Fri.May 03, 2024

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Big AIs in Small Devices

insideBIGDATA

In this contributed article, Luc Andrea, Engineering Director at Multiverse Computing, discusses the challenge of integrating increasingly complex AI systems, particularly Large Language Models, into resource-limited edge devices in the IoT era. It proposes quantum-inspired algorithms and tensor networks as potential solutions for compressing these large AI models, making them suitable for edge computing without compromising performance.

AI 293
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Building Responsible AI with Guardrails AI

Analytics Vidhya

Introduction Large Language Models (LLMs) are ubiquitous in various applications such as chat applications, voice assistants, travel agents, and call centers. As new LLMs are released, they improve their response generation. However, people are increasingly using ChatGPT and other LLMs, which may provide prompts with personal identifiable information or toxic language.

AI 296
professionals

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Executive Overview: The Rise of Open Foundational Models

databricks

Moving generative AI applications from the proof of concept stage into production requires control, reliability and data governance. Organizations are turning to open.

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Understanding Fuzzy C Means Clustering

Analytics Vidhya

Introduction Clustering is an unsupervised machine learning algorithm that groups together similar data points based on criteria like shared attributes. Each cluster has data points that are similar to the other data points in the cluster while as a whole, the cluster is dissimilar to other data points. By making use of clustering algorithms, we […] The post Understanding Fuzzy C Means Clustering appeared first on Analytics Vidhya.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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Leveraging Big Data for Enhanced Cybersecurity Solutions

insideBIGDATA

In this contributed article, Alexander Norell of VikingCloud explores how big data analytics can significantly improve cybersecurity strategies by enabling more accurate threat detection and real-time response capabilities.

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Is Sam Altman Crazy or a Genius? $50 Billion AGI Gamble Explained!

Analytics Vidhya

In a series of candid discussions, Sam Altman, the CEO of OpenAI, has made bold statements about the future and financial commitment of his company towards achieving Artificial General Intelligence (AGI). His vision represents a significant shift in the development of AI technologies, emphasizing the transformative potential of AGI across various societal sectors.

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More Trending

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How to Create Mind Maps and Flowcharts Using ChatGPT

Analytics Vidhya

Introduction In the field of data science, how you present the data is perhaps more important than data collection and analysis. Data scientists often find it difficult to clearly communicate all of their analytical findings to stakeholders of different levels. This is where data visualization techniques such as flowcharts and mind maps come to help. […] The post How to Create Mind Maps and Flowcharts Using ChatGPT appeared first on Analytics Vidhya.

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Using OpenPose with Stable Diffusion

Machine Learning Mastery

We have just learned about ControlNet. Now, let’s explore the most effective way to control your character based on human pose. OpenPose is a great tool that can detect body keypoint locations in images and video. By integrating OpenPose with Stable Diffusion, we can guide the AI in generating images that match specific poses. In […] The post Using OpenPose with Stable Diffusion appeared first on MachineLearningMastery.com.

AI 227
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30 Python Coding Interview Questions for Beginners

Analytics Vidhya

Introduction Understanding Python coding interview questions is crucial as they serve as a gateway to opportunities in software development and data science careers. Mastering these questions not only showcases problem-solving abilities and Python proficiency but also enhances overall programming skills. By familiarizing oneself with common challenges and honing problem-solving strategies, candidates can confidently navigate technical […] The post 30 Python Coding Interview Questions for B

Python 265
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An oil price-fixing conspiracy caused 27% of all inflation in 2021

Hacker News

The FTC just found evidence that American oil companies colluded with the Saudi government to hike gas prices, costing the average family $3,000 last year. The question is, what can we do about it?

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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OpenAI Sora: World’s First Commissioned Music Video by AI

Analytics Vidhya

OpenAI Sora is again in the limelight with its first commissioned Music Video. After the release of The Balloon Man in ‘Air Head’ – a short film made with Sora, Hollywood’s fascination with this text-to-video model soared to new heights. Today, OpenAI Sora has achieved a remarkable feat by creating the world’s first commissioned music […] The post OpenAI Sora: World’s First Commissioned Music Video by AI appeared first on Analytics Vidhya.

AI 247
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A Minimal Model for Biological Evolution and Other Adaptive Processes

Hacker News

Stephen Wolfram explores simple models of biological organisms as computational systems. A study of progressive development, multiway graphs of all possible paths and the need for narrowing the framework space.

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40+ Free Python Resources that can Help you Become a Pro

Analytics Vidhya

Introduction Python reigns as the top programming language, offering a career boost with its versatility. From web apps to data analysis and machine learning, Python handles it all. How? Thanks to its vast open-source community, Python boasts a library for every task imaginable, with wrappers for popular packages from other languages. Its extensive libraries cater […] The post 40+ Free Python Resources that can Help you Become a Pro appeared first on Analytics Vidhya.

Python 230
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Lithium-free sodium batteries exit the lab and enter US production

Hacker News

Two years ago, sodium-ion battery pioneer Natron Energy was busy preparing its specially formulated sodium batteries for mass production. The company slipped a little past its 2023 kickoff plans, but it didn't fall too far behind as far as mass battery production goes. It officially commenced production of its rapid-charging, long-life lithium-free sodium batteries this week, bringing to market an intriguing new alternative in the energy storage game.

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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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Gemini vs ChatGPT: Which is Better for Coding?

Analytics Vidhya

Introduction Feeling lost in the world of code? Don’t worry, you’re not alone! AI assistants like Gemini and ChatGPT are here to help. But with two strong options, how do you choose? This guide will compares ChatGPT vs Gemini for code. We’ll see which one explains things better, helps you write cleaner code, and tackles […] The post Gemini vs ChatGPT: Which is Better for Coding?

Analytics 211
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People with gas and propane stoves breathe more unhealthy nitrogen dioxide

Hacker News

A new study of air pollution in U.S. homes reveals how much gas and propane stoves increase people’s exposure to nitrogen dioxide, a pollutant linked to childhood asthma. Even in bedrooms far from kitchens, concentrations frequently exceed health limits while stoves are on and for hours after burners and ovens are turned off.

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Join the Exciting $100,000 AI Challenge by LMSYS and Kaggle!

Analytics Vidhya

LMSYS and Kaggle have joined forces for an epic competition: predicting human preferences with machine learning! This competition aims to use machine learning to better understand how humans make choices, which can help improve AI technologies. Winners walk away with a cool $100,000. Are you up for the challenge? What is the AI Challenge by […] The post Join the Exciting $100,000 AI Challenge by LMSYS and Kaggle!

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Elegant Wind Turbine Blades Made Of Wood Can Outperform Composites

Hacker News

Wooden wind turbine blades can outperform conventional composites while reducing costs and improving recycling rates. The post Elegant Wind Turbine Blades Made Of Wood Can Outperform Composites appeared first on CleanTechnica.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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30+ Free Generative AI Short Courses by Deeplearning.ai

Analytics Vidhya

Introduction Today Generative AI is the technology behind basically everything from creating realistic images to composing music and is rapidly transforming various fields. Wondering where to start with this cool technology? Or how to learn about it without spending too much time or signing up for long courses? If that’s you, you’ve found the right […] The post 30+ Free Generative AI Short Courses by Deeplearning.ai appeared first on Analytics Vidhya.

AI 155
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How long should you sit vs. stand? New research reveals the perfect mix

Hacker News

A new study has calculated how long you should be sleeping, standing and moving each day for optimal health. And you might be doing more physical activity than you thought.

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Meta’s New Data Analyst Professional Certification Has Dropped!

KDnuggets

Start a new career with Meta’s Data Analyst Certification and be job-ready in 5 months or less!

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Woodworking as an Escape from the Absurdity of Software

Hacker News

If you had the choice to sculpt a leg chair out of wood or write a full-fledged audio engine, complete with kernel drivers and whatnot, inside an app for controlling monitor brightness, what wou… Wait, no, that's not a question, you would do the leg chair for sure. There's no way that other thing makes sense.

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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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From vision to reality: Implementing digital adoption strategies

Dataconomy

There probably isn’t a business in the developed world that is following some sort of digital adoption strategy, even if it’s being carried out haphazardly and without conscious intent. Even a Mom-and-Pop store in the sleepiest town you can imagine will now have a Facebook page at the very least. It’s not a huge step from an FB page to having a dedicated website.

AI 121
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Creating a low-cost EV charging station with Arduino

Hacker News

The high cost of EV (electric vehicle) chargers may lead you to believe that they’re complex systems. But with the exception of Tesla’s Supercharger, that isn’t true. They’re actually quite simple — basically just glorified switches. All of the nitty gritty charging details are the responsibility of the car’s onboard circuitry.

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Welcome to the future of data reporting, in musical format

FlowingData

The TikTok account Globetrots combines Google Earth and text-to-speech to show top-ten lists with various statistics. For example, what cities in the United Kingdom have the most people on benefits ? A Google Earth shot pans to the different cities as text-to-speech narrates. A good number of their videos have gained popularity (or the TikTok algorithms are pushing novelty).

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Drink Me: (Ab)Using a LLM to Compress Text

Hacker News

Introduction Large language models are trained on huge datasets of text to learn the relationships and contexts of words within larger documents. These relationships are what allows the model to generate text. Recently I've read concerns about LLMs being trained on copyrighted text and reproducing it.

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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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AI Data Mining Cloak and Dagger

Becoming Human

Nightshade AI Poisoning and Anti-Theft / Pro-Ethics AI Continue reading on Becoming Human: Artificial Intelligence Magazine »

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How to Use JSON Path

Hacker News

A few years ago most API designers, developers, and technical writers would have had very little reason to bump into JSONPath, but its starting to get more and more relevant as more tools and standards start relying on it. So what is JSONPath, what is it used for, and how can you get up to speed with using it?

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Analyzing MRI Scans With AI (Tensorflow) Is Easier Than You Think

Towards AI

Last Updated on May 7, 2024 by Editorial Team Author(s): Laszlo Fazekas Originally published on Towards AI. A few weeks ago, I had an MRI scan. That’s when it occurred to me to wonder how complicated it would be to evaluate MRI images with the help of AI. I had always thought that this was a complex problem that only universities and research institutes dealt with.

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How to Make More Money Renting a GPU Than Nvidia Makes Selling It

Hacker News

It is not a coincidence that the companies that got the most “Hopper” H100 allocations from Nvidia in 2023 were also the hyperscalers and cloud builders,

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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.