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 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.

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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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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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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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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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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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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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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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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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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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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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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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Introducing DataCamps AI-Powered Chat Interface: DataLab

KDnuggets

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

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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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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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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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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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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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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Depression, schizophrenia and bipolar disorder linked with ancient viral DNA

Hacker News

‘Hervs’ date back hundreds of thousands of years – and play an important role in regulating genes.

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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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British Museum gems for sale on eBay – how a theft was exposed

Hacker News

The two clues that helped a Danish gem collector with a photographic memory crack open the case.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.