Analytics Vidhya
NOVEMBER 21, 2024
Image segmentation is another popular computer vision task that has applications with different models. Its usefulness across different industries and fields has allowed for more research and improvements. Maskformer is part of another revolution of image segmentation, using its mask attention mechanism to detect objects that overlap their bounding boxes.
Dataconomy
NOVEMBER 21, 2024
Nvidia anticipates higher sales of its Blackwell AI chips than previously expected, driven by demand from major clients like Microsoft and OpenAI. The company confirmed its production capabilities during a recent earnings call, maintaining an ongoing expansion in AI chip manufacturing. Nvidia expects stronger sales of Blackwell AI chips Nvidia’s new flagship Blackwell AI servers might be facing cooling issues , but the company sidestepped the topic during today’s call.
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Analytics Vidhya
NOVEMBER 21, 2024
Introducing Hunyuan3D-1.0, a game-changer in the world of 3D asset creation. Imagine generating high-quality 3D models in under 10 seconds—no more long waits or cumbersome processes. This innovative tool combines cutting-edge AI and a two-stage framework to create realistic, multi-view images before transforming them into precise, high-fidelity 3D assets.
Dataconomy
NOVEMBER 21, 2024
Pokémon Go players are unwittingly training an advanced AI system designed by Niantic to complete real-world locations. This initiative centers around a “Large Geospatial Model” (LGM), which relies on user-generated data to enhance augmented reality and robotics applications. Pokémon Go players trained advanced AI for real-world applications Niantic’s official blog outlines that the LGM functions similarly to a “Large Language Model,” like ChatGPT, but pertains specifical
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 Vidhya
NOVEMBER 21, 2024
Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs. It plays a crucial role in improving data interpretability, optimizing algorithm efficiency, and preparing datasets for tasks like classification and clustering. This article explores data discretisation’s methodologies, benefits, and applications, offering […] The post What is Discretization in Machine Learn
Dataconomy
NOVEMBER 21, 2024
Meta has introduced several upgrades to its Messenger app, including HD video calling, noise suppression, and AI-generated backgrounds. These features aim to improve user experience in video and audio calls, aligning Messenger more closely with competitors like Google Meet, Zoom, and FaceTime. Meta enhances Messenger with AI features for calls The HD video calling feature is now enabled by default on Wi-Fi connections.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
insideBIGDATA
NOVEMBER 21, 2024
In this contributed article, freelance writer Ellie Gabel discusses how real-time data analysis and AI are refining various aspects of the heavy equipment industry, further promoting seamlessness and automation. Take a look at some of the ways data analytics and AI are transforming the sector.
Analytics Vidhya
NOVEMBER 21, 2024
In today’s fast-paced digital world, businesses are constantly looking for innovative ways to provide customized customer experiences that stand out. AI agents play a crucial role in personalizing these experiences by understanding customer behavior and tailoring interactions in real-time. In this article, we’ll explore how AI agents work to deliver customized customer experiences, examine the […] The post Using AI Agents to Create Customized Customer Experiences appeared first
databricks
NOVEMBER 21, 2024
We’re excited to announce a new integration between Databricks Notebooks and AI/BI Dashboards, enabling you to effortlessly transform insights from your notebooks into.
Analytics Vidhya
NOVEMBER 21, 2024
In the fast-paced digital landscape, businesses often face the challenge of promptly responding to customer emails while maintaining accuracy and relevance. Leveraging advanced tools like LangGraph, Llama 3, and Groq, we can streamline email workflows by automating tasks such as categorization, contextual research, and drafting thoughtful replies. This guide demonstrates how to build an automated […] The post Streamline Email Workflows with LangGraph, Llama 3, and GROQ for Smarter Customer
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.
Dataconomy
NOVEMBER 21, 2024
Lawyers for The New York Times and Daily News claim that OpenAI inadvertently deleted crucial data related to their copyright lawsuit against the company regarding unauthorized use of their content, according to a TechCrunch report. The incident occurred after OpenAI agreed to provide access to its training datasets to aid the plaintiffs in verifying the usage of their copyrighted materials.
AWS Machine Learning Blog
NOVEMBER 21, 2024
Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. The recent announcement of batch inference in Amazon Bedrock enables organizations to process large volumes of data efficiently at 50% less cost comp
NOVEMBER 21, 2024
Fine-tuning foundation models (FMs) is a process that involves exposing a pre-trained FM to task-specific data and fine-tuning its parameters. It can then develop a deeper understanding and produce more accurate and relevant outputs for that particular domain. In this post, we show how to use an Amazon SageMaker Autopilot training job with the AutoMLV2 SDK to fine-tune a Meta Llama2-7B model on question answering tasks.
KDnuggets
NOVEMBER 21, 2024
Improving existing software systems, making them more robust and capable of solving complex contemporary problems.
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
AWS Machine Learning Blog
NOVEMBER 21, 2024
As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. Audio and video segmentation provides a structured way to gather this detailed feedback, allowing models to learn through reinforcement learning from human feedback (RLHF) and supervised fine-tuning (SFT).
KDnuggets
NOVEMBER 21, 2024
Explore the Agenda for Gartner Data & Analytics Summit 2025, March 3 – 5 in Orlando, FL and plan your summit experience today.
databricks
NOVEMBER 21, 2024
We’re excited to announce that the Databricks Assistant , now fully hosted and managed within Databricks, is available in public preview! This version.
FlowingData
NOVEMBER 21, 2024
We like to imagine a world of autonomous robots that take care of tedious tasks so that we don’t have to. Chris Fenton likes to imagine robots made of garbage that roam around his backyard , and Grasso was born: Who says AGI has to be super intelligent just to be A, G and I? Grasso is driven by a kind of python ‘madlib’ wrapped around two LLMs (one multi-modal, one text-only).
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.
databricks
NOVEMBER 21, 2024
We are excited to announce that Azure Private Link is now Generally Available (GA) for Databricks serverless and Mosaic AI Model Serving workloads.
Dataconomy
NOVEMBER 21, 2024
Honda has unveiled plans to mass-produce solid-state batteries that could significantly enhance electric vehicle (EV) performance. The demonstration facility located in Sakura City, Japan, showcases Honda’s commitment to developing these advanced batteries, which promise higher energy density and longevity compared to traditional lithium-ion options.
databricks
NOVEMBER 21, 2024
While large language models (LLMs) are increasingly adept at solving general tasks, they can often fall short on specific domains that are dissimilar.
Analytics Vidhya
NOVEMBER 21, 2024
Sentiment analysis in finance is a powerful tool for understanding market trends and investor behavior. However, general sentiment analysis models often fall short when applied to financial texts due to their complexity and nuanced nature. This project proposes a solution by fine-tuning GPT-4o mini, a lightweight language model. By utilizing the TRC2 dataset, a collection […] The post Fine-Tuning GPT-4o Mini for Financial Sentiment Analysis appeared first on Analytics Vidhya.
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
AWS Machine Learning Blog
NOVEMBER 21, 2024
Today, we’re excited to share the journey of the VW —an innovator in the automotive industry and Europe’s largest car maker—to enhance knowledge management by using generative AI , Amazon Bedrock , and Amazon Kendra to devise a solution based on Retrieval Augmented Generation (RAG) that makes internal information more easily accessible by its users.
insideBIGDATA
NOVEMBER 21, 2024
Salesforce (NYSE: CRM), the AI CRM, announced agentic lifecycle management tools to automate Agentforce testing, prototype agents in secure Sandbox environments, and transparently manage usage at scale.
Dataconomy
NOVEMBER 21, 2024
Chinese AI lab DeepSeek has announced the release of its DeepSeek-R1-Lite-Preview model, which it claims rivals OpenAI’s o1 model. The new model offers a unique feature: transparency in its reasoning process, allowing users to see its step-by-step problem-solving methods. This announcement comes two months after OpenAI launched its o1-preview model, highlighting a growing competition in the AI reasoning space.
Hacker News
NOVEMBER 21, 2024
PHP 8.4 is a major update of the PHP language. It contains many new features, such as property hooks, asymmetric visibility, an updated DOM API, performance improvements, bug fixes, and general cleanup.
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.
NOVEMBER 21, 2024
Lawyers representing The New York Times and other outlets spent over 150 hours searching OpenAI’s data.
Hacker News
NOVEMBER 21, 2024
The 11 wind turbines on the northeast side of Casper once represented the region’s first step into renewable energy.
NOVEMBER 21, 2024
MIT researchers developed an efficient approach for training more reliable reinforcement learning models, focusing on complex tasks that involve variability. This could enable the leverage of reinforcement learning across a wide range of applications.
Hacker News
NOVEMBER 21, 2024
“The government’s really got to look at itself.
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?
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