Analytics Vidhya

DECEMBER 26, 2024

Open-source AI models on Hugging Face have become a driving force in the AI space, and Hugging Face remains at the forefront of this movement. In 2024, it solidified its role as the go-to platform for state-of-the-art models, spanning NLP, computer vision, speech recognition, and more. These models rival proprietary ones, offering flexibility for customization […] The post Top 12 Open Source Models on Hugging Face in 2024 appeared first on Analytics Vidhya.

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insideBIGDATA

DECEMBER 26, 2024

NetApp(NASDAQ: NTAP), the intelligent data infrastructure company, released its second annualData Complexity Report, which examines how global organizations are navigating the increasing complexity of managing their data for AI.

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Analytics Vidhya

DECEMBER 26, 2024

Linear algebra is a cornerstone of many advanced mathematical concepts and is extensively used in data science, machine learning, computer vision, and engineering. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important? This article breaks down the concept […] The post What is an Eigenvector and Eigenvalues?

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Dataconomy

DECEMBER 26, 2024

Broadcom’s impressive rise in the semiconductor market reflects significant revenue growth, driven largely by its custom AI solutions and recent VMware integration. The company’s shares have surged approximately 240% over the past three years, considerably outperforming the PHLX Semiconductor Sector index, which observed a 27% increase during the same period.

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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 26, 2024

Small language models (SLMs) are making a significant impact in AI. They provide strong performance while being efficient and cost-effective. One standout example is the Llama 3.2 3B. It performs exceptionally well in Retrieval-Augmented Generation (RAG) tasks, cutting computational costs and memory usage while maintaining high accuracy. This article explores how to fine-tune the Llama […] The post Fine-tuning Llama 3.2 3B for RAG appeared first on Analytics Vidhya.

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Flipboard

DECEMBER 26, 2024

This year, IEEE Spectrum readers had a keen interest in all things software: Whats going on in the tumultuous world of open-source, why the sheer size of code is causing security vulnerabilities, and how we need to take seriously the energy costs of inefficient code. The ever-growing presence of artificial intelligence also made itself known in the computing world, by introducing an LLM-powered Internet search tool, finding ways around AIs voracious data appetite in scientific applications, and

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KDnuggets

DECEMBER 26, 2024

A beginners guide to getting started with image captioning models with HuggingFace.

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Towards AI

DECEMBER 26, 2024

Author(s): Lazar Gugleta Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Improving your business is a daily and tedious task, but using competition data can provide interesting underlying insights. Data analysis lets you know how you stack against the competition and how to improve your assets, such as a website, opening hours, extra equipment, etc.

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AWS Machine Learning Blog

DECEMBER 26, 2024

The report The economic potential of generative AI: The next productivity frontier , published by McKinsey & Company, estimates that generative AI could add an equivalent of $2.6 trillion to $4.4 trillion in value to the global economy. The largest value will be added across four areas: customer operations, marketing and sales, software engineering, and R&D.

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The MLOps Blog

DECEMBER 26, 2024

TL;DR LangChain provides composable building blocks to create LLM-powered applications, making it an ideal framework for building RAG systems. Developers can integrate components and APIs of different vendors into coherent applications. Evaluating a RAG systems performance is crucial to ensure high-quality responses and robustness. The Ragas framework offers a large number of RAG-specific metrics as well as capabilities for generating dedicated evaluation datasets. neptune.ai makes it easy for R

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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

Hacker News

DECEMBER 26, 2024

The behavior of an organism is influenced by the complex interplay between its brain, body and environment. Existing data-driven models focus on either the brain or the body–environment. Here we present BAAIWorm, an integrative data-driven model of Caenorhabditis elegans, which consists of two submodels: the brain model and the body–environment model.

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Towards AI

DECEMBER 26, 2024

Last Updated on December 26, 2024 by Editorial Team Author(s): Lazar Gugleta Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Improving your business is a daily and tedious task, but using competition data can provide interesting underlying insights. Data analysis lets you know how you stack against the competition and how to improve your assets, such as a website, opening hours, extra equipment, etc.

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Dataconomy

DECEMBER 26, 2024

Advanced Micro Devices (AMD) has seen a 19% decline in stock value over the past year, despite a broader market surge with the S&P 500 and Nasdaq Composite rising by 24% and 30%, respectively. The decline sharply contrasts with competitor Nvidia, which experienced a 172% increase. AMD’s third-quarter financial results indicate mixed performance across sectors, reporting revenue of $6.8 billion, an 18% increase year over year.

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Towards AI

DECEMBER 26, 2024

Last Updated on December 26, 2024 by Editorial Team Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Leveraging Attention Neural Networks to Analyze Competition, Regulation, and Market Trends Photo by Traxer on Unsplash Are you curious about digital coins where they come from and where theyre headed?

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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

Dataconomy

DECEMBER 26, 2024

Whether you’ve just unwrapped a new Apple Watch Series 10 or opted for the rugged Apple Watch Ultra 2 this holiday season, its essential to explore its capabilities. With features for fitness, safety, and navigation, users can maximize their experience. New owners should focus on apps to enhance functionality and familiarize themselves with watchOS 11’s features.

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Towards AI

DECEMBER 26, 2024

Last Updated on December 26, 2024 by Editorial Team Author(s): Richard Warepam Originally published on Towards AI. 4 Things to Keep in Mind Before Deploying Your ML Models This member-only story is on us. Upgrade to access all of Medium. Source: Image By Author As a Cloud Engineer, Ive recently collaborated with a number of project teams, and my primary contribution to these teams has been to do the DevOps duties required on the GCP Cloud.

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Dataversity

DECEMBER 26, 2024

In todays evolving digital landscape, organizations are under immense pressure to innovate and adapt swiftly. Digital transformation is no longer a luxury but a necessity for businesses aiming to stay competitive. At the heart of this transformation lies data a critical asset that, when managed effectively, can drive innovation, enhance customer experiences, and open […] The post Corporate Data Governance: The Cornerstone of Successful Digital Transformation appeared first on DATAVERSITY.

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Towards AI

DECEMBER 26, 2024

Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Leveraging Attention Neural Networks to Analyze Competition, Regulation, and Market Trends Photo by Traxer on Unsplash Are you curious about digital coins where they come from and where theyre headed? Are they set to grow forever, or could the hype around Bitcoin fizzle out?

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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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Dataconomy

DECEMBER 26, 2024

OpenAI’s ChatGPT and Sora video generator are down as of 1:30PM ET, with users reporting issues worldwide. Is ChatGPT down: The answer is yes The issue first became apparent when users started reporting various error messages while attempting to access ChatGPT. Some encountered a “404 Error, Page Not Found” message, while others were met with a notification stating “Request is not allowed.

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Flipboard

DECEMBER 26, 2024

We finally have a real definition of the elusive "AGI.

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Hacker News

DECEMBER 26, 2024

3DWeb3D

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Flipboard

DECEMBER 26, 2024

Is a genuine brain-control revolution inbound, or is it just more tech bluster?

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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

Towards AI

DECEMBER 26, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good Morning, AI Enthusiasts! This week, weve got a lineup of hands-on tutorials perfect for enhancing your portfolio projects. If you havent already checked it out, weve also launched an extremely in-depth course to help you land a 6-figure job as an LLM developer. You can take a look at the free preview here.

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Flipboard

DECEMBER 26, 2024

When you really probe venture capitalists about investing in AI startups, theyll tell you that businesses are experimenting wildly but are very slow to add AI solutions into their ongoing business processes. But there are some exceptions.

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Hacker News

DECEMBER 26, 2024

Comments

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Flipboard

DECEMBER 26, 2024

Artificial Intelligence has been at the forefront of educational technology and innovation discussions these past two years and will likely continue to be so for the foreseeable future.

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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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Dataconomy

DECEMBER 26, 2024

The first half of 2024 has seen a significant increase in Distributed Denial of Service (DDoS) attacks, particularly amid ongoing geopolitical conflicts. Organizations in North Africa experience notable surges, with countries like Morocco, Egypt, Tunisia, and Algeria reporting the highest rates. The data indicates that critical infrastructure, including banking and utilities, has become prime targets for these evolving attacks, which are becoming increasingly sophisticated.

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Flipboard

DECEMBER 26, 2024

Since the release of ChatGPT to the public two years ago, we have been awash in extreme claims about the potential benefits and threats of large language models and generative A.I. Boosters and critics alike believe the technologys emergence is an inflection point in human history.

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Hacker News

DECEMBER 26, 2024

A tutorial on how to write a Unix shell in C.

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Flipboard

DECEMBER 26, 2024

A crash is coming.

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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?