasoned data professional, I have witnessed how effective collaboration between data engineers […] The post How Collaboration Between Data Engineers and Data Scientists Unlocks Actionable Insigh

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Hacker News

OCTOBER 23, 2024

Access for Infrastructure, BastionZero’s integration into Cloudflare One, will enable organizations to apply Zero Trust controls to their servers, databases, Kubernetes clusters, and more. Today we’re announcing short-lived SSH access as the first available feature of this integration.

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Dataconomy

OCTOBER 23, 2024

When it comes to cryptocurrency, most people are familiar with big names like Ethereum and Bitcoin (BTC). These coins are powerhouses in the market, with billions in market cap and years of history behind them. But what about presales? If you’ve dipped your toes into the crypto world, you’re probably heard of presale tokens. They’re those shiny new coins being offered before they even hit the mainstream exchanges.

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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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Hacker News

OCTOBER 23, 2024

On the Silk Road, these lost twin cities may have sustained themselves in a foreboding landscape with metallurgy and commerce

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Dataconomy

OCTOBER 23, 2024

Microsoft is launching Copilot Studio, a tool that allows companies to create custom AI assistants to automate a wide range of tasks. The tool will enter a public preview in November, following a closed beta that started earlier this year. With Copilot Studio, businesses can build AI-driven agents to streamline internal operations and improve customer interactions.

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Hacker News

OCTOBER 23, 2024

Employees only, for now.

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Dataconomy

OCTOBER 23, 2024

Anthropic has announced the launch of two new AI models: an upgraded Claude 3.5 Sonnet and a new Claude 3.5 Haiku. The upgraded Claude 3.5 Sonnet offers across-the-board improvements, with significant gains in coding capabilities. The new Claude 3.5 Haiku brings advanced AI features at an affordable price, matching the performance of Anthropic’s previous flagship model, Claude 3 Opus, while maintaining similar speed and cost as its predecessor.

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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?