Mon.Jun 17, 2024

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Understanding the Log-normal Distribution

Analytics Vidhya

Introduction The log-normal distribution is a fascinating statistical concept commonly used to model data that exhibit right-skewed behavior. This distribution has wide-ranging applications in various fields, such as biology, finance, and engineering. In this article, we will delve into the log-normal distribution, its key parameters, and how to interpret them, as well as explore some […] The post Understanding the Log-normal Distribution appeared first on Analytics Vidhya.

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Shreds.AI Launches an AI Capable of Generating Complex Software

insideBIGDATA

Shreds.AI, an AI capable of generating complex, business-grade software from simple descriptions in record time, today announced its formal beta launch. Shreds.AI slashes the time to market for software, along with team sizes and costs, by over 80% compared to traditional software development methods. It also solves the software obsolescence problem, increases software lifespan by more than 60% with automatic maintenance and makes it easy to switch software technology, for example, from PHP to J

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A Step-by-Step Guide: Building an AI Chat App with Alibaba Cloud

Analytics Vidhya

Introduction In today’s data-driven world, machine learning and AI have become vital business apparatuses, revolutionizing forms, and driving advancement. Be that as it may, executing these advances viably regularly presents challenges in terms of framework, adaptability, and fetching. Enter Alibaba Cloud PAI EAS (Flexible Calculation Benefit), a cutting-edge arrangement custom-fitted to address these obstacles.

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5 Free Courses on Reinforcement Learning

Machine Learning Mastery

Reinforcement learning (RL) is a subfield of machine learning where an agent learns to make decisions by interacting with its environment rather than relying solely on pre-existing data. It is an area that blends trial-and-error learning with feedback from actions to improve future performance. In this blog, we will explore 5 free courses that I […] The post 5 Free Courses on Reinforcement Learning appeared first on MachineLearningMastery.com.

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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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How to Create 3D Pie Charts?

Analytics Vidhya

Introduction Data visualization is an important step toward discovering insights and patterns. Among the various tools at our disposal are charts, which explain complicated information simply and straightforwardly. The 3D pie chart is a very handy graphic. Traditional pie charts demonstrate how different categories contribute to a whole, while 3D pie charts offer depth and […] The post How to Create 3D Pie Charts?

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What Data Scientists Should Know About OpenUSD

KDnuggets

Let's dive into what data scientists should know about OpenUSD and how it can enhance their workflows.

More Trending

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A Tour of Python NLP Libraries

KDnuggets

Exploring the available text Python packages for your data workflow.

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Brain circuit scores identify clinically distinct biotypes in depression/anxiety

Hacker News

There is an urgent need to derive quantitative measures based on coherent neurobiological dysfunctions or ‘biotypes’ to enable stratification of patients with depression and anxiety. We used task-free and task-evoked data from a standardized functional magnetic resonance imaging protocol conducted across multiple studies in patients with depression and anxiety when treatment free (n = 801) and after randomization to pharmacotherapy or behavioral therapy (n = 2

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5 Free Templates for Data Science Projects on Jupyter Notebook

KDnuggets

Boost your data science project with these templates.

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How innovative is China in nuclear power?

Hacker News

Though China built upon a foreign base of technology, it has become the world’s leading proponent of nuclear energy. Chinese firms are well ahead of their Western peers, supported by a whole-of-government strategy that provides extensive financing and systemic coordination.

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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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Conformer-Based Speech Recognition on Extreme Edge-Computing Devices

Machine Learning Research at Apple

This paper was accepted at the Industry Track at NAACL 2024. With increasingly more powerful compute capabilities and resources in today’s devices, traditionally compute-intensive automatic speech recognition (ASR) has been moving from the cloud to devices to better protect user privacy. However, it is still challenging to implement on-device ASR on resource-constrained devices, such as smartphones, smart wearables, and other small home automation devices.

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FTC sues Adobe for hiding fees and inhibiting cancellations

Hacker News

The Federal Trade Commission is taking action against software maker Adobe and two of its executives, Maninder Sawhney and David Wadhwani, for deceiving consumers by hiding the early terminati

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Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness

Machine Learning Research at Apple

Voice activity detection (VAD) is a critical component in various applications such as speech recognition, speaker identification, and hands-free communication systems. With the increasing demand for personalized and context-aware technologies, the need for effective personalized VAD systems has become paramount. In this paper, we present a comparative analysis of Personalized Voice Activity Detection (PVAD) systems to assess their real-world effectiveness.

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Cities: Skylines II Found a Solution for High Rents: Get Rid of Landlords

Hacker News

For months, players have been complaining about high rents in the city-building sim. This week, developer Colossal Order fixed the problem by doing something real cities can’t: removing landlords.

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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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6 Startups Redefining 3D Workflows with OpenUSD and Generative AI

KDnuggets

Driving the next era of advanced 3D solutions with OpenUSD

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The Public Interest Internet, by Robin Berjon

Hacker News

What if the internet were public interest technology? Is that too wildly speculative? I think not. I am not talking about a utopian project here — a public interest internet would be a glorious imperfect mess and it would be far from problem-free. But while there is a lot of solid thinking about various digital issues or pieces of internet infrastructure (much of which I rely upon here), I have yet to read to an answer to this question: What global digital architecture should we assemble if we t

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How IBM helps Wimbledon use generative AI to drive personalized fan engagement

IBM Journey to AI blog

For two weeks in July, the All England Lawn Tennis Club (AELTC) hosts Wimbledon, the most prestigious tournament in the sport. IBM has been partnering with the Club for more than three decades, enhancing coverage of The Championships and engaging fans with rich data-driven insights. This year, some of the most compelling stories of the tournament will be told with the help of IBM® watsonx™ , the enterprise-ready generative AI platform.

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Intel details Skymont

Hacker News

Previously Intel's Skymont slides were published in low resolution, and I wrote a short article on them. Now, the presentation is public with higher resolution slides and presenter audio. Because there's a lot more detail to comment on, it's time for a follow up to give a more complete picture of Intel's presentation.

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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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Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection

Machine Learning Research at Apple

Although Large Language Models (LLMs) have shown promise for human-like conversations, they are primarily pre-trained on text data. Incorporating audio or video improves performance, but collecting large-scale multimodal data and pre-training multimodal LLMs is challenging. To this end, we propose a Fusion Low Rank Adaptation (FLoRA) technique that efficiently adapts a pre-trained unimodal LLM to consume new, previously unseen modalities via low rank adaptation.

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EU to greenlight Chat Control tomorrow

Hacker News

The Belgian EU Council presidency seems set to have bulk Chat Control searches of our private communications greenlighted by EU governments on Wednesday 19 June.

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I Took the Google Data Analytics Certification Where 2,148,697 Have Already Enrolled

KDnuggets

These were my thoughts on the certification.

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Will We Run Out of Data? Limits of LLM Scaling Based on Human-Generated Data

Hacker News

We estimate the stock of human-generated public text at around 300 trillion tokens. If trends continue, language models will fully utilize this stock between 2026 and 2032, or even earlier if intensely overtrained.

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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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Generating audio for video

DeepMind

Video-to-audio research uses video pixels and text prompts to generate rich soundtracks

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Monopolies across the grocery supply chain squeeze consumers, small businesses

Hacker News

Monopolies across the grocery supply chain squeeze consumers and small-business owners alike. Big Data will only entrench those dynamics further.

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A Comprehensive Introduction to Instruction Fine-Tuning for LLMs

Towards AI

Last Updated on June 18, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Instruction tuning is a process used to enhance large language models (LLMs) by refining their ability to follow specific instructions. OpenAI’s work on InstructGPT first introduced instruction fine-tuning. InstructGPT was trained to follow human instructions better by fine-tuning GPT-3 on datasets where humans rated the model’s responses, which was a major step towards producing ChatGPT.

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How React 19 Almost Made the Internet Slower

Hacker News

The author discusses the React 19 change that went unnoticed until last week that could potentially degrade the performance of websites that rely React.

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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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How Twilio used Amazon SageMaker MLOps pipelines with PrestoDB to enable frequent model retraining and optimized batch transform

AWS Machine Learning Blog

This post is co-written with Shamik Ray, Srivyshnav K S, Jagmohan Dhiman and Soumya Kundu from Twilio. Today’s leading companies trust Twilio’s Customer Engagement Platform (CEP) to build direct, personalized relationships with their customers everywhere in the world. Twilio enables companies to use communications and data to add intelligence and security to every step of the customer journey, from sales and marketing to growth and customer service, and many more engagement use cases in a flexib

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LLM that can call multiple tool APIs with one request

Hacker News

Enterprises are increasingly adopting AI to enhance business workflows. AI models, equipped with external tools, have the potential to streamline business operations. At Cohere, we’re excited to share that our latest generative models — Command R and R+ — have been trained to interact with a variety of tools. You can explore these tools capabilities via our API and via Langchain.

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IBM’s InstructLab: A New Era For AI Model Creation And Performance

MoorInsights for Forbes

IBM and its Red Hat unit have introduced a novel way to align and iterate LLMs that uses open-source principles and enables community contributions.

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Commercial perovskite solar modules at SNEC 2024 trade show

Hacker News

China's Utmo Light showcased its first full perovskite PV module at this week’s SNEC PV trade fair in Shanghai, underscoring the technology's ongoing shift toward commercialization.

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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.