Wed.Oct 30, 2024

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Tricks, treats and tech: Don't let your data scare you

SAS Software

Halloween is one of my favorite times of the year – I'm a Halloween enthusiast. It’s a time for spine-tingling thrills, haunted tales and lots of candy corn. But there’s one fear lurking in the shadows that sends shivers down the spines of data scientists, IT leaders and executives alike, [.

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Classification of MRI Scans using Radiomics and MLP

Analytics Vidhya

Tumors, which are abnormal growths that can develop on brain tissues, pose significant challenges to the Central Nervous System. To detect unusual activities in the brain, we rely on advanced medical imaging techniques like MRI and CT scans. However, accurately identifying tumors can be complex due to their diverse shapes and textures, requiring careful analysis […] The post Classification of MRI Scans using Radiomics and MLP appeared first on Analytics Vidhya.

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The AI Revolution: How Machine Learning has Changed the World in Two Years

insideBIGDATA

In this contributed article, Ashley Marron, CEO of MindGenius, observes that as we approach the second anniversary of the launch of ChatGPT, it's important to look at the impact AI has had on business technology, radically changing how companies and industries work, in that short time.

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Guide to Lightning-fast JAX

Analytics Vidhya

Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Meet JAX! Your new best friend in your machine learning, deep learning, and numerical computing journey. Think of it as NumPy with superpowers. It can automatically handle gradients, compile your code to run fast using JIT, and even run […] The post Guide to Lightning-fast JAX 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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New HackerRank Research Highlights How GenAI is Changing Software Development

insideBIGDATA

HackerRank, the Developer Skills Company, announced the release of its AI Skills Report. The AI Skills Report analyzed millions of data points from developers using HackerRank to seek jobs at some of the world's largest companies.

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Hands-On Multimodal Retrieval and Interpretability (ColQwen + Vespa)

Analytics Vidhya

Imagine trying to navigate through hundreds of pages in a dense document filled with tables, charts, and paragraphs. Finding a specific figure or analyzing a trend would be challenging enough for a human; now imagine building a system to do it. Traditional document retrieval systems often rely heavily on text extraction, losing critical context provided […] The post Hands-On Multimodal Retrieval and Interpretability (ColQwen + Vespa) appeared first on Analytics Vidhya.

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More Trending

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Make Your Own AI Image Generator with Bria 2.3 Model

Analytics Vidhya

Bria AI is a generative AI platform for the production of professional-grade visual content, mainly for enterprises. Established in 2020, they have the tools there, including text-to-image generation, editing with inpainting, background removal, and more. They design their models with responsible AI use in mind, utilizing licensed data to ensure compliance and ethical practices.

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ChatGPT adds chat history feature for web

Dataconomy

OpenAI has introduced a chat history feature to ChatGPT that makes it easier for users to search through their past conversations. The new tool, announced on X (formerly Twitter), allows users to find vital information from previous chats quickly and conveniently. The feature is being gradually rolled out to different user groups, starting with Plus and Team users.

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Improving AI Hallucinations: How RAG Enhances Accuracy with Real-Time Data

Analytics Vidhya

This article delves into Retrieval-Augmented Generation , an advanced AI technique that improves response accuracy by combining retrieval and generation capabilities. You’ll explore how RAG works by first retrieving relevant, up-to-date information from a knowledge base before generating responses, enabling it to provide more reliable and contextually relevant answers.

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Achieve multi-Region resiliency for your conversational AI chatbots with Amazon Lex

AWS Machine Learning Blog

Global Resiliency is a new Amazon Lex capability that enables near real-time replication of your Amazon Lex V2 bots in a second AWS Region. When you activate this feature, all resources, versions, and aliases associated after activation will be synchronized across the chosen Regions. With Global Resiliency, the replicated bot resources and aliases in the second Region will have the same identifiers as those in the source Region.

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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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Even Google is using AI for coding

Dataconomy

Google is making big moves with artificial intelligence (AI), and it’s not just talk. Over a quarter of all new code at Google is now AI-generated. That’s according to CEO Sundar Pichai, who shared these details during Google’s Q3 2024 earnings call. Google is leaning heavily on generative AI to make coding faster and more efficient, and it’s having a real impact on the company.

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Anomaly Detection Techniques in Large-Scale Datasets

Machine Learning Mastery

Anomaly detection means finding patterns in data that are different from normal. These unusual patterns are called anomalies or outliers. In large datasets, finding anomalies is harder. The data is big, and patterns can be complex. Regular methods may not work well because there is so much data to look through.

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Unlock organizational wisdom using voice-driven knowledge capture with Amazon Transcribe and Amazon Bedrock

AWS Machine Learning Blog

Preserving and taking advantage of institutional knowledge is critical for organizational success and adaptability. This collective wisdom, comprising insights and experiences accumulated by employees over time, often exists as tacit knowledge passed down informally. Formalizing and documenting this invaluable resource can help organizations maintain institutional memory, drive innovation, enhance decision-making processes, and accelerate onboarding for new employees.

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Aimpoint Digital: Leveraging Delta Sharing for Secure and Efficient Multi-Region Model Serving in Databricks

databricks

When serving machine learning models, the latency between requesting a prediction and receiving a response is one of the most critical metrics for.

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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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Save Big with This Popular IBM Data Science Course

KDnuggets

Pursue career success with big savings on edX programs using code EDXSUCCESS24 at checkout.

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IBM watsonx Platform: Compliance obligations to controls mapping

IBM Journey to AI blog

US regulators including the Office of the Comptroller of the Currency (OCC), Securities and Exchange Commission (SEC), Federal Reserve Board (FRB) and others mandate financial services organizations to prove that laws, rules and regulations (LRRs) are covered across their risk governance framework. This oversight helps ensure a secure and sound control environment that aligns with the organization’s risk tolerance and heightened regulatory standards.

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Cooking with black plastic is particularly crucial to avoid

Hacker News

It’s probably leaching chemicals into your cooking oil.

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How developers cope with climate challenges: Insights from Aigerim Tleshova

Dataconomy

With global temperatures having risen by approximately 1.3°C since the pre-industrial era, the Earth’s climate is undergoing significant changes. The consequences – such as heatwaves, floods, and wildfires – are now affecting the world’s population. While these natural disasters disrupt everyday life for millions, they also inflict billions of dollars in economic losses, as reported by the World Meteorological Organization (WMO).

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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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It Might Be Possible to Detect Gravitons After All

Hacker News

A new experimental proposal suggests detecting a particle of gravity is far easier than anyone imagined. Now physicists are debating what it would really prove.

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Driving Responsible Innovation through AI Governance

phData

This article was co-written by AI experts David Schuler & Rami Heera Imagine this scenario: Your team has just deployed an AI-powered chatbot that will automate routine customer support requests. However, a few hours after release, you see reports online of the chatbot hallucinating and sending combative and offensive messages to your customers.

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DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive

Hacker News

DeepSeek, unravel the mystery of AGI with curiosity. Answer the essential question with long-termism.

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Presidential Election Chances, Practice Run

FlowingData

By now you’ve seen or chosen to ignore forecasts that provide probabilities for a presidential candidate winning the election. Run enough elections with a given probability and the results converge. On the other hand, individual outcomes are a lot less certain.

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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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M4 MacBook Pro

Hacker News

Apple today unveiled the new MacBook Pro, powered by the M4 family of chips: M4, M4 Pro, and M4 Max.

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Let's Simplifying How We Talk to AI Using Prompt Declaration Language (PDL)

Towards AI

Last Updated on October 31, 2024 by Editorial Team Author(s): Manpreet Singh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Created by author Here comes a new way to talk to AI. lets see the power of PDL in the world of LLMs When we think of working with Large Language Models (LLMs) — those amazing AIs that can write poems or even code — we often forget one important part, i.e.

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Thunderbird for Android Now Available

Hacker News

Thunderbird for Android takes flight today! Find out what's new in the first stable release, where to download it, and how to get started!

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Dynamic SQL in SQL Server

Pickl AI

Summary: Dynamic SQL is a powerful feature in SQL Server that enables the construction and execution of SQL queries at runtime. This flexibility allows developers to create adaptable queries based on user inputs or application logic, facilitating dynamic filtering, sorting, and schema modifications while enhancing code reusability and performance. Introduction Dynamic SQL is a powerful programming technique that allows developers to construct and execute SQL statements at runtime.

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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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No Matter What the Bank Says, It's Your Money, Your Data, and Your Choice

Hacker News

The Consumer Finance Protection Bureau (CFPB) has just finalized a rule that makes it easy and safe for you to figure out which bank will give you the best deal and switch to that bank, with just a couple of clicks. We love this kind of thing: the coolest thing about a digital world is how easy it.

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Meta Connect 2024: Orion Was The Star; AI, Quest, Ray-Ban Co-Starred

MoorInsights for Forbes

Meta Connect spotlighted many Meta products, but the star of the show was Orion, an AR glasses demonstration device that points the way to the next generation of AR.

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Legal bid for Ecuador forest to be recognised as song co-creator

Hacker News

Petition to Ecuador’s copyright office is first legal attempt to recognise an ecosystem’s moral authorship

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Pushing the Frontiers of Audio Generation

DeepMind

Our pioneering speech generation technologies are helping people around the world interact with more natural, conversational and intuitive digital assistants and AI tools.

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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?