Wed.Sep 20, 2023

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Exploring Diffusion Models in NLP Beyond GANs and VAEs

Analytics Vidhya

Introduction Diffusion Models have gained significant attention recently, particularly in Natural Language Processing (NLP). Based on the concept of diffusing noise through data, these models have shown remarkable capabilities in various NLP tasks. In this article, we will delve deep into Diffusion Models, understand their underlying principles, and explore practical applications, advantages, computational considerations, relevance […] The post Exploring Diffusion Models in NLP Beyond GANs

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What can AI and generative AI do for governments?

IBM Journey to AI blog

Few technologies have taken the world by storm the way artificial intelligence (AI) has over the past few years. AI and its many use cases have become a topic of public discussion no longer relegated to tech experts. AI—generative AI, in particular—has tremendous potential to transform society as we know it for good, boost productivity and unlock trillions in economic value in the coming years.

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Top 20 Data Engineering Project Ideas [With Source Code]

Analytics Vidhya

Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning. Aspiring data engineers often seek real-world projects to gain hands-on experience and showcase their expertise. This article presents the top 20 data engineering project ideas with their source code.

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Chris Sullens, CEO of CentralReach – Interview Series

Unite.AI

Chris Sullens is the Chief Executive Officer of CentralReach and is leading the company in its mission to provide an end-to-end platform of software and services that enable Applied Behavior Analysis (ABA) clinicians and educators to produce superior client outcomes for people with autism and related disorders. The company h as just unveiled its new generative AI assistant, cari TM.

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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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How to Become a Data Scientist in USA? 

Analytics Vidhya

In today’s day and age, data science roles have become essential for organizations to survive. As per Glassdoor, the role of a Data Scientist has consistently ranked among the most sought-after job roles in the USA for four consecutive years. Wondering how to become a data scientist in USA? Don’t worry! We have got you […] The post How to Become a Data Scientist in USA?

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Prime Number Program in Python

Analytics Vidhya

For decades, mathematicians have been captivated by prime numbers—those elusive integers that can only be divided by one and themselves. In addition to their theoretical importance, prime numbers are essential to contemporary technology, cryptography, and algorithmic optimization. In this article, we explore the basic ideas behind Prime Number Program in Python, their identification, develop effective […] The post Prime Number Program in Python appeared first on Analytics Vidhya.

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“Teams will get smarter and faster”: A conversation with Eli Manning

IBM Journey to AI blog

For the last three years, IBM has worked with two-time champion Eli Manning to help spread the word about our partnership with ESPN. The nature of that partnership is pretty technical, involving powerful AI models—built with watsonx —that analyze massive data sets to generate insights that help ESPN Fantasy Football team owners manage their teams.

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GTX vs RTX: Which is Better for Data Science Applications?

Analytics Vidhya

Graphics Processing Units (GPUs) have become indispensable tools in the field of data science. They accelerate complex computations and enable data scientists to train machine learning models faster. When it comes to choosing the right GPU for data science tasks, two prominent lines of NVIDIA GPUs stand out: the GTX and RTX series. In this […] The post GTX vs RTX: Which is Better for Data Science Applications?

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Announcing the AssemblyAI plugin for Rivet

AssemblyAI

Ironclad recently announced they are open-sourcing Rivet , their IDE for developing AI applications. "Meet Rivet, a new visual programming environment for building with Generative AI designed specifically for enterprise development teams." Rivet supports extensibility through plugins and AssemblyAI collaborated with the Rivet team to contribute our transcription and LeMUR capabilities. 0:00 / 1× The plugin is built into Rivet so you don't need to install anything separately.

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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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Artificial Intelligence Could Finally Let Us Talk with Animals

Flipboard

Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.

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Build a podcast question & answer application using Rivet and AssemblyAI

AssemblyAI

Ironclad recently announced they are open-sourcing Rivet , their IDE for developing AI applications, and we announced the AssemblyAI plugin for Rivet so you can transcribe audio and use LeMUR in Rivet. In this tutorial, you'll use Rivet to develop a graph (more on that later) that transcribes a podcast episode, and a graph that takes your question and generates an answer using LeMUR.

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Amazon announces new generative AI version of Alexa

Flipboard

“Alexa, let’s chat” — nearly a decade after debuting its voice-activated Echo devies, the e-commerce and cloud juggernaut Amazon today announced that its signature voice assistant Alexa is being upgraded with a new, custom-built large language model (LLM), taking advantage of the generative AI boom …

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How to Choose the Best Speech-to-Text API

AssemblyAI

Speech-to-Text recognition technology has come a long way since Bell Laboratories invented “Audrey” in the 1950s. Audrey could only comprehend numbers, and it wasn’t until a decade later that researchers added rudimentary word comprehension. Today, Speech-to-Text recognition and AI transcription accuracy is fast approaching human accuracy levels.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Ray Dalio says AI will greatly disrupt in our lives within a year—you should be both excited and scared of it

Flipboard

Artificial intelligence will shake up the world as quickly as next year, says Ray Dalio — good news for some people, and bad news for others. Here's why.

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Meet StableSR: A Novel AI Super-Resolution Approach Exploiting the Power of Pre-Trained Diffusion Models

Marktechpost

Significant progress has been observed in the development of diffusion models for various image synthesis tasks in the field of computer vision. Prior research has illustrated the applicability of the diffusion prior, integrated into synthesis models like Stable Diffusion, to a range of downstream content creation tasks, including image and video editing.

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10 ChatGPT Projects Cheat Sheet

Flipboard

KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.

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Can Video Segmentation Be More Cost-Effective? Meet DEVA: A Decoupled Video Segmentation Approach that Saves on Annotations and Generalizes Across Tasks

Marktechpost

Have you ever wondered how surveillance systems work and how we can identify individuals or vehicles using just videos? Or how is an orca identified using underwater documentaries? Or perhaps live sports analysis? All this is done via video segmentation. Video segmentation is the process of partitioning videos into multiple regions based on certain characteristics, such as object boundaries, motion, color, texture, or other visual features.

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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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Amazon Limits Authors to Self-Publishing 3 Books Per Day Amid Flood of AI Garbage

Flipboard

Amazon moves to stop people from posting AI-generated books on its marketplace, though a three-books-per-day limit still seems high given how long it …

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OpenAI Unveils DALL·E 3: A Revolutionary Leap in Text-to-Image Generation

Marktechpost

In a significant technological leap, OpenAI has announced the launch of DALL·E 3, the latest iteration in their groundbreaking text-to-image generation technology. With an unprecedented capacity to understand nuanced and detailed descriptions, DALL·E 3 promises to revolutionize the creative landscape by allowing users to translate their textual ideas into astonishingly accurate images effortlessly.

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I’m an ER doctor: Here’s what AI startups get wrong about “ChatGPT for telehealth”

Flipboard

The explosion of telehealth might seem like a huge opportunity for AI. But it is also a huge risk. As a practicing ER doctor, I’m quite excited by the potential of LLMs like ChatGPT for health care.

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Virtually Incredible: Mercedes-Benz Prepares Its Digital Production System for Next-Gen Platform With NVIDIA Omniverse, MB.OS and Generative AI

NVIDIA

Mercedes-Benz is using digital twins for production with help from NVIDIA Omniverse , a platform for developing Universal Scene Description (OpenUSD) applications to design, collaborate, plan and operate manufacturing and assembly facilities. Mercedes-Benz’s new production techniques will bring its next-generation vehicle portfolio into its manufacturing facilities operating in Rastatt, Germany; Kecskemét, Hungary; and Beijing, China — and offer a blueprint for its more than 30 factories worldwi

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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STAT+: AI is coming to your dentist’s office. Will it build trust, or erode it?

Flipboard

Open wide, AI wants a look inside your mouth. A new wave of software is promising to supercharge dentists’ ability to spot decay and bone loss — and propose treatments earlier in the disease process. In just the past three years, eight AI products have gained approval from the Food and Drug Administration. Many more are on the way. These tools in some cases identify lesions years before dentists can see them on X-rays and other images, providing increased treatment opportunities ba

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Train and deploy ML models in a multicloud environment using Amazon SageMaker

AWS Machine Learning Blog

As customers accelerate their migrations to the cloud and transform their business, some find themselves in situations where they have to manage IT operations in a multicloud environment. For example, you might have acquired a company that was already running on a different cloud provider, or you may have a workload that generates value from unique capabilities provided by AWS.

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This ex-Googler helped launch the Gen AI boom. Now he wants to reinvent vaccines

Flipboard

Former Google AI researcher Jakob Uszkoreit was one of the eight co-authors of the seminal 2017 paper “Attention is All You Need,” which introduced the Transformers architecture that went on to underpin ChatGPT and most other large language models (LLMs).

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Microsoft’s Updated Xbox Series X Ditches Physical Media

Extreme Tech

Per leaked documents, Microsoft hopes the revamped console's 2TB of internal storage and upgraded Wi-Fi capabilities make up for a lack of disc drive.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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The deepfake avatars who want to sell you everything

Flipboard

AI-generated livestreamers can speak any language, making it easier for Chinese brands to capture an audience abroad.

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Mars Rover Finds Ancient Debris Left by Flowing Water

Extreme Tech

The dark rocks were carried from high up on Mount Sharp, where Curiosity will never be able to reach.

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A Developer Asked AI to Name and Launch a Memecoin—It Raked In $12 Million In One Day

Flipboard

The name of the first coin, AstroPepeX, was suggested by ChatGPT after it analyzed other successful token names.

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