Mon.May 27, 2024

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How to Move Generative AI Applications to Production?

Analytics Vidhya

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

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Generative vs Discriminative AI: Understanding the 5 Key Differences

Data Science Dojo

In the recent discussion and advancements surrounding artificial intelligence, there’s a notable dialogue between discriminative and generative AI approaches. These methodologies represent distinct paradigms in AI, each with unique capabilities and applications. Yet the crucial question arises: Which of these emerges as the foremost driving force in AI innovation?

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Python String Matching With Pregex

Analytics Vidhya

Introduction String matching in Python can be challenging, but Pregex makes it easy with its simple and efficient pattern-matching capabilities. In this article, we will explore how Pregex can help you find patterns in text effortlessly. We will cover the benefits of using Pregex, a step-by-step guide to getting started, practical examples, tips for efficient […] The post Python String Matching With Pregex appeared first on Analytics Vidhya.

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How to Use GPT for Generating Creative Content with Hugging Face Transformers

KDnuggets

Read this concise tutorial to find out how to use GPT to generate creative content with Hugging Face Transformers. No nonsense, just that facts.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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How to Build an Effective Text Summarization Model Using Google’s T5-Base?

Analytics Vidhya

Introduction Text summarization is an essential part of natural language processing (NLP) that tries to shorten enormous amounts of text and make more readable summaries while retaining crucial information. Given the expansion of internet material, good summarizing techniques are essential for various applications, such as academic research, content generation, and news summaries.

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Google Have Just Dropped a New Course: AI Essentials

KDnuggets

A course that helps career switchers and advancers harness the power of AI to transform the way they work.

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More Trending

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Efficient Diffusion Models without Attention

Machine Learning Research at Apple

Transformers have demonstrated impressive performance on class-conditional ImageNet benchmarks, achieving state-of-the-art FID scores. However, their computational complexity increases with transformer depth/width or the number of input tokens and requires patchy approximation to operate on even latent input sequences.

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Navigating Your Data Science Career: From Learning to Earning

KDnuggets

Is earning worth learning in today’s data science landscape? Short answer: yes. The long answer calls for an article.

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Is web3 data storage ushering in a new era of privacy?

Dataconomy

For many years, the personal data of billions of people has been stored on centralized servers owned by big tech giants like Google, Amazon, and Facebook. While these international corporations have built monolithic empires through the collection of vast troves of monetizable data – often without transparency or consent – frequent breaches have repeatedly highlighted their vulnerability.

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The Nonprofit Industrial Complex and the Corruption of the American City

Hacker News

What is taking place in America’s most performatively socialist urban areas is that taxes are constantly raised in order to fund public services, resulting in some of the most heavily taxed populations in the country. But this tax revenue is then squandered on private contracts to unaccountable nonprofit organizations whose activities do little to rectify the problems they are nominally being funded to address.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications

Machine Learning Research at Apple

We consider the task of animating 3D facial geometry from speech signal. Existing works are primarily deterministic, focusing on learning a one-to-one mapping from speech signal to 3D face meshes on small datasets with limited speakers. While these models can achieve high-quality lip articulation for speakers in the training set, they are unable to capture the full and diverse distribution of 3D facial motions that accompany speech in the real world.

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An Anonymous Source Shared Thousands of Leaked Google Search API Documents with Me; Everyone in SEO Should See Them

Hacker News

On Sunday, May 5th, I received an email from a person claiming to have access to a massive leak of API documentation from inside Google’s Search division. The email further claimed that these leaked documents were confirmed as authentic by ex-Google employees, and that those ex-employees and others had shared additional, private information about Google’s search operations.

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ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models

Machine Learning Research at Apple

Modern diffusion-based image generative models have made significant progress and become promising to enrich training data for the object detection task. However, the generation quality and the controllability for complex scenes containing multi-class objects and dense objects with occlusions remain limited. This paper presents ODGEN, a novel method to generate high-quality images conditioned on bounding boxes, thereby facilitating data synthesis for object detection.

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Possible association between tattoos and lymphoma revealed

Hacker News

Lund University. Our knowledge regarding the long-term health effects of tattoos is currently poor, and there is not a lot of research within this area. Now a research group at Lund University has investigated the association between tattoos and lymphoma.

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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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KPConvX: Modernizing Kernel Point Convolution with Kernel Attention

Machine Learning Research at Apple

In the field of deep point cloud understanding, KPConv is a unique architecture that uses kernel points to locate convolutional weights in space, instead of relying on Multi-Layer Perceptron (MLP) encodings. While it initially achieved success, it has since been surpassed by recent MLP networks that employ updated designs and training strategies.

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Why We're Turning Psychiatric Labels into Identities

Hacker News

So you’re on the spectrum, or you’ve got borderline personality disorder, or you’re a sociopath: once you’re sure that’s who you are, you’ve got a personal stake in a very creaky diagnostic system.

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Introducing DataCamps AI-Powered Chat Interface: DataLab

KDnuggets

An AI-powered insights platform to go from data to insight!

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Tesla 'self-driving' technology failed to detect a moving train ahead of a crash

Hacker News

A video viewed millions of times on social media shows a Tesla almost crashing into a train. Documents from Tesla show the car was in Full Self-Driving mode at the time.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Applying machine learning to improve video translation accuracy

Dataconomy

Video content is the most frequent form of communication. It’s a meeting recording, it’s a short you’re sending your friends, and it can be something much more. In enterprises, it can be used for trainings and onboarding and many other processes. This is where video translation comes in. Imagine a multinational business running onboarding in every country for the same set of skills, over and over, they’d have to record one in several different languages.

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An adjustable filter that can prevent interference in the range 600 MHz to 6 GHz

Hacker News

Penn Engineers have developed a new tool that could unlock the next generation of wireless networks: an adjustable filter that can successfully prevent interference in high-frequency bands of the electromagnetic spectrum

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Who is CP3? Don’t ask Google…

Dataconomy

Who is CP3? If you trust Google AI Overviews, you might get an answer that makes you spit out your coffee. From absurd basketball tips to culinary disasters, it seems the AI has taken a trip to the Twilight Zone. Ever wondered, “Can you train eight days a week?” or “Should I add glue to my pizza?” Well, Google’s AI has answers, and they’re as wild as they come.

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Notepad Tab

Hacker News

Write down anything and have it automatically persisted in the address bar and in the browser’s history. Easily back up or share any note by simply copy and pasting the URL.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Why is ChatGPT so slow? Tested ways to fix it

Dataconomy

Slow responses from ChatGPT can be frustrating, especially when you need quick answers or insights. If you’re finding ChatGPT so slow, here are some immediate troubleshooting steps to help you get back to using it efficiently. Why is ChatGPT so slow? Several factors can contribute to ChatGPT’s response time, including server load, the complexity of your query, network latency, and backend processing times.

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How many EV charging stations does the US need to replace gas stations?

Hacker News

The United States could fully transition to electric vehicles in about 20 years. When that happens, we’re going to need a lot of chargers.

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Estudio: 8 de cada 10 defraudadores prevén utilizar IA generativa en 2025

SAS Software

Una encuesta mundial de profesionales antifraude realizada por la ACFE y SAS revela un increíble entusiasmo por la IA generativa, pero estudios de referencia anteriores sugieren una realidad más difícil. La IA generativa ha cautivado la imaginación del público, y su poder y promesa parecen estar a punto de afectar [.] The post Estudio: 8 de cada 10 defraudadores prevén utilizar IA generativa en 2025 appeared first on SAS Blogs.

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Testing quantised inertia on Proxima Centauri

Hacker News

Abstract. The Alpha Centauri system has two close stars Alpha and Beta (A & B) and one much further away: Proxima Centauri.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Handle Long Pause Between Bot Responses Using Dialogflow

Chatbots Life

Why does audio need to be included in interactions between users and bots? In a conversational AI-enabled voice bot, in case of obtaining data from a database or requesting information from LLM models like ChatGPT, Claude, Gemini, or LLaMA, there’s inevitably a delay while waiting for updates or responses, often leading to an awkward pause in the interaction.

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Princeton astrophysicists re-imagine world map (2021)

Hacker News

Princeton Professors J. Richard Gott and Robert Vanderbei, in collaboration with David Goldberg of Drexel University, have designed a two-sided disk that minimizes the flaws of traditional flat maps.

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Content moderation on audio files with Python

AssemblyAI

With a growing percentage of human communication happening online, ensuring that this communication is content-appropriate for a given platform is critical to maintaining the integrity and safety of online spaces. Content moderation is essential in these efforts, helping to detect and manage inappropriate or sensitive material in media files. In this tutorial, we'll learn how you can use Python and state-of-the-art AI models to automatically perform content moderation on audio files at scal

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Ore Energy exits stealth mode unveils battery based on only iron, water and air

Hacker News

Delft-based Ore Energy, a science startup spun out of TU Delft, announced on Thursday that it has emerged from stealth with €10M funding from Positron

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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.