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Artificial Intelligence Appreciation Day is celebrated on July 16 each year. With discoveries in science, tech, and healthcare, AI offers the possibility of a more evolved future. AI tools already dominate the market making human life much easier. n this special round-up, we've collected a number of commentaries from our friends in the AI industry ecosystem.
The Women in Networking at SC, or WINS, program was created to celebrate and expand the opportunities for early- to mid-career women to participate in advancing technology through SCinet, the world’s fastest, most powerful temporary computer network. SCinet is constructed and deconstructed on location annually for the SC conference.
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.
Introduction Assume you are engaged in a challenging project, like simulating real-world phenomena or developing an advanced neural network to forecast weather patterns. Tensors are complex mathematical entities that operate behind the scenes and power these sophisticated computations. Tensors efficiently handle multi-dimensional data, making such innovative projects possible.
Introduction Have you ever found yourself staring at a table full of numbers—maybe sales figures, customer demographics, or financial data — and felt completely overwhelmed? You’re not alone! Dealing with and interpreting raw data is never easy, but knowing how to look for essential patterns can be tough, too. However, with better data visualization, all […] The post How to Create a Power BI Heatmap?
Introduction Have you ever found yourself staring at a table full of numbers—maybe sales figures, customer demographics, or financial data — and felt completely overwhelmed? You’re not alone! Dealing with and interpreting raw data is never easy, but knowing how to look for essential patterns can be tough, too. However, with better data visualization, all […] The post How to Create a Power BI Heatmap?
Introduction A new paradigm in the rapidly developing field of artificial intelligence holds the potential to completely transform the way we work with and utilize language models. The Algorithm of Thoughts (AoT) is a novel method to prompt engineering that blends the adaptability of algorithmic problem-solving with the strength of structured thought.
Introduction Imagine you’re on the brink of developing the next big breakthrough in AI technology, like a state-of-the-art chatbot or an advanced recommendation system. However, the journey from a brilliant prototype to a fully operational, reliable application is filled with hurdles. Enter LangSmith, the game-changer that simplifies this transition.
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.
Introduction Imagine being able to predict the future with a roll of the dice—sounds intriguing, right? Welcome to the world of Monte Carlo simulation! Inspired by the chance and excitement of the Monte Carlo Casino in Monaco, this powerful statistical method transforms the uncertainty of life into a tool for making informed decisions. Running countless […] The post What is Monte Carlo Simulation in Excel?
An aerial view of the flooded neighborhood of Juana Matos in the aftermath of Hurricane Maria in Cataño, Puerto Rico, on Friday, September 22nd, 2017. | Photo: Getty Images Puerto Rico filed suit against fossil fuel companies this week, alleging that the oil and gas giants have misled the public about climate change and delayed a transition to clean energy.
Introduction OpenCV’s contour function is a fundamental feature in computer vision that allows for the detection and analysis of the shapes and boundaries of objects within an image. By defining contours as curves connecting continuous points along a boundary with the same color or intensity, this function enables various applications, from object detection to shape […] The post Exploring OpenCV’s Contour Function: A Deep Dive into Image Processing appeared first on Analytics Vidhya.
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
When we invented Private Browsing back in 2005, our aim was to provide users with an easy way to keep their browsing private from anyone who shared the same device.
It’s gotten more difficult to get into top colleges over the years, but most schools have either admitted students at the same rate or increased admission rates since 2001. Using data from the National Center for Education Statistics, see how your school changed.
Many apps have basic accessibility issues, like missing labels or low contrast. Automated tools can help app developers catch basic issues, but can be laborious to run or require writing dedicated tests. In this work, we developed a system to generate accessibility reports from mobile apps through a collaborative process with accessibility stakeholders at Apple.
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.
This paper was accepted at the Foundation Models in the Wild workshop at ICML 2024. Diffusion models have become the de-facto approach for generating visual data, which are trained to match the distribution of the training dataset. In addition, we also want to control generation to fulfill desired properties such as alignment to a text description, which can be specified with a black-box reward function.
This paper has been accepted at the Foundation Models in the Wild workshop at ICML 2024. Large language models are versatile tools but are not suitable for small inference budgets. Small models have more efficient inference but their lower capacity means that their performance can be good only if one limits their scope to a specialized domain. This paper explores how to get a small language model with good specialized accuracy, even when specialization data is unknown during pretraining.
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
A former pop-singer, a YouTuber and a pioneering C.E.O. are among the select five given a special government designation. And they’re sharing advice for home cooks.
Secure aggregation of high-dimensional vectors is a fundamental primitive in federated statistics and learning. A two-server system such as PRIO allows for scalable aggregation of secret-shared vectors. Adversarial clients might try to manipulate the aggregate, so it is important to ensure that each (secret-shared) contribution is well-formed. In this work, we focus on the important and well-studied goal of ensuring that each contribution vector has bounded Euclidean norm.
SAS' Kirby Thomas demystifies joins, one of the more complicated data-merging tasks for new coders. The post The Simple Guide to SAS: SQL Joins appeared first on SAS Blogs.
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.
AMD used Computex 2024 to talk up its AI capabilities, from the datacenter to the consumer. It has the performance, but how about the energy efficiency for laptops?
In today’s context of global digitalization, software development has become a subject of major significance affecting every industry across the world. Every company, organization, and institution need a website. Every professional, academic, or social community relies on apps. Digital platforms and ecosystems cover every sphere of social life, whether it’s work, leisure, or interactions with governmental structures.
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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