Tue.May 30, 2023

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Modern Observability:  When “Small” Data Beats Big Data

insideBIGDATA

In this contributed article, Ozan Unlu, CEO and Founder of Edge Delta, explores how a cloud-first world demands that observability be approached in a different way, one that favors “small data” over “Big Data.” In some cases, Ozan believes, a central repository is no longer even needed.

Big Data 459
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What is AI for Recruiting and How Does it Work?

Analytics Vidhya

AI is changing the way we live and work. It is impacting how work happens across all industries. Human Resource Management is a popular field that is getting impacted by AI. AI-powered tools and technology have become game-changers for hiring in the ever-changing recruiting world. AI can boost applicant engagement, minimize prejudice, speed hiring procedures, […] The post What is AI for Recruiting and How Does it Work?

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Databricks Data Reports Shows How 9,000+ Global Companies are Gearing Up to Be Competitive on AI

insideBIGDATA

Data + AI company Databricks has published the 2023 State of Data + AI report, examining patterns and trends in AI adoption across more than 9,000 global companies that use the platform as a foundation for their data efforts. The report paints a pretty clear picture on how enterprises are preparing to stay competitive in this new age of generative AI, with data to support how companies are embracing LLMs and what the fastest growing data and AI tools out there are.

AI 293
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Unraveling Data Anomalies in Machine Learning

Analytics Vidhya

Introduction In the realm of machine learning, the veracity of data holds utmost significance in the triumph of models. Inadequate data quality can give rise to erroneous predictions, unreliable insights, and overall performance. Grasping the significance of data quality and making oneself familiar with techniques to unearth and tackle data anomalies is important for constructing […] The post Unraveling Data Anomalies in Machine Learning appeared first on Analytics Vidhya.

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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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Welcoming bit.io to Databricks: Investing in the Developer Experience

databricks

We are excited to announce that bit.io is joining Databricks. At Databricks, we’ve always been focused on empowering organizations to solve their toughest p.

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Lawyer Fooled by ChatGPT’s Fake Legal Research

Analytics Vidhya

In a shocking turn of events, a New York lawyer finds himself entangled in a courtroom drama after relying on the AI tool, ChatGPT for legal research. This unforeseen situation left the court grappling with an “unprecedented circumstance.” This was because when it was discovered that the lawyer’s filing referenced fake legal cases.

Analytics 271

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How Can a DevOps Team Take Advantage of Artificial Intelligence?

Analytics Vidhya

DevOps and artificial intelligence are covalently linked, with the latter being driven by business needs and enabling high-quality software, while the former improves system functionality as a whole. The DevOps team can use artificial intelligence in testing, developing, monitoring, enhancing, and releasing the system. Additionally, AI effectively enhances the DevOps-driven process.

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Driving Data Usability for Health Plans through Simplified Data Quality Enforcement with Databricks

databricks

Faced with clinician shortages, an aging population, and stagnant health outcomes, the healthcare industry has the potential to greatly benefit from disruptive technologies.

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GPT-4 Powered Minecraft Agent Learns On Its Own Without Human Intervention

Analytics Vidhya

In the world of artificial intelligence, breaking news has emerged that has the gaming and research communities abuzz. A new study has introduced Voyager, an LLM-powered agent in Minecraft, which is capable of learning and evolving without any human intervention. What’s more exciting is that it plays Minecraft on its own, showcasing remarkable autonomy.

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Deep Learning with R

KDnuggets

In this tutorial, learn how to perform a deep learning task in R.

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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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Researches Suggest Prompting Framework Which Outperforms Reinforcement Learning

Analytics Vidhya

A new study by researchers from Carnegie Mellon University, NVIDIA, Ariel University, and Microsoft has proposed a two-stage approach called SPRING (Study-Prompt-Reasoning-Inference-Navigate-Guide). The prompting framework outperforms the traditional reinforcement learning approach for training intelligent agents. The study primarily focused on using Large Language Models (LLMs) for understanding and reasoning with human knowledge in the context […] The post Researches Suggest Prompting Fr

Analytics 248
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Integrating ChatGPT Into Data Science Workflows: Tips and Best Practices

KDnuggets

Looking to integrate ChatGPT into your data science workflow? Here’s an example along with tips and best practices to get the most out of ChatGPT for data science.

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Texting Just Got Magical: Google Unveils Magic Compose

Analytics Vidhya

In a breakthrough development, Google has unleashed its latest feature, Magic Compose, to revolutionize how we write text messages. Using the power of artificial intelligence (AI), Magic Compose aims to enhance users’ texting experience by providing intelligent suggestions and rewriting options. Let’s explore this exciting new feature and how it can transform our communication through […] The post Texting Just Got Magical: Google Unveils Magic Compose appeared first on Analytic

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LLM Apocalypse Now: Revenge of the Open Source Clones

KDnuggets

This is a story about how open-source projects are taking on the LLM industry.

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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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NVIDIA Builds AI SuperComputer DGX GH200

Analytics Vidhya

NVIDIA, a leader in artificial intelligence (AI) technology, has made an exciting announcement that is set to revolutionize the field. The company has introduced the NVIDIA DGX GH200, a groundbreaking AI supercomputer powered by the state-of-the-art NVIDIA GH200 Grace Hopper Superchips and the NVLink Switch System. This cutting-edge technology opens up new possibilities for developing […] The post NVIDIA Builds AI SuperComputer DGX GH200 appeared first on Analytics Vidhya.

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Infrastructure challenges and opportunities for AI startups

Dataconomy

Artificial intelligence has disrupted many industries, enabling organisations around the world to improve their workflows, create operational efficiencies and gain new insights into consumer behaviour. The early successes and unprecedented scope of AI has in turn encouraged more entrepreneurs and problem-solvers to develop new and innovative ideas, and as a result, the number of startups in the industry has boomed.

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An End-to-End Guide on Reinforcement Learning with Human Feedback

Analytics Vidhya

Introduction Language Models like ChatGPT have taken the world by storm, and now it is tough to find someone utterly naive to its existence. But do you know the success of ChatGPT is much because of the implementation of this concept of using Human Feedback on Reinforcement Learning? So in today’s blog, we will look […] The post An End-to-End Guide on Reinforcement Learning with Human Feedback appeared first on Analytics Vidhya.

Analytics 242
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UpCodes launches Copilot, an AI-based research assistant for building codes

Flipboard

For more than seven years, UpCodes has been making the complicated world of building codes easier for people like industry professionals and homeowners to understand.

Database 151
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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 Mystery of the Disappearing van Gogh

Hacker News

After a painting by the Dutch artist sold at auction, a movie producer claimed to be the owner. It later vanished from sight, with a trail leading to Caribbean tax havens and a jailed Chinese billionaire.

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Google’s New AI-Powered Search Is A Beautiful Plagiarism Machine

Flipboard

Google gave its new AI-powered search tool to select users late last week, and I’ve been testing out the technology over the past few days. The good news? The new Google Search gives more accurate answers than competing AI tools like ChatGPT. The bad news?

AI 140
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A mystery person who spies on theme parks from the sky

Hacker News

@Bioreconstruct is a Twitter account that seems to post almost daily aerial (and ground) photos of Walt Disney World and Universal Orlando Resort, particularly construction projects. Here is a photo of the construction of Super Nintendo World, which is part of the upcoming Universal Epic Universe theme park.

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10 Amazing Real-World Examples Of How Companies Are Using ChatGPT In 2023

Flipboard

It’s fair to say that the conversational generative artificial intelligence (AI) tool ChatGPT has taken the world by storm. Just a few months after it was released, it had reportedly become the fastest-growing app of all time.

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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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Pippin in My Orchard

Hacker News

One of my white whales finally came up for a price that I could justify. Let’s see just how wounded it is, and then welcome it home with a little bit of help from some smart friends.

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ChatGPT vs Bing Chat vs Google Bard: Which is the best AI chatbot?

Flipboard

AI chatbots are more popular than ever, but how do you figure out which one is the best?

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Whispering algorithms of smart surroundings

Dataconomy

Welcome to the realm of ambient intelligence (AmI), a visionary concept that transcends the boundaries of traditional computing and invites us into a realm of seamless interconnectivity and personalized experiences. In this captivating landscape, our homes become sentient companions, our cities evolve into responsive ecosystems, and our devices transform into intuitive extensions of ourselves.

Algorithm 103
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AI CEOs Say AI Poses ‘Risk of Extinction,’ Are Trying to Find the Guy Who Did This

Flipboard

"Essentially, it is a misdirection of public attention away from what matters towards that which suits their narrative and business model." Hundreds of AI researchers, CEOs, and engineers signed a statement warning that AI has as much of a possibility to cause extinction as pandemics and nuclear war.

AI 123
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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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Hardy Fox, of the avant-garde band The Residents (maybe) (2018)

Hacker News

He never admitted that he performed with the group, whose members remained anonymous behind masks as they playfully subverted rock conventions for decades.

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AI industry and researchers sign statement warning of ‘extinction’ risk

Flipboard

Washington CNN — Dozens of AI industry leaders, academics and even some celebrities on Tuesday called for reducing the risk of global annihilation due to artificial intelligence, arguing in a brief statement that the threat of an AI extinction event should be a top global priority.

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Saving lives: Using data to combat the opioid crisis

SAS Software

Did you know that over 300 people die daily from drug overdoses in the US? As a pharmacist, I have witnessed the harrowing effects of substance use disorder (SUD) and the resulting opioid crisis on individuals, families and communities. The complexity of addiction Who among us does not know someone [.

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Your next job may depend on how well you understand AI tools like ChatGPT

Flipboard

Anxiety about AI is pretty commonplace right now in tech as workers see their jobs threatened by it and senior industry figures warn of its impact. But pretty much anyone with a job, beyond just tech, will need to get to grips with AI and its potential.

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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.