Analytics Vidhya

DECEMBER 16, 2024

The NeurIPS 2024 Best Paper Awards were announced, spotlighting exceptional contributions to the field of Machine Learning. This year, 15,671 papers were submitted, of which 4,037 were accepted, representing an acceptance rate of 25.76%. These prestigious awards are the result of rigorous evaluation by specialized committees, comprising prominent researchers with diverse expertise, nominated and approved […] The post 5 Top Paper of NeurIPS 2024 that you Must Read appeared first on Analytic

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Dataconomy

DECEMBER 16, 2024

Meta’s Adam Mosseri emphasizes the importance of scrutinizing AI-generated content on social media platforms. As deep fakes become increasingly sophisticated, the ability to discern reality from fabrication is essential for users. Meta’s Mosseri stresses need to scrutinize AI-generated content Mosseri’s comments come amid rising concerns about deep fakes, which utilize generative adversarial networks (GAN) and diffusion models like DALL-E 2 to create false images and videos tha

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Analytics Vidhya

DECEMBER 16, 2024

Small Language Models (SLMs) are compact, efficient versions of large language models (LLMs) with fewer than 10 billion parameters. They are designed to reduce computational costs, energy usage, and latency while maintaining targeted performance. SLMs are ideal for resource-constrained environments like edge computing and real-time applications. By focusing on specific tasks and utilizing smaller datasets, […] The post News Classification by Fine-tuning Small Language Model appeared first

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Data Science Dojo

DECEMBER 16, 2024

In the rapidly evolving world of artificial intelligence , Large Language Models (LLMs) have become a cornerstone of innovation, driving advancements in natural language processing, machine learning, and beyond. As these models continue to grow in complexity and capability, the need for a structured way to evaluate and compare their performance has become increasingly important.

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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

DECEMBER 16, 2024

OpenAI Swarm – launched in 2024, is an experimental framework designed to simplify the orchestration of multi-agent systems for developers. It aims to streamline the coordination of AI agents through scalable and user-friendly mechanisms, making it easier to manage interactions within complex workflows. As an open-source project available on GitHub, Swarm offers developers the opportunity […] The post OpenAI Swarm: A Hands-On Guide to Multi-Agent Systems appeared first on Analytics V

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insideBIGDATA

DECEMBER 16, 2024

In this contributed article, Omar Zhandarbekuly, co-founder at Surfaice.pro, explores how AI particularly knowledge graphs, generative AI, and agentic AIcan bridge these gaps, transforming construction processes into streamlined, intelligent standalone systems.

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AWS Machine Learning Blog

DECEMBER 16, 2024

Today, we are excited to announce that the Llama 3.3 70B from Meta is available in Amazon SageMaker JumpStart. Llama 3.3 70B marks an exciting advancement in large language model (LLM) development, offering comparable performance to larger Llama versions with fewer computational resources. In this post, we explore how to deploy this model efficiently on Amazon SageMaker AI , using advanced SageMaker AI features for optimal performance and cost management.

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Analytics Vidhya

DECEMBER 16, 2024

Yet another holiday season has arrived. Its indeed the most wonderful time of the year. Its also that time of the year when working professionals set the same old out-of-office reply to every email they get. Well, the problem with automating email responses this way is that it gives the same flavourless replies to all […] The post Automating Email Responses Using CrewAI appeared first on Analytics Vidhya.

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KDnuggets

DECEMBER 16, 2024

Ever wondered how to handle large data without slowing down your computer? Lets learn about Dask, a tool that helps you work with large data quickly.

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Analytics Vidhya

DECEMBER 16, 2024

Generative AI is currently at the forefront of technological advancement and is quickly developing. As we approach 2025, this field is poised to drive significant technological and societal transformation. The greatest opportunities in AI are on the horizon. Similar to how electricity transformed industries, AI has the potential to foster innovation, create opportunities, and develop […] The post 10 New Year Resolutions for Every GenAI Professional appeared first on Analytics Vidhya.

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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.

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PyImageSearch

DECEMBER 16, 2024

Home Table of Contents Vision-Language Model: PaliGemma for Image Description Generator and More Configuring Your Development Environment Setup and Imports Loading the PaliGemma Model and Processor Visual Question Answering Document Understanding Image Caption and Description Generator Video Caption and Description Generator Summary Citation Information Vision-Language Model: PaliGemma for Image Description Generator and More In this tutorial, we will demonstrate a few use cases of PaliGemma, a

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Analytics Vidhya

DECEMBER 16, 2024

This guide walks you through the steps to set up and run StableAnimator for creating high-fidelity, identity-preserving human image animations. Whether you’re a beginner or experienced user, this guide will help you navigate the process from installation to inference. The evolution of image animation has seen significant advancements with diffusion models at the forefront, enabling […] The post Guide to StableAnimator for Identity-Preserving Image Animation appeared first on Analytic

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AWS Machine Learning Blog

DECEMBER 16, 2024

We spoke with Dr. Swami Sivasubramanian, Vice President of Data and AI, shortly after AWS re:Invent 2024 to hear his impressionsand to get insights on how the latest AWS innovations help meet the real-world needs of customers as they build and scale transformative generative AI applications. Q: What made this re:Invent different? Swami Sivasubramanian: The theme I spoke about in my re:Invent keynote was simple but powerfulconvergence.

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KDnuggets

DECEMBER 16, 2024

Get the Full 2024 Gartner Magic Quadrant Data Integration Report.

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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

Towards AI

DECEMBER 16, 2024

Last Updated on December 16, 2024 by Editorial Team Author(s): Adijsad Originally published on Towards AI. Want to test your video using Yolov7 and Google Colab? Learn how to make real-time object detection using your videos in this tutorial This member-only story is on us. Upgrade to access all of Medium. Custom Object Detection using YoloV7 (Source) YOLO (you only look once) is one of the state-of-the-art object detection models, overpowering most of its rivals.

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KDnuggets

DECEMBER 16, 2024

In this article, we'll explore 15 Python one-liners that make string manipulation not just efficient but also fun.

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Machine Learning Research at Apple

DECEMBER 16, 2024

Teleoperation for robot imitation learning is bottlenecked by hardware availability. Can high-quality robot data be collected without a physical robot? We present a system for augmenting Apple Vision Pro with real-time virtual robot feedback. By providing users with an intuitive understanding of how their actions translate to robot motions, we enable the collection of natural barehanded human data that is compatible with the limitations of physical robot hardware.

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KDnuggets

DECEMBER 16, 2024

Improve your coding skills with GitHub, a platform that offers free tutorials, code examples, roadmaps, projects, and comprehensive guides.

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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.

AI

O'Reilly Media

DECEMBER 16, 2024

Like just about everyone, we were impressed by the ability of NotebookLM to generate podcasts: Two virtual people holding a discussion. You can give it some links, and it will generate a podcast based on the links. The podcasts were interesting and engaging. But they also had some limitations. The problem with NotebookLM is that, while you can give it a prompt, it largely does what its going to do.

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Machine Learning Mastery

DECEMBER 16, 2024

This article will navigate you through the deployment of a simple machine learning (ML) for regression using Streamlit. This novel platform streamlines and simplifies deploying artifacts like ML systems as Web services.

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databricks

DECEMBER 16, 2024

While nearly 80% of the worlds data is in video format, enabling search and understanding on video data has historically been a challenging.

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Towards AI

DECEMBER 16, 2024

Last Updated on December 16, 2024 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Visualizing alarming UNHCR displacement trends with Python This member-only story is on us. Upgrade to access all of Medium. Python Streamlit is an awesome framework for creating interactive web interfaces and GPT-4 can whip up working Streamlit code in a flash.

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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

Dataconomy

DECEMBER 16, 2024

The Clop ransomware gang has claimed responsibility for recent data theft attacks against Cleo, utilizing zero-day vulnerabilities in the companys file transfer platforms. Cleo’s managed file transfer softwareCleo Harmony, VLTrader, and LexiComwas targeted, enabling hackers to steal sensitive corporate data. Clop ransomware targets Cleo data transfer platforms In October 2023, Cleo addressed a security flaw identified as CVE-2024-50623 , which allowed unrestricted file uploads and download

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Towards AI

DECEMBER 16, 2024

Last Updated on December 16, 2024 by Editorial Team Author(s): Florian June Originally published on Towards AI. Principles, Key Features and Insights This member-only story is on us. Upgrade to access all of Medium. In the internet age, the explosion of information has created a growing need for efficient content retrieval. Search engines like Google, Bing, and DuckDuckGo build on text-based keyword search to deeply analyze webpage links and assess their relevance.

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Dataconomy

DECEMBER 16, 2024

Google’s quantum chip, Willow, has sparked discussions about the existence of a multiverse after reportedly solving a complex computation in just five minutes. This task, which would take modern supercomputers around 10 septillion years to complete, was highlighted in a study published in the journal Nature. The breakthrough is the culmination of efforts from the Google Quantum AI team and suggests that quantum computing may operate across parallel dimensions.

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FlowingData

DECEMBER 16, 2024

For Wired, Dhruv Mehrotra and Dell Cameron, in collaboration with Bayerischer Rundfunk and Netzpolitik.org, check out location data for overseas military personnel that is probably too easy to buy. The data from a broker is primarily meant for marketing purposes so that companies can better target ads, but there isn’t exactly a strict vetting process for where the money comes from.

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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.

AI

Towards AI

DECEMBER 16, 2024

Author(s): Prashant Kalepu Originally published on Towards AI. The Top 10 AI Research Papers of 2024: Key Takeaways and How You Can Apply Them Photo by Maxim Tolchinskiy on Unsplash As the curtains draw on 2024, its time to reflect on the innovations that have defined the year in AI. And lets be real what a year it has been! From breakthroughs in large language models to revolutionary approaches in computer vision and AI safety, the research community has outdone itself.

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Flipboard

DECEMBER 16, 2024

Landmark results in geometry and number theory marked an exciting year for mathematics, at a time when advances in artificial intelligence are starting to transform the subjects future.

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Dataconomy

DECEMBER 16, 2024

Serbian police reportedly deployed a new spyware, NoviSpy, to monitor journalists and activists, according to a report by Amnesty International. The use of advanced phone-cracking tools like Cellebrite enabled unlawful access, raising concerns about digital privacy in the region. How NoviSpy Spyware allegedly helped Serbian police target journalists Amnesty International’s extensive 87-page report reveals details about the combination of spyware and phone-cracking technology employed by Se

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Hacker News

DECEMBER 16, 2024

Correction issued for black plastic study that had people tossing spatulas.

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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?