Fri.Sep 15, 2023

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AI hallucinations: Are AI models like Chat GPT doomed to always hallucinate?

Data Science Dojo

AI hallucinations: When language models dream in algorithms. While there’s no denying that large language models can generate false information, we can take action to reduce the risk. Large Language Models (LLMs), such as OpenAI’s ChatGPT, often face a challenge: the possibility of producing inaccurate information. Inaccuracies span a spectrum, from odd and inconsequential instances—such as suggesting the Golden Gate Bridge’s relocation to Egypt in 2016—to more consequential an

AI 365
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Training a Variational Autoencoder For Anomaly Detection Using TensorFlow

Analytics Vidhya

Introduction Generative AI has gained immense popularity in recent years for its ability to create data that closely resembles real-world examples. One of the lesser-explored but highly practical applications of generative AI is anomaly detection using Variational Autoencoders (VAEs). This guide will provide a hands-on approach to building and training a Variational Autoencoder for anomaly […] The post Training a Variational Autoencoder For Anomaly Detection Using TensorFlow appeared first

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KDnuggets Top Posts for August 2023: Forget ChatGPT, This New AI Assistant Will Change the Way You Work

KDnuggets

Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • 7 Projects Built with Generative AI • Best Python Tools for Building Generative AI Applications Cheat Sheet • Harnessing ChatGPT for Automated Data Cleaning and Preprocessing • Data Scientists Need to Specialize to Survive the Tech Winter • 7 Steps to Mastering Data Cleaning and Preprocessing Techniques • 5 Ways You Can Use ChatGPT's Code Interpreter For Data Science • The Best Courses for AI from U

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Top 25 AI Productivity Tools to Use in 2023

Analytics Vidhya

Struggling to keep pace with the relentless demands of the modern world? Wondering how to make the most of your time and stay ahead of the competition? In a fast-paced digital age, mastering productivity tools is the key to achieving success efficiently. Whether you’re an entrepreneur, a professional, or a student, harnessing the power of […] The post Top 25 AI Productivity Tools to Use in 2023 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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Video Highlights: Designing Machine Learning Systems — with Chip Huyen

insideBIGDATA

Chip Huyen, co-founder of Claypot AI and author of O'Reilly's best-selling "Designing Machine Learning Systems" joins our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, to share her expertise on designing production-ready machine learning applications, the importance of iteration in real-world deployment, and the critical role of real-time machine learning in various applications.

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5 Amazing & Free LLMs Playgrounds You Need to Try in 2023

KDnuggets

Explore the top 5 user-friendly platforms that provide free access to large language models, enabling you to experience the latest AI models firsthand.

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More Trending

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Demystifying Machine Learning

KDnuggets

This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

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Introducing Apache Spark™ 3.5

databricks

Today, we are happy to announce the availability of Apache Spark™ 3.5 on Databricks as part of Databricks Runtime 14.0. We extend our s.

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Employees are given three options as seen in the VMware leaked email

Dataconomy

According to the latest news of Insider, VMware has decided on employee fates. The VMware leaked email shows every option the employees have right now. VMware employees have found themselves at the center of attention due to a leaked internal email that discloses the potential outcomes they might face once Broadcom’s massive $61 billion acquisition of the cloud computing and virtualization giant reaches its anticipated conclusion.

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How To Keep Your Boots Clean During Brownfield Migration

Adrian Bridgwater for Forbes

In software migration, we talk about greenfield, brownfield and bluefield technology projects. But what do these terms mean?

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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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The Power of a Trusted Data Lakehouse: Go Bust or Boom

databricks

Special thanks to our partners at Immuta, Alation, and Anomalo for their collaboration on the content and technical assets from this article. The.

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How can cybersecurity analysts utilize AI technology?

Dataconomy

The internet is a fantastic phenomenon. The total combined knowledge of the world is at our fingertips. You can learn about literally anything online, and that’s just one use for the World Wide Web. In addition to learning about random events, history and facts, you can do so much more. Whether shopping online for clothes or household goods, doing your banking, taxes, life administration and medical care, you can use the net for much you need to achieve.

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How to Get a Job in Data Science as a Student

KDnuggets

Learn how to increase your possibilities of getting your first data science job while you are a student.

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Money is not the biggest obstacle to buying an iPhone 15 right now

Dataconomy

Is the iPhone 15 preorder not working? You are not the only one! The much-anticipated launch of Apple’s iPhone 15 has arrived, but for many eager customers, the journey to preorder this technological marvel has been far from smooth sailing. With users encountering hurdles accessing the Apple Store website and app, it’s been a frustrating experience that has left some waiting up to 30 minutes to secure their preorders.

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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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“Inverse vaccine” shows potential to treat MS and other autoimmune diseases

Hacker News

Pritzker Molecular Engineering researchers led by Prof. Jeffrey Hubbell showed that their compound can eliminate the autoimmune reaction associated with multiple sclerosis in a laboratory setting.

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Teachers Are Going All In on Generative AI

Flipboard

Surveys suggest teachers use generative AI more than students, to create lesson plans or more interesting word problems. Educators say it can save valuable time but must be used carefully.

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MDMA-assisted therapy for PTSD: A randomized, placebo-controlled phase 3 trial

Hacker News

This multi-site, randomized, double-blind, confirmatory phase 3 study evaluated the efficacy and safety of 3,4-methylenedioxymethamphetamine-assisted therapy (MDMA-AT) versus placebo with identical therapy in participants with moderate to severe post-traumatic stress disorder (PTSD). Changes in Clinician-Administered PTSD Scale for DSM-5 (CAPS-5) total severity score (primary endpoint) and Sheehan Disability Scale (SDS) functional impairment score (key secondary endpoint) were assessed by blinde

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The Princeton researchers calling out ‘AI snake oil’

Flipboard

They’re more afraid of shoddy software than robots going rogue, and say the argument that AI is going to wipe out humanity is built on a “tower of fallacies.

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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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Radiohead Public Library

Hacker News

An official online resource containing everything we, Radiohead, have ever done, more or less. Videos, music, artwork, websites, merchandise, and assorted ephemeral materials.

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Yes, You Can Use AI for Marketing. But Don't Forget About the Benefit of Human Touch.

Flipboard

Artificial intelligence may have changed the rules, but the game's essentials are the same: Let new tools amplify your voice and target better — just ensure that it's always your unique and personal story they're telling.

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Unity's self-combustion engine | This Week in Business

Hacker News

This Week in Business is our weekly recap column , a collection of stats and quotes from recent stories presented with a dash of opinion (sometimes more than a dash) and intended to shed light on various trends. Check back every Friday for a new entry. Unity had a pretty bad week. I'm actually writing this lead on Tuesday afternoon, but feeling pretty confident that whatever happens from here on out, this much will be true.

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Typeset launches AI that rapidly generates presentations, social posts, and more

Flipboard

When producing everyday visual collaterals, like an internal presentation or a social media post, many organizations rely on graphic designers or visually-capable folks who use their creative chops to come up with designs aligning with the brand language.

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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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United flight descends 28,000 feet in 8 minutes for ‘pressurization issue’

Hacker News

A United Airlines flight bound for Rome returned to New Jersey just after midnight Thursday “to address a possible loss of cabin pressure,” according to a statement from the airline.

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Google Gemini Poised to Take On AI Titans OpenAI and Microsoft

Flipboard

Google has reportedly started testing its most advanced AI model to date, Gemini, which it says has impressive multimodal capabilities.

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Record low Antarctic sea ice coverage indicates a new sea ice state

Hacker News

In February 2023, Antarctic sea ice set a record minimum; there have now been three record-breaking low sea ice summers in seven years. Following the summer minimum, circumpolar Antarctic sea ice coverage remained exceptionally low during the autumn& and winter advance, leading to the largest negative areal extent anomalies observed& over the satellite era.

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AI can help screen for cancer—but there’s a catch

Flipboard

In theory, catching cancers earlier should make them easier to treat, saving lives. But that’s not always what the data shows.

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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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Mesa-optimization algorithms in Transformers[pdf]

Hacker News

Transformers have become the dominant model in deep learning, but the reason for their superior performance is poorly understood. Here, we hypothesize that the strong performance of Transformers stems from an architectural bias towards mesa-optimization, a learned process running within the forward pass of a model consisting of the following two steps: (i) the construction of an internal learning objective, and (ii) its corresponding solution found through optimization.

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What is HyperWrite AI and how to use it

Dataconomy

Are you looking for an all-around AI tool that has the potential to replace ChatGPT ? Meet HyperWrite AI! Today, we will show you everything you need to know about it: features, explanation, pricing, and more! In today’s fast-paced world, where content is king, the need for efficient and effective writing tools has never been greater. Enter HyperWrite AI, your personal AI writing assistant that promises to revolutionize your writing experience.

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Unity’s New Pricing: A Wake-Up Call on the Importance of Open Source in Gaming

Hacker News

Recently Unity announced a pricing update which changes the pricing model from a simple pay per seat to a model whereby developers have to pay per install. This isn't restricted to paid installs or plays; it applies to every plain install.

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This new AI video tool clones your voice in 7 languages — and it's blowing up

Flipboard

How many languages do you speak? Thanks to AI, that number could be as many as seven.

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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.