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In this contributed article, Vijay Veerra, Principal Consultant of Business Solutions and Research with Altimetrik, discusses the power of predictive analytics in identifying "purple swans" and their potential impact on businesses. Purple swan refers to a rare yet foreseeable event that offers unparalleled rewards. This article explores how companies can use predictive analytics to spot these events on the horizon, set their course accordingly, and sail toward a promising future.
Introduction As HBr says, “While a good presentation has data, data alone doesn’t guarantee a good presentation.” In the age of PowerPoint and Canva, where presenting information has become easier than ever, raise your hand if you haven’t ever heard a presenter say, “It might be hard to see this diagram, but it illustrates…” What […] The post Turn Boring into Brilliant: 7 Hacks to Improve Your Presentation appeared first on Analytics Vidhya.
In this contributed article, graphic designer and content writer, Erika Ballo delves into some emerging tools and frameworks in AI, comparing their strengths, usability, and ideal use cases.
Introduction Have you experienced the frustration of a well-performing model in training and evaluation performing worse in the production environment? It’s a common challenge faced in the production phase, and that is where Evidently.ai, a fantastic open-source tool, comes into play to make our ML model observable and easy to monitor. This guide will cover […] The post Monitor Data & Model in Airline Ops with Evidently & Streamlit in Production appeared first on Analytics
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.
Buckle up because we’re diving into the fascinating universe of Aitana, the Spanish AI model reshaping the landscape of the modeling industry. In the heart of Barcelona, where the rhythm of innovation dances alongside the beat of creativity, there’s a 25-year-old influencer turning the digital world on its head. Picture this: a pink-haired dynamo named Aitana López, a sensation with over 121,000 followers on Instagram, receiving DMs from real-world celebrities.
Introduction In the fast-paced world of customer support efficiency and responsiveness are paramount. Leveraging Large Language Models (LLMs) such as OpenAI’s GPT-3.5 for project optimization in customer support introduces a unique perspective. This article explores the application of LLMs in automating ticket triage, providing a seamless and efficient solution for customer support teams.
Artificial General Intelligence (AGI) captivates the AI realm, symbolizing systems surpassing human capabilities. OpenAI, a pivotal AGI researcher, recently transitioned from Q* to focus on Proximal Policy Optimization (PPO). This shift signifies PPO’s prominence as OpenAI’s enduring favorite, echoing Peter Welinder’s anticipation: “Everyone reading up on Q-learning, Just wait until they hear about PPO.” In […] The post Beyond Q-Star: OpenAI’s AGI breakt
Introduction Convolutional Neural Networks (CNNs) have been key players in understanding images and patterns, transforming the landscape of deep learning. The journey began with Yan introducing the LeNet architecture, and today, we have a range of CNNs to choose from. Traditionally, these networks heavily depended on fully connected layers, especially when sorting things into different […] The post Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers appeared first on
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.
Are you tired of browsing through endless YouTube videos to find the answers you need? Google’s Bard AI has rolled out a feature that’s set to revolutionise how we interact with video content. With the ability to watch and summarise YouTube videos, Bard AI is not just enhancing user experience but also redefining video content […] The post Google’s BARD can now ‘Watch and Answer Questions’ about YouTube Videos appeared first on Analytics Vidhya.
This article presents a classroom experiment that compared a strategy developed by a team of MBA students in the traditional way with one developed using a virtual AI assistant, which was an interactive tool that linked a tried-and-tested strategy toolkit as a plug-in to the generative AI underlying Chat GPT. The results of the two independent processes were largely similar, with the AI-assisted strategy being, if anything, more original.
In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
Cybercriminals tend to pounce on shoppers around the holidays, posing as retailers offering deep discounts in order to capture consumers' spending on …
A chatbot that can’t say anything controversial isn’t worth much. Bring on the uncensored models. One day in July, a developer who goes by the handle Teknium asked an AI chatbot how to make mayonnaise. Not just any mayo—he wanted a “dangerously spicy” recipe. The chatbot, however, politely declined.
PHP 8.3 is a major update of the PHP language. It contains many new features, such as explicit typing of class constants, deep-cloning of readonly properties and additions to the randomness functionality. As always it also includes performance improvements, bug fixes, and general cleanup.
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.
Artificial intelligence that can generate text, images and other content could help improve state programs but also poses risks, according to a report released by the governor’s office on Tuesday.
Over the last century, the Land of the Free has slowly transformed into a land governed by endless laws, largely by cracking down on vices instead of actual crimes, creating a society that would render us all criminals if our behavior were constantly observed. Meanwhile, the state has steadily expanded its use of mass surveillance, largely under the pretext of fighting “terror.
Researchers at ETH Zurich have developed a new technique that can significantly boost the speed of neural networks. They’ve demonstrated that altering the inference process can drastically cut down the computational requirements of these networks.
Researchers and administrators can integrate reproducible research and open science practices into daily practice at their research institutions by adapting research assessment criteria and program requirements, offering training, and building communities.
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
OpenAI's board of directors' abruptly firing CEO Sam Altman then bringing him back days later did not come out of nowhere. In fact, the boardroom drama represented the boiling over of tensions that have long simmered under the surface of the company.
The Electric Reliability Council of Texas warned it may use rolling blackouts to ease the strain on the state's power grid this winter as in February 2021 when over 200 people perished in the cold snap.
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.
For enterprise companies exploring opportunities in conversational artificial intelligence (AI), a new development promises greater access and affordability. Anthropic, a leading AI model lab, today dropped the per-token pricing of its conversational model Claude 2.
With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
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