Fri.Oct 20, 2023

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Integrating Generative AI and Reinforcement Learning for Self-Improvement

Analytics Vidhya

Introduction In the ever-evolving landscape of artificial intelligence, two key players have come together to break new ground: Generative AI and Reinforcement Learning. These cutting-edge technologies, Generative AI and Reinforcement Learning, have the potential to create self-improving AI systems, taking us one step closer to realizing the dream of machines that learn and adapt autonomously.

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Jeff Kofman, Founder & CEO of Trint – Interview Series

Unite.AI

Jeff Kofman, is the Founder & CEO of Trint , after a 30-year career with ABC, CBS and CBC News, Jeff got tired of hitting the wall of manual transcription and watching every story unnecessarily stop in its tracks. In 2014, Jeff and a team of developers leveraged AI to do the heavy lifting, and Trint was born. Today Trint is an AI-powered SaaS platform that goes beyond transcription to boost every stage of the content creation workflow.

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Sample Question Paper for GATE DA 2024

Analytics Vidhya

Introduction GATE 2024 aspirants, here’s some great news for you! The Indian Institute of Science (IISc) has just released sample papers for the upcoming GATE exam. These samples are precious resources to enhance your preparation. In this blog post, we’ve compiled an extensive list of questions from the GATE DA sample papers to empower your […] The post Sample Question Paper for GATE DA 2024 appeared first on Analytics Vidhya.

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With Generative AI Advances, The Time to Tackle Responsible AI Is Now

Unite.AI

In 2022, companies had an average of 3.8 AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. The good news is that more than half of organizations already champion AI ethics.

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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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RAG’s Innovative Approach to Unifying Retrieval and Generation in NLP

Analytics Vidhya

Introduction A game-changing innovation has arrived in AI’s fast-evolving landscape, reshaping how machines engage with human language. Enter Retrieval Augmented Generation (RAG), a fusion of retrieval and generation models in NLP. RAG isn’t just a tech buzzword; it’s revolutionizing human-machine communication. Join us as we uncover the secrets of RAG, explore its applications, and its […] The post RAG’s Innovative Approach to Unifying Retrieval and Generation in N

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Health providers say AI chatbots could improve care. But research says some are perpetuating racism

Flipboard

SAN FRANCISCO (AP) — As hospitals and health care systems turn to artificial intelligence to help summarize doctors’ notes and analyze health records, a new study led by Stanford School of Medicine researchers cautions that popular chatbots are perpetuating racist, debunked medical ideas, prompting …

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Speechify Review: The Ultimate Text-to-Speech App in 2023?

Unite.AI

Speechify is quickly making waves in the world of text-to-speech technology, and for good reason. Cliff Weitzman, a dyslexic college student from Brown University, founded the app in 2017 to revolutionize how we consume written content. Since then, Speechify has grown from a startup with a noble vision to one of the best text-to-speech apps by enhancing reading speed, helping those with ADHD and dyslexia, and more.

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Meet LLEMMA, the math-focused open source AI that outperforms rivals

Flipboard

In a new paper, researchers from various universities and Eleuther AI, a company renowned for its open-source models, introduce LLEMMA, an open-source large language model (LLM) specifically designed to solve mathematical problems.

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Eureka! NVIDIA Research Breakthrough Puts New Spin on Robot Learning

NVIDIA

A new AI agent developed by NVIDIA Research that can teach robots complex skills has trained a robotic hand to perform rapid pen-spinning tricks — for the first time as well as a human can. The stunning prestidigitation, showcased in the video above, is one of nearly 30 tasks that robots have learned to expertly accomplish thanks to Eureka, which autonomously writes reward algorithms to train bots.

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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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Why Google, Bing and other search engines' embrace of generative AI threatens $68 billion SEO industry

Flipboard

Google, Microsoft and others boast that generative artificial intelligence tools like ChatGPT will make searching the internet better than ever for …

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CMU Researchers Introduce MultiModal Graph Learning (MMGL): A New Artificial Intelligence Framework for Capturing Information from Multiple Multimodal Neighbors with Relational Structures Among Them

Marktechpost

Multimodal graph learning is a multidisciplinary field combining concepts from machine learning, graph theory, and data fusion to tackle complex problems involving diverse data sources and their interconnections. Multimodal graph learning can generate descriptive captions for images by combining visual data with textual information. It can improve the accuracy of retrieving relevant images or text documents based on queries.

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Midjourney Releases Huge New AI Art Feature

Flipboard

Midjourney has solved one of the biggest problems with generative AI art with the option to upscale images to super-high resolutions. Until this week, Midjourney’s output was limited to a default resolution of 1,024 x 1,024 pixels.

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Microsoft Researchers Propose DeepSpeed-VisualChat: A Leap Forward in Scalable Multi-Modal Language Model Training

Marktechpost

Large language models are sophisticated artificial intelligence systems created to understand and produce language similar to humans on a large scale. These models are useful in various applications, such as question-answering, content generation, and interactive dialogues. Their usefulness comes from a long learning process where they analyze and understand massive amounts of online data.

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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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A Gentle Introduction to OpenCV: An Open Source Library for Computer Vision and Machine Learning

Flipboard

If you are interested in working with images and video and would like to introduce machine learning into your computer vision applications, then OpenCV is a library that you will need to get hold of. OpenCV is a huge open source library that can interface with various programming languages, including Python, and which is extensively […] The post A Gentle Introduction to OpenCV: An Open Source Library for Computer Vision and Machine Learning appeared first on MachineLearningMastery.com.

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Why LLaVa-1.5 is a Great Victory for Open-Source AI

Towards AI

Last Updated on October 21, 2023 by Editorial Team Author(s): Ignacio de Gregorio Originally published on Towards AI. The War Goes Multimodal Photo by svklimkin on Unsplash I’ve talked about the AI war between open-source and private models many times, but the outcome seems to be the same. Open-source seems great and full of promises, but is often a whole lot of wishful thinking and impracticality.

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Claude AI can summarize text from PDFs for free. Here's how to use it

Flipboard

You can save time by summarizing long PDFs for free with Anthropic's Claude AI chatbot.

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6 Magic Commands for Jupyter Notebooks in Python Data Science

Marktechpost

In the field of Python-based Data Science projects, the utilization of Jupyter Notebooks is ubiquitous. These interactive and user-friendly environments facilitate seamless integration of code and documentation, providing a conducive space for exploration and analysis. Within this framework exists a set of magic commands that prove invaluable tools.

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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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Liquid Biopsy Proteomics and AI Identify Cellular Drivers of Eye Aging

Flipboard

Researchers say TEMPO approach fills a critical gap in the ability to study human disease and aging at the molecular and cellular levels in living humans

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Effective Strategies for Addressing K-Means Initialization Challenges

Towards AI

Last Updated on October 21, 2023 by Editorial Team Author(s): Flo Originally published on Towards AI. Using n_init and K-Means++ image by Flo K-Means is a widely-used clustering algorithm in Machine Learning, boasting numerous benefits but also presenting significant challenges. In this article, we delve into its limitations and offer straightforward solutions to address them.

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Introduction to Databases with SQL: Free Harvard Course

Flipboard

Want to learn SQL the Harvard way? Start learning today with CS50 SQL, a free course on databases with SQL from Harvard.

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Meta: From Metaverse Nightmare to AI Success

Towards AI

Last Updated on October 21, 2023 by Editorial Team Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. LLaMa is a key piece Photo by Pierre Borthiry – Peiobty on Unsplash Though the first part of the title speaks for itself, the second is less obvious. I think (and justify in the following) that the unorthodox path of Meta in AI is at least interesting and is potentially a success.

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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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For the World to See: Nonprofit Deploys GPU-Powered Simulators to Train Providers in Sight-Saving Surgery

NVIDIA

GPU-powered surgical-simulation devices are helping train more than 2,000 doctors a year in lower-income countries to treat cataract blindness, the world’s leading cause of blindness , thanks to the nonprofit HelpMeSee. While cataract surgery has a success rate of around 99% , many patients in low- and middle-income countries lack access to the common procedure due to a severe shortage of ophthalmologists.

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Web Scraping to Data Visuals with GPT-4: An Introductory Tutorial

Towards AI

Last Updated on October 21, 2023 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. From website to charts and maps in less than 15 minutes DallE-2 image: impressionist painting in oil colors of a person analyzing a bar chart on a computer screen The ability to extract, process, and visualize data from the web is a skill that’s increasingly in demand.

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Generative AI fueling spread of deepfake pornography across the internet

Flipboard

An analysis has revealed how the overwhelming majority of deepfake videos found online are pornography.

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How to Install AutoGen on Your Local Computer in 13 Simple Steps.

Towards AI

Last Updated on October 21, 2023 by Editorial Team Author(s): Kris Ograbek Originally published on Towards AI. Take advantage of this powerful framework today! Image by the author. I want to keep this article as short as possible. It has only 1 purpose: to give you a short but complete guide to using AutoGen locally. I assume you are excited about AI Agents and the capabilities of AutoGen, and you’re here only for a practical guide.

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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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Meet ScaleCrafter: Unlocking Ultra-High-Resolution Image Synthesis with Pre-trained Diffusion Models

Marktechpost

The development of image synthesis techniques has experienced a notable upsurge in recent years, garnering major interest from the academic and industry worlds. Text-to-image generation models and Stable Diffusion (SD) are the most widely used developments in this field. Although these models have demonstrated remarkable abilities, they can only currently produce images with a maximum resolution of 1024 x 1024 pixels, which is insufficient to satisfy the requirements of high-resolution applicati

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First 96-Core AMD Zen 4 Threadripper Tests Show Utter Domination Over Intel

Extreme Tech

As expected, AMD's newest Ryzen Threadripper Pro 7995WX should break every record there is for CPU performance.

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World’s First Mechanical Keyboard with Built-In Autocomplete Lets You Type 3x Faster

Flipboard

What ChatGPT did to search, what Midjourney did to photography, what iPhones did to cameras, the Bored Keyboard is doing to mechanical keyboards. Designed to be the first mechanical keyboard with built-in predictive models, the Bored Keyboard supercharges your workflow by making you type faster, switch between tasks faster, and game more lethally.

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