Wed.Nov 08, 2023

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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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Qualys Expands IT Control Posture To ‘De-Risk’ Business

Adrian Bridgwater for Forbes

Enterprise software systems & stacks are endemically typified by their diversity, which is great for functionality, but creates wider business risk responsibility.

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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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KDnuggets News, November 8: 5 Simple Steps to Master Python, SQL, Scikit-learn, PyTorch & Google Cloud • SQL for Data Visualization

KDnuggets

This week on KDnuggets: Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform. • Unlock the Power of SQL in Data Visualization: Master the Art of Preparing Data for Impactful Charts and Graphs. • And much, much more!

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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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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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TOP 10 insideBIGDATA Articles for October 2023

insideBIGDATA

In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.

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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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Built-In Governance for Your Databricks Workspace

databricks

Databricks Unity Catalog simplifies data and AI governance by providing a unified solution for organizations to securely discover, access, monitor, and collaborate on.

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The New Ethical Implications of Generative Artificial Intelligence

KDnuggets

Generative AI's rapid progress necessitates urgent ethical safeguards against data, scale, accountability, copyright, and misinformation risks.

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Cybersecurity Lakehouses Part 2: Handling Ingestion Delays

databricks

In this four-part blog series “Lessons learned building Cybersecurity Lakehouses,” we are discussing a number of challenges organizations face with data engineering when bui.

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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.

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Learn How to Design & Deploy Responsible AI Systems

KDnuggets

Learn how to design & deploy responsible AI systems with this white paper from Teradata.

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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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Density Kernel Depth for Outlier Detection in Functional Data

KDnuggets

The Density Kernel Depth (DKD) method provides a nuanced approach to detect outliers in functional data, offering clarity in complex datasets and ensuring data quality. Its application becomes crucial as we navigate increasingly intricate data landscapes.

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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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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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Accelerate AI-Driven Innovation in Insurance with Databricks and MongoDB

databricks

Insurance companies have seen a tremendous shift in modernization. Traditionally known for the use of legacy systems, leading carriers are modernizing their infrastructure.

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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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Early computer art by Barbara Nessim (1984)

Hacker News

Whilst searching for something else entirely I stumbled across these images and was struck by just how beautiful they are. The artwork is by Barbara Nessim a.

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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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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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Your data, your model: How custom LLMs can turbocharge operations while protecting valuable IP

databricks

Large language models (LLMs) have set the corporate world ablaze, and everyone wants to take advantage. In fact, 47% of enterprises expect to.

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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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Samsung Gauss AI is coming for all your needs

Dataconomy

Meet Samsung Gauss AI, the trailblazing generative AI model that promises to reshape the way we interact with technology and unlock a realm of endless possibilities. Freshly unveiled at the Samsung AI Forum 2023, this remarkable creation by Samsung Research is a testament to human ingenuity and the relentless pursuit of excellence. Imagine a world where your devices can understand and converse with you like never before, where developers can code with unprecedented speed and precision, and where

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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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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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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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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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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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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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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Beware customers of Optus: Compensation in talks

Dataconomy

In the wake of the Optus outage, customers are being advised to keep track of any financial losses for potential compensation claims. This outage, a significant event in Australian history, has disrupted essential services and thrown millions into disarray. Starting at 4am on Wednesday, Optus users were left unable to make calls, send texts, or access the internet and home broadband services.

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How I’m Using ChatGPT and AI to Make Money Online

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Natassha Selvaraj Originally published on Towards AI. 3 steps I took to generate passive income with AI in 2023.Image from MotionArray In the past year alone, I’ve scaled my online content to reach over 100K readers, created my first Udemy course, launched a YouTube channel, and am in the process of publishing my first e-book.

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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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Optimize for sustainability with Amazon CodeWhisperer

AWS Machine Learning Blog

This post explores how Amazon CodeWhisperer can help with code optimization for sustainability through increased resource efficiency. Computationally resource-efficient coding is one technique that aims to reduce the amount of energy required to process a line of code and, as a result, aid companies in consuming less energy overall. In this era of cloud computing, developers are now harnessing open source libraries and advanced processing power available to them to build out large-scale microser

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.