Mon.May 22, 2023

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“Above the Trend Line” – Your Industry Rumor Central for 5/22/2023

insideBIGDATA

Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.

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What Are Zero-Shot Prompting and Few-Shot Prompting

Machine Learning Mastery

In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important to understand how a large language model generates an output. In this post, you will learn: What is zero-shot and few-shot prompting? How to experiment with them in GPT4All Let’s get started.

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The Best Roadmap to Learn Generative AI in 2023

Analytics Vidhya

Generative AI has taken the world by storm. Its ability to create new data and innovate ideas has revolutionized the field of AI. Generative AI has captured the interest of people with its unparalleled creativity. It has led to the development of numerous applications and opened up the gateway to infinite possibilities. Are you curious […] The post The Best Roadmap to Learn Generative AI in 2023 appeared first on Analytics Vidhya.

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The Future of AI: Exploring the Next Generation of Generative Models

KDnuggets

What Generative AI is currently capable of and the current challenges it needs to overcome to explore the next wave of generative AI models?

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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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Meta Reveals AI Chips to Revolutionize Computing

Analytics Vidhya

In a significant development, Meta has unveiled its first custom-designed computer chip, explicitly tailored for processing artificial intelligence programs. The chip is the Meta Training and Inference Accelerator (MTIA). It consists of a mesh of blocks of circuits that operate in parallel. Additionally, it runs using software that optimizes programs using Meta’s PyTorch open-source developer […] The post Meta Reveals AI Chips to Revolutionize Computing appeared first on Analytics Vi

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How I Did Automatic Image Labeling Using Grounding DINO

KDnuggets

I'm thrilled to share that recent advancements in the computer vision field, such as the emergence of groundbreaking zero-shot object detectors like Grounding DINO, have revolutionized the image labeling process.

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More Trending

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WebLLM: Bring LLM Chatbots to the Browser

KDnuggets

Wouldn't it be cool if you can run LLMs and LLM chatbots natively in your browser? Let's learn more about the WebLLM project, an interesting step in this direction.

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Meta Releases CodeCompose- AI-Powered Alternative to GitHub’s Copilot

Analytics Vidhya

Meta has revealed that it has created an AI coding model dubbed CodeCompose. The corporation unveiled the tool during a gathering highlighting its AI infrastructure initiatives. It also includes bespoke chips that quicken the training of generative AI models. CodeCompose, according to Meta, is comparable to GitHub’s Copilot. It suggests code to users in IDEs […] The post Meta Releases CodeCompose- AI-Powered Alternative to GitHub’s Copilot appeared first on Analytics Vidhya.

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Was ist eine Vektor-Datenbank? Und warum spielt sie für AI eine so große Rolle?

Data Science Blog

Wie können Unternehmen und andere Organisationen sicherstellen, dass kein Wissen verloren geht? Intranet, ERP, CRM, DMS oder letztendlich einfach Datenbanken mögen die erste Antwort darauf sein. Doch Datenbanken sind nicht gleich Datenbanken, ganz besonders, da operative IT-Systeme meistens auf relationalen Datenbanken aufsetzen. In diesen geht nur leider dann doch irgendwann das Wissen verloren… Und das auch dann, wenn es nie aus ihnen herausgelöscht wird!

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ClearML’s ClearGPT: Customizable AI for Secure and Efficient Business Workflows

Analytics Vidhya

ClearML, an open-source AI solutions firm, has announced the launch of ClearGPT. This secure and enterprise-grade generative AI platform aims to empower organizations to securely and efficiently deploy and utilize state-of-the-art large language models (LLMs) at scale. What is ClearGPT? ClearGPT is a tool designed to help businesses harness the power of ChatGPT-like LLMs, improving […] The post ClearML’s ClearGPT: Customizable AI for Secure and Efficient Business Workflows appeared f

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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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‘More Than 600,000 Students and Teachers Use Z-Library’

Hacker News

Z-Library has become the go-to site for many readers in recent years by providing access to millions of books, without charging a penny. The site’s continued ability to do so was put to the test late last year when U.S. law enforcement seized over 200 domain names connected to the site. Two alleged Z-Library operators were arrested as part of a criminal investigation.

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Generative AI ‘May Not Make Sense’ For All: Fortune 500 CEOs Survey

Analytics Vidhya

A recent survey on Generative AI conducted by Accenture shows that Fortune 500 CEOs still focus on earlier generations of technology, such as predictive AI or robotic process automation, rather than generative AI, computer models that create text, images, and computer code. The survey asked leaders to rank technologies “in terms of your view of […] The post Generative AI ‘May Not Make Sense’ For All: Fortune 500 CEOs Survey appeared first on Analytics Vidhya.

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Forrester predicts 2023’s top cybersecurity threats: From generative AI to geopolitical tensions

Flipboard

The nature of cyberattacks is changing fast. Generative AI, cloud complexity and geopolitical tensions are among the latest weapons and facilitators in attackers’ arsenals.

AI 180
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US Stock Market Finds Boost From Artificial Intelligence (AI)

Analytics Vidhya

The US stock market has been receiving a boost from artificial intelligence (AI), according to a report in Economic Times. Megacap stocks, including Microsoft, Google parent Alphabet, Nvidia, Apple, and Meta platforms, have delivered most of the S&P 500’s year-to-date return of 9%. Analysts estimate that about 25% to 50% of these gains are due […] The post US Stock Market Finds Boost From Artificial Intelligence (AI) appeared first on Analytics Vidhya.

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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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Leaked EU Document Shows Spain Wants to Ban End-to-End Encryption

Hacker News

In response to an EU proposal to scan private messages for illegal material, the country's officials said it is “imperative that we have access to the data.

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Classification vs. Clustering- Which One is Right for Your Data?

Analytics Vidhya

Introduction Imagine walking into a shopping mall with hundreds of brands and products, all jumbled up and randomly placed in the shops. Would you be able to find the desired brand or product easily? Definitely not. This is where the organization part comes in— by categorizing the brands as a whole or taking a more […] The post Classification vs.

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How Databricks improved query performance by up to 2.2x by automatically optimizing file sizes

databricks

Optimizing table file sizes has long been a necessary but complicated task for data engineers. Getting to the right file size for your.

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DragGAN: Google Researchers Unveil AI Technique for Magical Image Editing

Analytics Vidhya

Researchers from Google, the Max Planck Institute of Informatics, and MIT CSAIL have recently released a new AI technique. It allows users to manipulate images in seconds with just a click and drag. The new DragGAN is an AI editing tool that leverages a pre-trained GAN (Generative Adversarial Network) to synthesize ideas that precisely follow […] The post DragGAN: Google Researchers Unveil AI Technique for Magical Image Editing appeared first on Analytics Vidhya.

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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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The 2023 State of Data + AI: How Businesses Are Preparing for the New Age of AI

databricks

The historic surge of interest in large language models (LLMs) since ChatGPT launched to the public late last year has made the topic.

AI 158
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New AI tool lets you reshape images by clicking and dragging

Flipboard

This stuff keeps getting freakier. In a year dominated by chatbots, advances in visual AI tools continue racing forward. A new AI research model called DragGAN (spotted by The Verge) made waves on social media over the weekend, and for good reason.

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3 facts about cloud economics that could help your organization

SAS Software

The shift to cloud computing has dramatically transformed how organizations and businesses store, manage and analyze their data. The benefits of this shift are well-known: Moving to the cloud increases the potential to gain more value their data through faster access, greater scalability and cost-efficiency. All plain sailing, right? Not [.

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Character.AI: What it is and how to use it

Flipboard

Chatting with historical figures and fictional friends has never been easier. Fanfiction is nothing new, but the rise of AI has the potential to take it to a whole new level. The first indication of that has been the popularity of Character.

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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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5 tips for choosing a statistical computing environment

SAS Software

When you think about life-saving technology, does a statistical computing environment come to mind? Statistical computing environments (SCE) are critical in accelerating scientific discoveries by enabling researchers to manage, process and analyze data efficiently and compliantly, maintaining the utmost regulatory integrity. As life sciences research generates increasingly large and diverse [.

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Welcome to the final phase of software eating the world. SaaS companies beware, you're on the menu this time.

Flipboard

While ChatGPT has been wowing the public, behind the scenes investors and technologists are beginning to talk about a deeper disruption to the inner workings of the established software industry.

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Geoffrey Hinton Leaves Google and Warns of Future Dangers in AI

ODSC - Open Data Science

On his way out of Google , Geoffrey Hinton, pioneering researcher and the so-called “Godfather of AI,” left his role at the tech giant so he could be more open about concerns he has with AI. While speaking with the BBC , Hinton warned of the rapid advancement of AI, “Right now, they’re not more intelligent than us, as far as I can tell. But I think they soon may be.

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Bill Gates says A.I. could kill Google Search and Amazon as we know them

Flipboard

Microsoft co-founder Bill Gates believes the future top company in artificial intelligence will likely have created a personal digital agent that can …

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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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Cloud Architecture Mistakes: The Perils of Poor Security Architecture

Dataversity

In this five-part series, I’m taking a hard look at the common – and costly – mistakes organizations typically make while building a cloud architecture. Part one explained how organizations can quickly lose visibility and control over their data processing, and detailed how to avoid that mistake. Part two looked at why a DIY approach often goes wrong, […] The post <strong>Cloud Architecture Mistakes: The Perils of Poor Security Architecture</strong> appeared first on DATAVE

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This AI-powered Photoshop rival is the end of photography as we know it

Flipboard

Photoshop has been steadily adding AI-powered tools to its menus in recent years, but an incredible new demo from an independent research team shows …

AI 123
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Some Think These Jobs Will be Replaced by AI. We Disagree

ODSC - Open Data Science

The calls that artificial intelligence will replace jobs have only grown as ChatGPT and other generative AI tools have taken the world by storm. But, believe it or not, that’s not the whole story. In fact, much like the industrial revolution, the AI revolution isn’t going to make jobs a thing of the past. Instead, what we’ll likely see is a shift in how many jobs operate and accomplish their functions.

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Should Freelancers Use Bing Chat or ChatGPT? 8 Factors to Consider

Flipboard

Can't decide between Bing Chat and ChatGPT as a freelancer? Here are some key factors to help you choose which one suits your needs and workflow best.

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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.