Sat.Jul 20, 2024 - Fri.Jul 26, 2024

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Business Leaders Must Prioritize Data Quality to Ensure Lasting AI Implementation

insideBIGDATA

In this contributed article, Subbiah Muthiah, CTO of Emerging Technologies at Qualitest, takes a deep dive into how raw data can throw specialized AI into disarray. While raw data has its uses, properly processed data is vital to the success of niche AI. Industries such as medical, legal, and pharma require data that is contextualized, categorized, and verified.

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Top 11 AI Tools to Replace SEO Agencies

Analytics Vidhya

Introduction Search engine optimization (SEO) has been impacted by the significant changes brought about by AI growth in many different areas. As businesses strive to improve their online presence and achieve higher search engine rankings, AI emerges as a game-changer, offering innovative solutions to streamline and enhance SEO practices. From automating mundane tasks to providing […] The post Top 11 AI Tools to Replace SEO Agencies appeared first on Analytics Vidhya.

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Curating Cleaner Data In Messy Multimodal Modals

Adrian Bridgwater for Forbes

The biggest challenge in adopting artificial intelligence in the enterprise today is the lack of practices and tools for data curation and generative AI evaluation that can ensure the quality of results

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A New Standard in Open Source AI: Meta Llama 3.1 on Databricks

databricks

We are excited to partner with Meta to release the Llama 3.1 series of models on Databricks, further advancing the standard of powerful.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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Bayesian Thinking in Modern Data Science

KDnuggets

Discover how Bayesian thinking transforms decision-making with its unique approach to updating initial beliefs with new evidence.

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Meta Llama 3.1: Latest Open-Source AI Model Takes on GPT-4o mini

Analytics Vidhya

Introduction The year 2024 is turning out to be one of the best years in terms of progress on Generative AI. Just last week, we had Open AI launch GPT-4o mini, and just yesterday (23rd July 2024), we had Meta launch Llama 3.1, which has yet again taken the world by storm. What could be […] The post Meta Llama 3.1: Latest Open-Source AI Model Takes on GPT-4o mini appeared first on Analytics Vidhya.

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More Trending

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Let us Look at Change Detection and Machine Learning.

Towards AI

Last Updated on July 24, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 Let me ask you a question: have you ever visited your old childhood neighborhood and been stunned by the changes it has undergone, it looks unrecognizable. Probably while you were growing up it was an old abandoned street with few buildings and malls, but now it has become a commercial hub buzzing with activities.

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5 Tools Every Data Scientist Needs in Their Toolbox in 2024

KDnuggets

From the soft tools to the hard tools, these are what make a data scientist successful.

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Top 10 Free AI Playgrounds For You to Try in 2024

Analytics Vidhya

Introduction Having the correct tools and platforms is crucial for learning and innovation in the constantly changing field of artificial intelligence. AI playgrounds offer a great opportunity to test advanced models and technologies without needing a lot of money. If you’re a scientist, creator, or fan, these play areas offer various features for different purposes. […] The post Top 10 Free AI Playgrounds For You to Try in 2024 appeared first on Analytics Vidhya.

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Japan chain uses AI to gauge staff smiles, speech tones in QoS push

Hacker News

A supermarket chain in Japan has adopted an artificial intelligence system that draws on more than 450 elements, including facial expressions and voice volume to measure the attitudes of customer-facing staff.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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GraphRAG + GPT-4o-Mini is the RAG Heaven

Towards AI

Last Updated on July 22, 2024 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Image by DALL-E 3 Disclaimer: This implementation of GraphRAG is inspired by the paper From Local to Global: A Graph RAG Approach to Query-Focused Summarization by Darren Edge et. al. The code is not entirely similar to the paper’s codebase, though the prompts for certain tasks are taken from the paper’s codebase.

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When Working Gets Harder With Age

FlowingData

Our physical, mental, and emotional abilities change as we get older, and this can affect the kind of work we do. The National Health Interview Survey (NHIS) asks people if they’ve run into such limitations. These charts show the shifts by age, based on the 2023 sample.

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Free Generative AI Course: Pioneering the Future of Creativity and Innovation

Analytics Vidhya

Introduction Generative AI has been the hottest topic of the 21st century, revolutionizing industries with its ability to create text, images, music, and even entire virtual worlds, all with the touch of a button. From video editing to music creation, GenAI rules every sector. This technology transforms fields like art and entertainment, significantly impacting healthcare, […] The post Free Generative AI Course: Pioneering the Future of Creativity and Innovation appeared first on Analytics

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The end of Mbed marks a new beginning for Arduino

Hacker News

As you might have heard, on July 9th, Arm announced that the Mbed platform and OS are officially destined to reach end of life in July 2026, and therefore will no longer be maintained.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Unraveling the Black Box: Explainability in Generative AI — Part 1

Towards AI

Author(s): saeed garmsiri Originally published on Towards AI. Photo by Kelli McClintock on Unsplash Hey everyone, thanks for reading another one of my articles! Remember in the last article we did a deep dive into SHAP and LIME? Well, get ready because we’re about to embark on another exciting exploration of explainable AI, this time focusing on Generative AI.

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CrowdStrike IT Outage Highlights Need For Tighter Operational Updates

MoorInsights for Forbes

One of the largest IT outages ever has grounded airlines, halted stock exchanges, disrupted emergency services and led to huge losses for CrowdStrike and its customers.

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What are Noise Schedules in Stable Diffusion?

Analytics Vidhya

Introduction Have you ever been captivated by stunning digital art and wondered how it’s crafted? The secret lies in something called noise schedules. Intrigued? You should be! Noise schedules play a crucial role in the steady diffusion process, dictating how noise is added and removed from data during both forward and reverse processes. This article […] The post What are Noise Schedules in Stable Diffusion?

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Why Levittown Didn't Revolutionize Homebuilding

Hacker News

For decades, people have tried to bring mass production methods to housing: to build houses the way we build cars. While no one has succeeded, arguably the man that came closest to becoming “the Henry Ford of homebuilding” was William Levitt, with his company Levitt and Sons. Levitt is most famous for building “Levittowns,” developments of thousands of homes built rapidly in the 1940s, ‘50s, and ‘60s.

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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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Towards AI is Now on O’Reilly

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. Towards AI has partnered with O’Reilly, a leader in digital learning and professional development, to make our latest resources more accessible. Through this partnership, our latest book, “Building LLMs for Production,” and two exclusive ‘shortcut’ video series on LLMs and Generative AI research are now available on the O’Reilly learning platform.

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Disinformation Security Startup Cyabra Plans To List On NASDAQ

Gil Press for Forbes

Using AI for good, Cyabra provides its customers with real-time alerts, analysis and actionable insights, helping defend their credibility and reputation.

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5 Statistical Tests Every Data Scientist Should Know

Analytics Vidhya

Introduction In data science, having the ability to derive meaningful insights from data is a crucial skill. A fundamental understanding of statistical tests is necessary to derive insights from any data. These tests allow data scientists to validate hypotheses, compare groups, identify relationships, and make predictions with confidence. Whether you’re analyzing customer behavior, optimizing algorithms, […] The post 5 Statistical Tests Every Data Scientist Should Know appeared first

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77% of Employees Report AI Has Increased Workloads and Hampered Productivity

Hacker News

Despite 96% of C-suite executives expecting AI to boost productivity, employees say it has increased their workload, hampered productivity and caused job burnout, research shows.

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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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RAG Architecture: Advanced RAG

Towards AI

Last Updated on July 22, 2024 by Editorial Team Author(s): Igor Novikov Originally published on Towards AI. Since the writing of my last article, not much time has passed, but progress doesn’t stand still, and several important changes have occurred. Here, I won’t cover the basics — read the original article for that. Context The first significant change is the substantial increase in the context window size and the decrease in token costs.

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AI solves IMO problems at silver medal level

DeepMind

Breakthrough models AlphaProof and AlphaGeometry 2 solve advanced reasoning problems in mathematics

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How to Run LLM Models Locally with Ollama?

Analytics Vidhya

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache. Enter Ollama, the platform that makes working with open-source LLMs a breeze.

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Anyone can access deleted and private repository data on GitHub

Hacker News

You can access data from deleted forks, deleted repositories and even private repositories on GitHub. And it is available forever. This is known by GitHub, and intentionally designed that way.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Another Few Tips for Better Results from LLM RAG Solutions

Towards AI

Author(s): Dmitry Malishev Originally published on Towards AI. A structured and thoughtful response from LLM based on perfectly selected data from RAG is a promising technique. And it can be even better! Image generated by the author using Leonardo.ai By now, I’ve completed several projects related to LLM based on RAG: article analyzers, knowledge-based Q&A bots, and insight generators.

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Discover insights from Amazon S3 with Amazon Q S3 connector 

AWS Machine Learning Blog

Amazon Q is a fully managed, generative artificial intelligence (AI) powered assistant that you can configure to answer questions, provide summaries, generate content, gain insights, and complete tasks based on data in your enterprise. The enterprise data required for these generative-AI powered assistants can reside in varied repositories across your organization.

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What is the Reverse Diffusion Process?

Analytics Vidhya

Introduction Stable diffusion is a powerful (generative model) tool to create high-quality images from noise. Stable diffusion consists of two steps: a forward diffusion process and a reverse diffusion process. In the forward diffusion process, noise is progressively added to an image, effectively degrading its quality. This step is crucial for training the model, as […] The post What is the Reverse Diffusion Process?

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Large Enough – Mistral AI

Hacker News

Today, we are announcing Mistral Large 2, the new generation of our flagship model. Compared to its predecessor, Mistral Large 2 is significantly more capable in code generation, mathematics, and reasoning. It also provides a much stronger multilingual support, and advanced function calling capabilities.

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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, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr