Thu.Dec 28, 2023

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Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria

Analytics Vidhya

In a significant breakthrough, researchers at MIT have harnessed the power of artificial intelligence (AI) to identify a novel class of antibiotics. The research led by Dr. James J. Collins and Dr. Felix Wong offers hope in the battle against drug-resistant bacteria. Their revolutionary approach utilizes explainable deep learning to identify compounds capable of combating […] The post Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria appeared first on Analytics V

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Why We Need Data Mesh Architecture To Cope With Exponential Data Growth

insideBIGDATA

In this contributed article, Ravi Narayanan, VP and Global Practice Leader for Data & Analytics, and Partnerships at Nisum, believes that in a world where data is expanding at a constant pace, knowing how to structure it is crucial. Leveraging data mesh, companies can empower departments with streamlined processes, visibility of their metrics, and data ownership.

Analytics 243
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Humane’s ChatGPT-Powered Ai Pin Set to Revolutionize Wearable Tech in 2024

Analytics Vidhya

In a significant stride towards transforming the landscape of wearable technology, Humane, the brainchild of Apple designers Imran Chaudhri and Bethany Bongiorno, is gearing up to ship its revolutionary Ai Pin in March 2024. This innovative wearable computer powered by ChatGPT 4.0 is poised to redefine user interaction with technology. It aims to prioritize efficiency […] The post Humane’s ChatGPT-Powered Ai Pin Set to Revolutionize Wearable Tech in 2024 appeared first on Analytics V

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Heard on the Street – 12/28/2023

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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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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Responsible AI Now Has an ISO Standard: ISO/IEC 42001

Analytics Vidhya

The recent release of ISO/IEC 42001 by the International Organization for Standardization (ISO) and the International Electrotechnical Commission (IEC) has ushered in a new era for the responsible development and utilization of artificial intelligence (AI) systems. This groundbreaking international standard sets a comprehensive framework for AI management systems, emphasizing ethical considerations, transparency, and ongoing adaptability. […] The post Responsible AI Now Has an ISO Standard

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The power of machine learning in your business: A step-by-step guide

Data Science Dojo

Imagine a world where your business could make smarter decisions, predict customer behavior with astonishing accuracy, and automate tasks that used to take hours of manual labor. That world is not science fiction—it’s the reality of machine learning (ML). In this blog post, we’ll break down the end-to-end ML process in business, guiding you through each stage with examples and insights that make it easy to grasp.

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How NOT To Make New Year’s Resolutions

Cassie Kozyrkov

Most people’s resolutions fail… here’s how you can do better Continue reading on Medium »

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BharatGPT: Reliance Jio’s AI Collaboration with IIT Bombay

Analytics Vidhya

In a significant move, Reliance Jio, the leading Indian telecom operator, is set to embark on a groundbreaking venture with the Indian Institute of Technology Bombay (IIT-B). The collaboration, under the project name “BharatGPT,” seeks to harness the potential of artificial intelligence (AI) in multiple domains. The ambitious project aims for a transformative impact across […] The post BharatGPT: Reliance Jio’s AI Collaboration with IIT Bombay appeared first on Analytics

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Vitalik Buterin proposes to make Ethereum PoS 'lighter and simpler'

Hacker News

A major difference between Ethereum and most other (finality-bearing) proof of stake systems is that Ethereum tries to support a very high number of validators: we currently have 895,000 validator objects and a naive Zipf’s law analysis implies that this corresponds to tens of thousands of unique invididuals/entities. The purpose of this is to support decentralization, allowing even regular individuals to participate in staking, without requiring everyone to give up their agency and cede control

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All You Need to Know About NumPy’s argmax() Function

Analytics Vidhya

Introduction NumPy is a powerful library for numerical operations in Python, providing support for large, multi-dimensional arrays and matrices. One of the many useful functions in NumPy is the argmax() function, which emerges as a gem, offering a dynamic solution to pinpoint the indices of maximum values along a designated axis within an array. This […] The post All You Need to Know About NumPy’s argmax() Function appeared first on Analytics Vidhya.

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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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Try This Brand New Analog Computer

Hacker News

Once upon a time, if you cracked open the pages of IEEE Spectrum you could spot full-page advertisements for analog computers , boasting of their ease of use and even—in the case of one model built into a cart with wheels—their portability. Engineers connected potentiometers and op-amps to set up representations of knotty differential equations and read the solutions as varying output voltages.

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Mastermind or Novice? Prove It with the Ultimate AI Quiz!

Analytics Vidhya

Love diving into the world of Artificial Intelligence? Whether you’re an AI enthusiast or just curious about the latest tech trends, this AI Knowledge Quiz is your chance to test your understanding across various domains. From cutting-edge technologies to ethical considerations, this quiz covers a spectrum of AI-related topics. Are you ready to challenge your […] The post Mastermind or Novice?

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Crime-fighting AI robocop is keeping an eye on New York’s subway riders

Flipboard

Riders on the subway in New York City might have noticed a new addition to the transit system: a robot named K5. K5 is a crime-fighting machine that is supposed to make the subway safer and more secure. But is it really a good idea to have a robot watching over us?

AI 181
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AI in Mobiles: Revolutionizing the Future of Smartphones

Analytics Vidhya

Introduction Artificial Intelligence (AI) has become a game-changer in numerous industries, and mobile technology is no different. We once believed that 5G, touch screens, and foldable displays would revolutionize smartphones. However, the advent of AI has brought about a paradigm shift, fundamentally reshaping the landscape of mobile technology. In this blog post, we will explore […] The post AI in Mobiles: Revolutionizing the Future of Smartphones 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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AI’s Dreadful December: Lawsuits, plagiarism and child abuse images show the perils of training on data taken without consent.

Flipboard

Three major news headlines in the past week have soured the generative AI party: a lawsuit from the NY Times, a new image model that copies frames from movies and the discovery of child abuse images in a popular dataset.

AI 181
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Spark vs Presto: A Comprehensive Comparison

Analytics Vidhya

Introduction In big data processing and analytics, choosing the right tool is paramount for efficiently extracting meaningful insights from vast datasets. Two popular frameworks that have gained significant traction in the industry are Apache Spark and Presto. Both are designed to handle large-scale data processing efficiently, yet they have distinct features and use cases.

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Linux is the only OS to support diagonal PC monitor mode

Hacker News

A Linux developer has eschewed boring traditional landscape and portrait monitor orientations and is championing diagonal modes, with 22 degrees claimed to be the sweet spot.

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A Comprehensive Guide to Temporal Graphs in Data Science

Analytics Vidhya

Introduction Temporal graphs are a powerful tool in data science that allows us to analyze and understand the dynamics of relationships and interactions over time. They capture the temporal dependencies between entities and offer a robust framework for modeling and analyzing time-varying relationships. Further in this guide, you will explore temporal graphs in data science—definition, […] The post A Comprehensive Guide to Temporal Graphs in Data Science 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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Tracking developer build times to decide if the M3 MacBook is worth upgrading

Hacker News

When our CTO said "I'll upgrade your MacBook if you can prove it's worthwhile" we embarked on a journey including (re)building a Go hot-reloader, instrumenting developer builds, analysing compiler performance and feeding an AI model the data until we had an answer.

AI 175
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Major Error Found in Stable Diffusion’s Biggest Training Dataset

Analytics Vidhya

The integrity of a major AI image training dataset, LAION-5B, utilized by influential AI models like Stable Diffusion, has been compromised after the discovery of thousands of links to Child Sexual Abuse Material (CSAM). This revelation has triggered concerns about the potential ramifications of such content infiltrating the AI ecosystem. The Unveiling of Disturbing Content […] The post Major Error Found in Stable Diffusion’s Biggest Training Dataset appeared first on Analytics Vidhya.

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Novel helmet liner 30 times better at stopping concussions

Hacker News

Researchers have developed a new, lightweight foam made from carbon nanotubes that, when used as a helmet liner, absorbed the kinetic energy caused by an impact almost 30 times better than liners currently used in US military helmets. The foam could prevent or significantly reduce the likelihood of concussion in military personnel and sportspeople.

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Midjourney V6 Updates Terms; Blames Users for Copyright Infringement

Analytics Vidhya

Midjourney, a popular text-to-image generator, is facing significant criticism and backlash following the recent release of its V6 models. Users are expressing concerns over potential copyright infringement. They claim that the new update’s capabilities may be reproducing images too similar to copyrighted art. This controversy has led to a heated debate on social media about […] The post Midjourney V6 Updates Terms; Blames Users for Copyright Infringement appeared first on Analytics

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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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Figma is betting its AI can make meetings less terrible—even without Adobe’s backing

Flipboard

The popular design platform’s merger with Adobe may have fallen flat, but that hasn’t stopped users from embracing its new FigJam AI tools. By now, we’ve all heard the worries about artificial intelligence replacing workers and laying siege to entire industries (if not the world at large).

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The merge vs. rebase debate

Hacker News

As a developer creating pull requests in a git repo, you almost certainly use one of two distinct workflows for integrating changes from one branch into another: merging or rebasing.

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AI, rizz, coup belt…top 10 terms of 2023

Flipboard

In political speeches, UN resolutions, social media posts or everyday speak, they were the terms in 2023 that everyone used – or should have used. Some were brand new, others old-new, but they all had a particular resonance this year.

AI 156
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Apple's Predicament – NSPredicate Exploitation on macOS and iOS [video]

Hacker News

In 2021 the FORCEDENTRY sandbox escape introduced the usage of NSPredicate in an iOS exploit. This new technique allowed attackers to sidestep codesigning, A.

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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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This New AI Studies The 'Story of Your Life' to Predict How It May End

Flipboard

Imagine being able to tell an AI details about your life – your job, your eating habits, that time you broke an arm aged 4 – and have it predict the …

AI 159
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Kaspersky discloses iPhone hardware feature vital in Operation Triangulation

Hacker News

Kaspersky’s Global Research and Analysis Team (GReAT) has unveiled a previously unknown hardware feature in Apple iPhones, pivotal to the Operation Triangulation campaign. The team presented this discovery at the 37th Chaos Communication Congress in Hamburg.

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Strategic Mergers and Acquisitions in the Post-Pandemic Era

Flipboard

AI and machine learning advancements have paved the way for companies to dig deeper into market trends and consumer behaviors. The mergers and acquisitions landscape in the post-pandemic era has undergone notable shifts.

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Particle Life

Hacker News

A simple program to simulate artificial life using attraction/reuplsion forces between many particles - GitHub - hunar4321/particle-life: A simple program to simulate artificial life using attraction/reuplsion forces between many particles

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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.