Wed.Nov 08, 2023

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Monitoring Data Quality for Your Big Data Pipelines Made Easy

Analytics Vidhya

Introduction Imagine yourself in command of a sizable cargo ship sailing through hazardous waters. It is your responsibility to deliver precious cargo to its destination safely. Determine success by the precision of your charts, the equipment’s dependability, and your crew’s expertise. A single mistake, glitch, or slip-up could endanger the trip. In the data-driven world […] The post Monitoring Data Quality for Your Big Data Pipelines Made Easy appeared first on Analytics Vidhya.

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FDA FSMA: Providing value beyond compliance

IBM Journey to AI blog

The supply chain plays a pivotal role in delivering goods and services to both businesses and consumers, serving as the connective thread between industries, nations, communities and all components of the value chain. Our dependence on supply chains is most pronounced in ensuring food supply. However, over the decades, the supply chain has grown longer and increasingly intricate, which means consumers may find themselves more distant from the origin of the products they consume.

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KOSMOS-2: A Multimodal Large Language Model by Microsoft

Analytics Vidhya

Introduction 2023 has been an AI year, from language models to stable diffusion models. One of the new players that has taken center stage is the KOSMOS-2, developed by Microsoft. It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

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NLP Rise with Transformer Models | A Comprehensive Analysis of T5, BERT, and GPT

Unite.AI

Natural Language Processing (NLP) has experienced some of the most impactful breakthroughs in recent years, primarily due to the the transformer architecture. These breakthroughs have not only enhanced the capabilities of machines to understand and generate human language but have also redefined the landscape of numerous applications, from search engines to conversational AI.

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4 HR Priorities for 2025 to Supercharge Your Employee Experience

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

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Amazon vs. Alibaba: The Battle of Conversational AI Giants

Analytics Vidhya

In the ever-evolving world of technology, two global giants are set to go head-to-head in the realm of conversational AI. Amazon, the e-commerce behemoth, and Alibaba, the Chinese tech titan, are gearing up to reshape the landscape of AI-powered interactions. In this blog, we’ll delve into the key points surrounding these developments and the implications […] The post Amazon vs.

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Decoding the Power of Hidden Markov Models

Analytics Vidhya

Introduction Have you ever pondered the mechanics behind your smartphone’s voice recognition or the complexities of weather forecasting? In that case, you may be intrigued to discover the pivotal role played by Hidden Markov Models (HMMs). These mathematical constructs have brought about profound transformations in domains such as speech recognition, natural language processing, and bioinformatics, […] The post Decoding the Power of Hidden Markov Models appeared first on Analytics Vi

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Amazon is building a LLM to rival OpenAI and Google

AI News

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. According to Reuters , the tech giant is pouring millions into this project to create a model with a staggering two trillion parameters. OpenAI’s GPT-4, for comparison, is estimated to have around one trillion parameters. This move puts Amazon in direct competition with OpenAI, Meta, Anthropic, Google, and others.

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Billionaire Binny Bansal’s Bold Move into AI Services: A Game Changer

Analytics Vidhya

The world of technology and e-commerce is no stranger to the name Binny Bansal. As a co-founder of the online retail giant Flipkart, he made a significant impact on the Indian e-commerce landscape. However, his latest venture has taken a different turn, as he dives into the realm of Artificial Intelligence (AI) with a new […] The post Billionaire Binny Bansal’s Bold Move into AI Services: A Game Changer appeared first on Analytics Vidhya.

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A Scientist Says the Singularity Will Happen by 2031

Flipboard

Maybe even sooner. Are you ready? There’s at least one expert who believes that “ the singularity”—the moment when artificial intelligence surpasses the control of humans—could be just a few years away.

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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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The LLM Revolution: Transforming Language Models

Analytics Vidhya

Introduction The world of language models has undergone a dramatic evolution in the past few years, particularly with the emergence of Large Language Models (LLMs). These models, equipped with billions of parameters and a profound understanding of natural language, have been instrumental in transforming the field of artificial intelligence. Today, we’ll explore this revolution, emphasizing […] The post The LLM Revolution: Transforming Language Models appeared first on Analytics Vidhya.

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Killer Combo: ChatGPT Merged With Dall-E, Vision, Web Browsing and Code Interpreter

Flipboard

Here's what you can do now with multimodal capabilities, where it's not just about what you say, but what you show.

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James Evans, Founder & CEO of CommandBar – Interview Series

Unite.AI

James Evans is the Founder & CEO of CommandBar , an AI-Powered user assistance platform that is designed to assist product, marketing, and customer teams. They offer offer an AI co-pilot that only answers questions based on your content. And when it doesn't know something it defaults to an experience you control – like starting a support chat. What initially attracted you to computer science?

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7 fascinating use cases of AI in finance

Flipboard

AI, large language models and machine learning have disrupted the financial industry for over a decade. What began small with simple routines has now expanded possible applications to more complex and precise use cases.

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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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Introducing Our New Punctuation Restoration and Truecasing Models

AssemblyAI

Fig. 1: Visual comparison between outputs of the previous production models for Punctuation Restoration and Truecasing (red) and the new models (green) We’re introducing new models for Punctuation Restoration and Truecasing, which outperform our previous production models on a variety of data and metrics. In particular, we observe the following improvements relative to the previous models: Significant improvements in handling casing for particularly challenging linguistic types, such as m

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ChatGPT is still down, OpenAI fears DDoS attack

Flipboard

The company says ChatGPT is facing periodic outages but it's trying to fix the problem. ChatGPT has been experiencing outages for the past 24 hours. A major outage brought the AI chatbot down for 90 minutes yesterday, but people are still having trouble accessing the platform.

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Amazon Researchers Introduce Fortuna: An AI Library for Uncertainty Quantification in Deep Learning

Marktechpost

The recent developments in the fields of Artificial Intelligence and Machine Learning have made everyone’s lives easier. With their incredible capabilities, AI and ML are diving into every industry and solving problems. A key component of Machine Learning is predictive uncertainty, which enables the evaluation of the accuracy of model predictions.

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Hollywood actors’ strike ends with deal to ‘protect members from the threat of AI’

Flipboard

After 118 days, the longest strike by actors in the history of Hollywood has ended with a new deal valued at $1 billion that includes new protections against AI, according to the Screen Actors Guild – American Federation of Television and Radio Artists (SAG-AFTRA), the union representing more than …

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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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Meet CodeGPT: A New Code Generation Tool Making Waves in the AI Community

Marktechpost

New among AI code-generating tools, CodeGPT is quickly becoming a favourite among programmers. It’s an add-on for Visual Studio Code that leverages the GPT-3 language model to produce code, translate languages, write content of various types, and answer queries. CodeGPT is currently under development, but it has the potential to alter the way that developers code.

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15 of the best online Georgia Tech courses you can take for free

Flipboard

Learn all about Python, Java, machine learning, and much more without spending anything. TL;DR: A wide range of free online courses from Georgia Tech are available to take for free on edX.

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Apple: 8GB of RAM on macOS Is Like 16GB on PC

Extreme Tech

Here we go again.

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Samsung Introduces Revolutionary Generative AI Model: Samsung Gauss

Flipboard

*South Korean tech giant Samsung has made a significant stride in the world of artificial intelligence (AI) with the unveiling of its own Generative …

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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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Regression, Personalisation, and the Kaggle Syndrome

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Kelvin Lu Originally published on Towards AI. Photo by Artem Beliaikin on Unsplash Recently, I worked on a prediction case study using the Kaggle Black Friday Prediction dataset, which was created six years ago and has been downloaded over 32,000 times. While there are over 100 publicly available notebooks on Kaggle for this dataset, and even more available elsewhere, I found that most of these solutions were poorly implemented.

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10 Most Vital AI Trends We Need to be Ready for in 2024

Flipboard

The realm of Artificial Intelligence (AI) is undergoing transformative shifts that will redefine how we perceive and utilize technology. In the ever-evolving landscape of technology, staying ahead of the curve is not just an advantage; it's a necessity.

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Avoiding Data Overfitting In Machine Learning Models

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Don Kaluarachchi Originally published on Towards AI. Embrace robust model generalization insteadImage by Don Kaluarachchi (author) In the world of machine learning, overfitting is a common issue causing models to struggle with new data. Let us look at some practical tips to avoid this problem.

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Acing the Test: NVIDIA Turbocharges Generative AI Training in MLPerf Benchmarks

NVIDIA

NVIDIA’s AI platform raised the bar for AI training and high performance computing in the latest MLPerf industry benchmarks. Among many new records and milestones, one in generative AI stands out: NVIDIA Eos — an AI supercomputer powered by a whopping 10,752 NVIDIA H100 Tensor Core GPUs and NVIDIA Quantum-2 InfiniBand networking — completed a training benchmark based on a GPT-3 model with 175 billion parameters trained on one billion tokens in just 3.9 minutes.

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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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Leaked AMD Zen 5 Ryzen 9 8950X Benchmarks Show Sizable IPC Gains

Extreme Tech

Zen 5 will retain a lot of features of Zen 4 but with a focus on improved multi-core performance.

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Top Important LLM Papers for the Week from 30/10 to 5/11

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, it’s important for researchers and engineers to stay informed on the latest progress.

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Intel Scraps Its Cryo Cooling Technology

Extreme Tech

We had forgotten it existed, too.

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