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 316
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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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Design patterns for AI agents in LLMs: Key framework, benefits, and challenges

Data Science Dojo

Have you ever thought about the leap from “Good to Great” as James Collins describes in his book? This is precisely what we aim to achieve with large language models (LLMs) today. We are at a stage where language models are surely competent, but the challenge is to elevate them to excellence. While there are numerous approaches that are being discussed currently to enhance LLMs, one approach that seems to be very promising is incorporating agentic workflows in LLMs.

AI 261
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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.

Analytics 309

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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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5 Simple Steps to Automate Data Cleaning with Python

KDnuggets

Automate your data cleaning process with a practical 5-step pipeline in Python, ideal for beginners.

Python 362
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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 189
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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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 294
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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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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 286
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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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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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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 285
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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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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 271
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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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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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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 162
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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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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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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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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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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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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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Google DeepMind at ICLR 2024

DeepMind

Developing next-gen AI agents, exploring new modalities, and pioneering foundational learning

AI 134
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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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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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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).

Algorithm 113
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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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Unveiling the Future: Mastering Stock Market Prediction with PMDARIMA

Towards AI

Last Updated on May 7, 2024 by Editorial Team Author(s): Himanshu Sharma Originally published on Towards AI. Unlock the Secrets of Stock Market Forecasting with Python’s PMDARIMA LibraryStock Prediction(Source: By Author) Predicting stock market prices is a challenging yet crucial task for investors and financial analysts. The ability to forecast future price movements helps in making informed investment decisions and mitigating risks.

Python 83
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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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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.