Mon.Jul 22, 2024

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Free Generative AI Course: Pioneering the Future of Creativity and Innovation

Analytics Vidhya

Introduction Generative AI has been the hottest topic of the 21st century, revolutionizing industries with its ability to create text, images, music, and even entire virtual worlds, all with the touch of a button. From video editing to music creation, GenAI rules every sector. This technology transforms fields like art and entertainment, significantly impacting healthcare, […] The post Free Generative AI Course: Pioneering the Future of Creativity and Innovation appeared first on Analytics

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How AI is transforming sports betting for better odds

AI News

In the high-stakes world of sports betting, success hinges on the ability to predict outcomes with precision. Enter AI, which is revolutionising the industry by providing bettors with sophisticated tools to improve their odds. By leveraging data analytics, machine learning, and real-time processing, AI is turning the traditional approach to sports betting on its head.

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How to Run LLM Models Locally with Ollama?

Analytics Vidhya

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache. Enter Ollama, the platform that makes working with open-source LLMs a breeze.

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UK hospitals begin live trial of prostate cancer-detecting AI

AI News

Three hospital systems across England have begun a live clinical trial of AI technology designed to detect and grade prostate cancer. The study – known as ARTICULATE PRO – is being led by the University of Oxford in collaboration with Paige , a pioneer in clinical AI applications for cancer diagnosis. The participating hospitals – North Bristol Trust Southmead Hospital, University Hospitals Coventry and Warwickshire, and Oxford University NHS Foundation Trust – are now incorporating Paige’

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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10 Must Read Machine Learning Research Papers

Analytics Vidhya

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. We’ll take you through a thorough examination of recent advancements in neural networks and algorithms, shedding light on the key ideas behind modern AI. By highlighting the significant impact of these discoveries on current applications and […] The post 10 Must Read Machine Learning Research Papers appeared first on Analytics Vidhya.

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IBM watsonx Challenge empowers partners to solve real-world problems with AI

IBM Journey to AI blog

In June, IBM invited ecosystem partners in Europe, the Middle East and Africa to participate in an IBM watsonx™ Challenge, a hands-on experience designed to bring the watsonx platform capabilities to some of the most important members of the IBM ecosystem. These ecosystem partners, who sell, build or service IBM technologies, enthusiastically embraced the challenge.

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CMAPSS Jet Engine Failure Classification Based On Sensor Data

Analytics Vidhya

Introduction In a future where jet engines are able to anticipate their own failures before they occur, millions of dollars and possibly lives could be saved. This research uses NASA jet engine simulation data to explore a novel method to predictive maintenance. We explore how machine learning can assess the condition of these vital components […] The post CMAPSS Jet Engine Failure Classification Based On Sensor Data appeared first on Analytics Vidhya.

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Sam Oliver, Founder of OpenFi- Interview Series

Unite.AI

Sam Oliver is a tech entrepreneur, property investor, and author who launched his first startup at just 20 years old. His latest venture, OpenFi , equips large companies with conversational AI on WhatsApp to onboard and nurture customer relationships. Can you explain why you believe the term “chatbot” is inadequate for describing modern conversational AI tools like OpenFi?

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What is the Chain of Symbol in Prompt Engineering?

Analytics Vidhya

Introduction When it comes to working with Large Language Models (LLMs) like GPT-3 or GPT-4, prompt engineering is a game-changer. Have you ever wondered how to make your interactions with AI more detailed and organized? Enter the Chain of Symbol method—a cutting-edge technique designed to do just that. In this paper, we’ll dive into what […] The post What is the Chain of Symbol in Prompt Engineering?

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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GPT-4o Mini Unveiled: A Cost-Effective, High-Performance Alternative to Claude Haiku, Gemini Flash and GPT 3.5 Turbo

Unite.AI

OpenAI, a leader in scaling Generative Pre-trained Transformer (GPT) models, has now introduced GPT-4o Mini, shifting toward more compact AI solutions. This move addresses the challenges of large-scale AI, including high costs and energy-intensive training, and positions OpenAI to compete with rivals like Google and Claude. GPT-4o Mini offers a more efficient and affordable approach to multimodal AI.

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Top 10 GenAI Hack Sessions at DataHack Summit 2024

Analytics Vidhya

Introduction The DataHack Summit 2024 is set to be an epicenter of innovation and knowledge, bringing together the most brilliant minds in AI and Data Science. This year’s summit will showcase transformative advancements, providing attendees with invaluable insights and practical skills. Here are the top 10 sessions you simply cannot miss, each offering unique insights […] The post Top 10 GenAI Hack Sessions at DataHack Summit 2024 appeared first on Analytics Vidhya.

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From RAG to ReST: A Survey of Advanced Techniques in Large Language Model Development

Marktechpost

Large Language Models (LLMs) have revolutionized natural language processing, demonstrating remarkable capabilities in various applications. However, these models face significant challenges, including temporal limitations of their knowledge base, difficulties with complex mathematical computations, and a tendency to produce inaccurate information or “hallucinations.” These limitations have spurred researchers to explore innovative solutions that can enhance LLM performance without t

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Enhancing LLM-as-a-Judge with Grading Notes

databricks

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Open Artificial Knowledge (OAK) Dataset: A Large-Scale Resource for AI Research Derived from Wikipedia’s Main Categories

Marktechpost

The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has highlighted the critical need for large, diverse, and high-quality datasets to train and evaluate foundation models. However, acquiring such datasets presents significant challenges, including data scarcity, privacy concerns, and high data collection and annotation costs.

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Microsoft Blames EU Rules for CrowdStrike Fiasco

Extreme Tech

The company agreed to give third-party software kernel access to Windows in 2009, and now it's bitten the company in the you-know-what.

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This AI Paper from UC Berkeley Shows How Interfacing GPT with Prolog (Reliable Symbolic System) Drastically Improves Its Math Problem-Solving Abilities

Marktechpost

The recent development of large language models (LLMs) has transformed the field of Natural Language Processing (NLP). LLMs show human-level performance in many professional and academic fields, showing a great understanding of language rules and patterns. However, they often struggle with reasoning reliably and flexibly. This problem likely comes from the way transformers, the underlying architecture, work.

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Celebrating 40 years of care: The story of SAS’ onsite Health Care Center

SAS Software

Our employees’ health and well-being is important to us, and has been since the very beginning. That’s why our Headquarters Campus has 28 acres dedicated to the physical fitness of employees, a Work/Life Center staffed with licensed clinical social workers, and so much more… including a one-of-a-kind on-site Health Care [.] The post Celebrating 40 years of care: The story of SAS’ onsite Health Care Center appeared first on SAS Blogs.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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SciPhi Open Sourced Triplex: A SOTA LLM for Knowledge Graph Construction Provides Data Structuring with Cost-Effective and Efficient Solutions

Marktechpost

SciPhi has recently announced the release of Triplex , a state-of-the-art language model (LLM) designed specifically for knowledge graph construction. This open-source innovation is poised to revolutionize how large quantities of unstructured data are converted into structured formats, significantly reducing the cost and complexity traditionally associated with this process.

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Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models

databricks

Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks.

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Stability AI Open-Sources Stable Audio Open: An Audio Generation Model with Variable-Length (up to 47s) Stereo Audio at 44.1kHz from Text Prompts

Marktechpost

In the field of Artificial Intelligence, open, generative models stand out as a cornerstone for progress. These models are vital for advancing research and fostering creativity by allowing fine-tuning and serving as benchmarks for new innovations. However, a significant challenge persists as many state-of-the-art text-to-audio models remain proprietary, limiting their accessibility for researchers.

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Towards AI is Now on O’Reilly

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. Towards AI has partnered with O’Reilly, a leader in digital learning and professional development, to make our latest resources more accessible. Through this partnership, our latest book, “Building LLMs for Production,” and two exclusive ‘shortcut’ video series on LLMs and Generative AI research are now available on the O’Reilly learning platform.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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NavGPT-2: Integrating LLMs and Navigation Policy Networks for Smarter Agents

Marktechpost

LLMs excel in processing textual data, while VLN primarily involves visual information. Effectively combining these modalities requires sophisticated techniques to align and correlate visual and textual representations. Despite significant advancements in LLMs, a performance gap exists when these models are applied to VLN tasks compared to specialized models designed specifically for navigation.

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6 Years of Studying ML in 16 Minutes

Towards AI

Last Updated on July 22, 2024 by Editorial Team Author(s): Boris Meinardus Originally published on Towards AI. I have been studying machine learning for the past 6 years — here is my journey. I have been studying machine learning for the past 6 years, in which I worked as an ML student researcher for over 2 years, and have even written my first 3 papers.

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This AI Paper by Alibaba Introduces Data-Juicer Sandbox: A Probe-Analyze-Refine Approach to Co-Developing Multi-Modal Data and Generative AI Models

Marktechpost

Multi-modal generative models integrate various data types, such as text, images, and videos, expanding AI applications across different fields. However, optimizing these models presents complex challenges related to data processing and model training. The need for cohesive strategies to refine both data and models is crucial for achieving superior AI performance.

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Another Few Tips for Better Results from LLM RAG Solutions

Towards AI

Author(s): Dmitry Malishev Originally published on Towards AI. A structured and thoughtful response from LLM based on perfectly selected data from RAG is a promising technique. And it can be even better! Image generated by the author using Leonardo.ai By now, I’ve completed several projects related to LLM based on RAG: article analyzers, knowledge-based Q&A bots, and insight generators.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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COMCAT: Enhancing Software Maintenance through Automated Code Documentation and Improved Developer Comprehension Using Advanced Language Models

Marktechpost

The field of software engineering continually evolves, with a significant focus on improving software maintenance and code comprehension. Automated code documentation is a critical area within this domain, aiming to enhance software readability and maintainability through advanced tools and techniques. A major challenge in software maintenance is the high cost and effort associated with code comprehension.

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Inside NuminaMath: The AI Model that Took The First Place In the AI Math Olympiad

Towards AI

Last Updated on July 22, 2024 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers, and concepts.

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Microsoft Research Introduces E5-V: A Universal AI Framework for Multimodal Embeddings with Single-Modality Training on Text Pairs

Marktechpost

A major development in artificial intelligence, multimodal large language models (MLLMs) combine verbal and visual comprehension to produce more accurate representations of multimodal inputs. Through the integration of data from multiple sources, including text and images, these models improve understanding of intricate relationships between various modalities.