Thu.Aug 03, 2023

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Be Wary of Bias: Avoiding Data Bias in Artificial Intelligence

insideBIGDATA

In this contributed article, Philip Miller, a Customer Success Manager for Progress, discusses the emergence of data bias in AI and what steps business leaders and IT teams can take to avoid it. Specifically, Philip discusses the ways in which data bias arises due to lackluster datasets and how human oversight paired with proper data entry can better improve your AI performance.

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Must Know 10 Common Bad Data Cases and Their Solutions

Analytics Vidhya

Introduction In the data-driven era, the significance of high-quality data cannot be overstated. The accuracy and reliability of data play a pivotal role in shaping crucial business decisions, impacting an organization’s reputation and long-term success. However, bad or poor-quality data can lead to disastrous outcomes. To safeguard against such pitfalls, organizations must be vigilant in […] The post Must Know 10 Common Bad Data Cases and Their Solutions appeared first on Analytics

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Heard on the Street – 8/3/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Codey: Google’s Generative AI for Coding Tasks

Analytics Vidhya

Introduction Since its introduction, OpenAI has released countless Generative AI and Large Language Models built on top of their top-tier GPT frameworks, including ChatGPT, their Generative Conversational AI. After the successful creation of conversational language models, developers are constantly trying to create Large Language Models that can either develop or assist developers in coding applications. […] The post Codey: Google’s Generative AI for Coding Tasks appeared first on Analytic

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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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Top vector databases in market

Data Science Dojo

A vector database is a type of database that stores data as high-dimensional vectors. These vectors are mathematical representations of features or attributes, and they can be used to represent a wide variety of data, such as text, images, and audio. One way to think about a vector database is as a way of storing and organizing data that is similar to how the human brain stores and organizes memories.

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All You Need to Know About Sport Analytics in 2023

Analytics Vidhya

Introduction In this dynamic era of sports, the role of sports analysts has never been more crucial. Uncover the latest trends, cutting-edge technologies, and innovative methodologies shaping sports data analysis. From game strategies to athlete performance optimization, sports analytics is revolutionizing how teams and athletes prepare, compete, and succeed.

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More Trending

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Linguistic Email Composer Web Application Using OpenAI and Langchain

Analytics Vidhya

Introduction In this article, we will see how to build a web application using OpenAI with the help of Langchain. This web app allows users to convert unstructured emails into properly formatted English. Users can input their email text, specify the desired tone and dialect (formal/informal and American/British English), and the app will provide a […] The post Linguistic Email Composer Web Application Using OpenAI and Langchain appeared first on Analytics Vidhya.

Analytics 267
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Protecting Your Compute Resources From Bitcoin Miners With a Data Lakehouse

databricks

As cryptocurrencies, particularly Bitcoin, have grown in popularity, so has the phenomenon of Bitcoin mining. While normal mining operations are critical for blockchain.

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Instagram Will Now Label AI-Generated Content

Analytics Vidhya

Popular social media app Instagram is working on a game-changing feature to revolutionize how we perceive content on its platform. App researcher Alessandro Paluzzi has unveiled evidence of upcoming notices that will disclose when AI plays a role in creating posts. This move comes after Meta, Instagram’s parent company, joins forces with other AI giants […] The post Instagram Will Now Label AI-Generated Content appeared first on Analytics Vidhya.

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AWS Strengthens SaaS Spanners For Cloud-Native Development

Adrian Bridgwater for Forbes

The major Cloud Service Provider (CSP) hyperscalers have established themselves pretty much from the outset as essentially Software-as-a-Service (SaaS) entities that s.

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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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Check Out Our Exclusive Docker Cheat Sheet!

Analytics Vidhya

Introduction Docker is an open-source platform that simplifies the process of building, shipping, and running applications using containers. Containers allow developers to package applications and their dependencies, making them portable and consistent across different environments. This Docker cheat sheet provides a quick reference guide to essential commands and concepts for effectively working with Docker.

Analytics 261
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Is AI technology the future of travel?

Dataconomy

Travel industry players are excited about predictions that AI could add around $1 trillion extra to the global tourism industry by 2025. This is expected to be delivered via new AI-enabled features like automated customer service, smart marketing targeting, voice- and facial recognition, and better demand management. Marketing companies are also babbling excitedly about AI’s ability to create hyper-personalized trips for travelers.

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Meta Unveils AudioCraft: An AI Tool to Turn Text into Audio and Music

Analytics Vidhya

Meta, the tech giant behind social media platforms like Facebook, Instagram, and WhatsApp, has unleashed a new open-source AI tool called AudioCraft. This revolutionary tool promises to empower both professional musicians and everyday users alike, enabling them to transform simple text prompts into captivating audio and music compositions. With its user-friendly interface and diverse capabilities, […] The post Meta Unveils AudioCraft: An AI Tool to Turn Text into Audio and Music appeared f

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SQL For Data Science: Understanding and Leveraging Joins

KDnuggets

Learn how to use different joins in SQL and how this helps you in data science.

SQL 207
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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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AI and the future of work: What stays 100% human?

Cassie Kozyrkov

The bright side and the dark side of automation Continue reading on Medium »

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Burning Hamburg 1943 – the first culmination of liberal militarism

Hacker News

Amidst all of the debate around Christopher Nolan’s Oppenheimer, I was shaken this week by a typically salutary thread by Alan Allport on the anniversary of another bombing. Eighty years ago, in a ten-day joint operation, American bombers by day and British bombers by night destroyed a large part of the German industrial and port city of Hamburg.

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Nvidia GPU shortage is ‘top gossip’ of Silicon Valley

Flipboard

As compute-hungry generative AI shows no signs of slowing down, which companies are getting access to Nvidia’s hard-to-come-by, ultra-expensive, high-performance computing H100 GPU for LLM model training is becoming the “top gossip” of Silicon Valley, according to Andrej Karpathy, the former …

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Earliest glass workshop north of the Alps discovered

Hacker News

After 20 years of above-ground surveys, archaeologists have excavated the famous Iron Age site of Němčice and confirmed the presence of the earliest glass workshop north of the Alps.

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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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New psychology research reveals why people prefer human-created artwork to AI-created artwork

Flipboard

A recent study from Duke University showed that people tend to favor artworks labeled as "human-created" over those marked as "AI-created," revealing the significant role narratives and perceived effort play in artwork judgments. The research highlighted that although AI-generated pieces were seen as visually attractive, they were considered less able to communicate profound meaning or evoke emotional responses, demonstrating the importance of the human element in artistic ex

AI 123
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Successful room temperature ambient-pressure magnetic levitation of LK-99

Hacker News

Recently, Sukbae Lee et al. reported inspiring experimental findings on the atmospheric superconductivity of a modified lead apatite crystal (LK-99) at room temperature (10.6111/JKCGCT.2023.33.2.061, arXiv: 2307.12008, arXiv: 2307.12037). They claimed that the synthesized LK-99 materials exhibit the Meissner levitation phenomenon of superconductors and have a superconducting transition temperature (Tc) higher than 400 K.

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How Schools Are Coaching — or Coaxing — Teachers to Use ChatGPT

Flipboard

Six months out from when it broke the internet, ChatGPT — and its numerous clones and adaptations — have drummed up great interest, and concerns, for teachers, school leaders and districts. The introduction of generative AI into society shines a bright spotlight on these educators. Soon, they will have to understand it, regulate its use and also implement it in their own pedagogy.

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FCC fines robocaller a record $300M after blocking billions of their scam calls

Hacker News

The FCC’s robocaller penalties are growing as the agency tracks down and terminates their operations — this time resulting in a record $300 million forfeiture. But whether and when that money will be paid is, as always, something of an open question.

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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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Tim Cook touts that Apple has been investing in generative AI tech 'for years' - 9to5Mac

Flipboard

Alongside the release of AAPL earnings for Q3 2023, Tim Cook is also touting the company’s investment in generative AI technology. In an interview with Reuters, Cook said that Apple has been “doing research across a wide range of AI technologies, including generative AI, for years.

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IBM and NASA Open Source Largest Geospatial AI Foundation Model on Hugging Face

Hacker News

IBM & open-source AI platform Hugging Face today announced that IBM's watsonx.ai geospatial foundation model – built from NASA's satellite data – will now be openly available on Hugging Face. It will be the largest geospatial foundation model on Hugging Face and the first-ever open-source AI foundation model built in collaboration with NASA.

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Ten AI companies that architects and designers need to know

Flipboard

Dozens of AI tools are emerging that could dramatically alter how architects and designers work. As part of our AItopia series, Dezeen rounds up 10 of the most significant.

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Pirate Site Not Impressed by Global DNS Blocking Order

Hacker News

Founded in the last millennium, CannaPower must be one of the oldest pirate sites still around today. The site currently indexes more than 50,000 audio releases, which are shared through external hosting platforms. CannaPower Blocking Efforts With roughly a million monthly visits, mostly from Germany, the download portal is large enough to appear on the music industry’s radar.

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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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The Impact of Generative AI on the Future of Work: 5 Key Insights from the McKinsey Report

Flipboard

The transformative power of Artificial Intelligence (AI) has already begun to reshape the job landscape, and according to the McKinsey report 'The State of AI in 2023: Generative AI's Breakout Year,' this trend is only set to accelerate. The report highlights key insights into the potential changes in the job market, emphasizing the need for adaptability and preparedness among workers and industries.

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How Malicious Android Apps Slip Into Disguise

Hacker News

Researchers say mobile malware purveyors have been abusing a bug in the Google Android platform that lets them sneak malicious code into mobile apps and evade security scanning tools. Google says it has updated its app malware detection mechanisms in response to the new research. At issue is a mobile malware obfuscation method identified by researchers at ThreatFabric , a security firm based in Amsterdam.

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AI-Ready Data Centers Are Poised for Fast Growth

Flipboard

Companies’ insatiable appetite for artificial intelligence is driving a fast-emerging market for data centers purpose built to handle compute-intensive AI applications.

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Decoding Base16 Sequences Quickly

Hacker News

We sometimes represent binary data using the hexadecimal notation. We use a base-16 representation where the first 10 digits are 0, 1, 2, 3, 5, 6, 7, 8, 9 and where the following digits are A, B, C, D, E, F (or a, b, c, d, e, f). Thus each character represents 4 bits.

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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.