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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6 hard truths CEOs must confront in the generative AI era

IBM Journey to AI blog

The rise of generative AI is a make-or-break moment for CEOs. All eyes are on them and the decisions they make now to steer their organizations into the future. There is an exciting canvas of opportunity ahead with generative AI: improving productivity across virtually every enterprise function, delivering exciting new kinds of customer experiences, and powering the development of new digital products and services—all underpinned by transformed technology delivery.

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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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Navigating the Ethics of Digital Humans

Unite.AI

With the emergence of any new technology, ethical challenges arise. The rise of digital humans is no exception. Gartner predicts that by 2035, the digital human economy will become a $125-billion market that will continue to grow further. When deployed at such scale, the digital human economy is here to dramatically change how businesses (and our society) operate.

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How To Select the Right Software for Innovation Management

Finding the right innovation management software is like picking a racing bike—it's essential to consider your unique needs rather than just flashy features. This oversight can stall your innovation efforts. Download now to explore key considerations for success!

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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 is Regression Analysis?

Analytics Vidhya

Introduction A fundamental component of statistical technique, regression analysis is essential for examining and measuring connections between variables. Its uses are numerous and diverse, from forecasting financial trends to evaluating medical results. This in-depth manual explores the essence of regression analysis, explaining its various kinds, applications, and underlying concepts.

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Pascal Bornet, Author of IRREPLACEABLE & Intelligent Automation – Interview Series

Unite.AI

Pascal Bornet is a pioneer in Intelligent Automation (IA) and the author of the best-seller book “ Intelligent Automation.” He is regularly ranked as one of the top 10 global experts in Artificial Intelligence and Automation. He is a member of the Forbes Technology Council. Bornet is also a senior executive with 20+ years of experience leading digital transformations for corporates.

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How to Create SRT Files for Videos in Node.js

AssemblyAI

SRT.srt is a widely used and supported format for subtitles in videos. This is what the first lines of the SRT file for this YouTube video look like: 1 00:00:00,170 --> 00:00:04,234 AssemblyAI is building AI systems to help you build AI applications 2 00:00:04,282 --> 00:00:08,106 with spoken data. We create superhuman AI models for speech In this guide, you'll learn how to create SRT files for videos using Node.js and the AssemblyAI API.

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How Data Annotation Fuels AI-Driven Marketing Strategies

Aiiot Talk

Data annotation might sound technical, but it’s the secret sauce behind successful AI-driven marketing strategies. In this article, we’ll dig into how it supercharges AI marketing and share how it can help your business. Data annotation is about labelling data so AI can learn from it and make better decisions. It’s like training a pet to respond to commands; it performs better by showing it correctly.

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard and Katherine Shealy

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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Immutable backup strategies with cloud storage

IBM Journey to AI blog

Cyberthreats, once a mostly predictable risk limited to isolated incidents, are now pervasive. Attackers aided by advancements in AI and global connectivity are continually seeking out vulnerabilities in security defenses so they can access critical infrastructure and customer data. Eventually, an attack will compromise an administrative account or a network component, or exploit a software vulnerability, ultimately gaining access to production infrastructure.

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Lamini AI’s Memory Tuning Achieves 95% Accuracy and Reduces Hallucinations by 90% in Large Language Models

Marktechpost

Lamini AI has introduced a groundbreaking advancement in large language models (LLMs) with the release of Lamini Memory Tuning. This innovative technique significantly enhances factual accuracy and reduces hallucinations in LLMs, considerably improving existing methodologies. The method has already demonstrated impressive results, achieving 95% accuracy compared to the 50% typically seen with other approaches and reducing hallucinations from 50% to a mere 5%.

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NVIDIA Research Wins CVPR Autonomous Grand Challenge for End-to-End Driving

NVIDIA

Making moves to accelerate self-driving car development, NVIDIA was today named an Autonomous Grand Challenge winner at the Computer Vision and Pattern Recognition (CVPR) conference, running this week in Seattle. Building on last year’s win in 3D Occupancy Prediction , NVIDIA Research topped the leaderboard this year in the End-to-End Driving at Scale category with its Hydra-MDP model, outperforming more than 400 entries worldwide.

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CMU Researchers Provide an In-Depth Study to Formulate and Understand Hallucination in Diffusion Models through Mode Interpolation

Marktechpost

A major challenge in diffusion models, especially those used for image generation, is the occurrence of hallucinations. These are instances where the models produce samples entirely outside the support of the training data, leading to unrealistic and non-representative artifacts. This issue is critical because diffusion models are widely employed in tasks such as video generation, image inpainting, and super-resolution.

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How to Master Product Portfolio Management

Pursuing product portfolio management excellence empowers organizations to unlock the full potential of their offerings. This comprehensive guide unveils 10 essential keys that serve as the building blocks for success.

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Why Promotional Products Are Essential for Your Business

Aiiot Talk

For both new and existing businesses, standing out from the crowd is more critical than ever. With so much competition, you have to work harder to differentiate yourself and encourage engagement. One powerful and overlooked strategy involves using promotional products. While they may initially seem like an unnecessary expense, they have many great advantages for your company.

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Revolutionizing Personalized Medicine: The Promise and Challenges of Causal Machine Learning in Clinical Care

Marktechpost

Recent advancements in ML are revolutionizing how we evaluate treatments by predicting the causal impact of treatments on patient outcomes, known as causal ML. This approach leverages data from randomized controlled trials (RCTs) and real-world data sources like clinical registries and electronic health records to estimate the effects of treatments.

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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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From Phantoms to Facts: DPO Fine-Tuning Minimizes Hallucinations in Radiology Reports, Boosting Clinical Trust

Marktechpost

Generative vision-language models (VLMs) have revolutionized radiology by automating the interpretation of medical images and generating detailed reports. These advancements hold promise for reducing radiologists’ workloads and enhancing diagnostic accuracy. However, VLMs are prone to generating hallucinated content—nonsensical or incorrect text—which can lead to clinical errors and increased workloads for healthcare professionals.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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New tools for innkeepers, weavers and florists: How AI is reaching the farthest edges of Ireland

Microsoft AI

New tools for innkeepers, weavers and florists: How AI is reaching the farthest edges of Ireland Written by stclarke Published June 17, 2024 Category AI AI The post New tools for innkeepers, weavers and florists: How AI is reaching the farthest edges of Ireland appeared first on Source.

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Sketchpad: An AI Framework that Gives Multimodal Language Models LMs a Visual Sketchpad and Tools to Draw on the Sketchpad

Marktechpost

One of the main challenges in current multimodal language models (LMs) is their inability to utilize visual aids for reasoning processes. Unlike humans, who draw and sketch to facilitate problem-solving and reasoning, LMs rely solely on text for intermediate reasoning steps. This limitation significantly impacts their performance in tasks requiring spatial understanding and visual reasoning, such as geometry, visual perception, and complex math problems.

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Top AI Tools for Research: Evaluating ChatGPT, Gemini, Claude, and Perplexity

Topbots

In the fast-paced world of technology and information, staying ahead requires the right tools to streamline our efforts. This article marks the second installment in our series on AI productivity tools. Previously, we explored AI-driven solutions for scheduling and task management. Today, we shift our focus to a critical aspect of our professional and personal lives: research.

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Enhancing Visual Search with Aesthetic Alignment: A Reinforcement Learning Approach Using Large Language Models and Benchmark Evaluations

Marktechpost

Computer vision focuses on enabling devices to interpret & understand visual information from the world. This involves various tasks such as image recognition, object detection, and visual search, where the goal is to develop models that can process and analyze visual data effectively. These models are trained on large datasets, often containing noisy labels and diverse data quality.

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11 KPIs for Measuring Innovation Success

Measuring innovation success is critical yet challenging for organizations, often leading to confusion over which KPIs to use. Many rely on inappropriate metrics borrowed from other departments, wasting resources and overlooking valuable opportunities. This guide outlines why innovation metrics are hard to track and offers a framework for creating effective KPIs.

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Satellite Data Could Warn Us Of Earthquakes Days in Advance

Extreme Tech

So-called earthquake precursors have been detected by European and Chinese satellites up to 19 days ahead of the actual event.

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Advancements in Multilingual Speech-to-Speech Translation and Membership Inference Attacks: A Comprehensive Review

Marktechpost

In artificial intelligence, integrating large language models (LLMs) and speech-to-speech translation (S2ST) systems has led to significant breakthroughs. Two recent studies shed light on these advancements: one focusing on a novel attack method against LLMs and the other on a cutting-edge S2ST system. Let’s synthesize the findings from these research papers to highlight the progress and potential implications of AI-driven language processing.

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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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Aider: An AI Tool that Lets You Do Pair Programming in Your Terminal

Marktechpost

Modern software development often involves managing extensive codebases, ensuring code accuracy, maintaining comprehensive documentation, and optimizing performance. These tasks are inherently complex, demanding significant time and effort from developers. Traditional code editors and integrated development environments (IDEs) provide essential features like syntax highlighting, error detection, and code suggestions.

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Bringing the Cybersecurity Imperative Into Focus

Tech leaders today are facing shrinking budgets and investment concerns. This whitepaper provides insights from over 1,000 tech leaders on how to stay secure and attract top cybersecurity talent, all while doing more with less. Download today to learn more!

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Chameleon Paper Explained

Towards AI

Last Updated on June 18, 2024 by Editorial Team Author(s): Louis-François Bouchard Originally published on Towards AI. How to Build a Multimodal LLM like GPT-4o? These past weeks have been exciting, with the release of various revolutionary multimodal models, like GPT-4o or, even more interestingly, Meta’s open-source alternative, Chameleon. Even though it’s a mouthful, all future models will be multimodal.

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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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AMD's New Ryzen AI 9 300-Series CPUs Won't Offer Copilot+ Features at Launch

Extreme Tech

Microsoft's new 'AI PC' features will be coming to AMD's Zen 5 laptops later this year

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