Wed.Jun 26, 2024

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Understanding the xxd Command in Linux

Analytics Vidhya

Introduction Ever needed to examine a file to understand its raw contents, or modify some bytes in a binary file, but were unsure how to proceed? This is where the xxd command proves invaluable. xxd is a handy utility available on most Linux systems that enables you to generate a hexadecimal representation of a file […] The post Understanding the xxd Command in Linux appeared first on Analytics Vidhya.

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Redirecting Humans with Machines

Unite.AI

The early 1800s heralded the Industrial Revolution in the US, a transformative era driven by technological progress. The introduction of new machinery and manufacturing techniques reshaped the economic terrain, enhancing production efficiency while diminishing the need for manual labor in certain domains. Consequently, this shift resulted in job loss.

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What is Bagging in Machine Learning?

Analytics Vidhya

Introduction In the field of machine learning, developing robust and accurate predictive models is a primary objective. Ensemble learning techniques excel at enhancing model performance, with bagging, short for bootstrap aggregating, playing a crucial role in reducing variance and improving model stability. This article explores bagging, explaining its concepts, applications, and nuances, and demonstrates how […] The post What is Bagging in Machine Learning?

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Decoding the Language of Molecules: How Generative AI is Accelerating Drug Discovery

Unite.AI

As generative AI evolves, it moves beyond deciphering human language to mastering the intricate languages of biology and chemistry. Think of DNA as a detailed script , a 3-billion-letter sequence that guides our body's functions and growth. Similarly, proteins, the essential components of life, have their language, including a 20 amino acid alphabet.

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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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DuckDB: The SQLite for Analytics

Analytics Vidhya

Introduction “Data scientists don’t use databases until they have to.” – CTO of DuckDB. DuckDB is a desk-oriented database management system (DBMS) that supports the Structured Query Language (SQL). It is an effective and lightweight DBMS that transforms data analysis and analytics of massive datasets. While there are many DBMS available, most of them are […] The post DuckDB: The SQLite for Analytics appeared first on Analytics Vidhya.

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7 Ways to Communicate Data Science Insights to Non-Technical Stakeholders

Analytics Vidhya

Introduction Have you ever spent hours creating a brilliant data science project only to have decision-makers lose interest during your presentation? You’re not alone. Data science holds immense power to transform businesses, but that power remains locked away if you can’t effectively communicate insights to the non-tech audience. This communication gap can be a source […] The post 7 Ways to Communicate Data Science Insights to Non-Technical Stakeholders appeared first on Analy

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AIE World's Fair 2024 Keynote - What We Learned from a Year of LLMs

Eugene Yan

Special double-feature closing keynote from the 6 authors of the hit O'Reilly article on Applied LLMs.

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Understanding SQL INTERSECT Operator

Analytics Vidhya

Introduction An essential tool for data manipulation is the SQL INTERSECT. In essence, INTERSECT joins two tables and yields a result set that contains the intersection (common records) of the two tables. We will study the fundamental syntax, applications, and sample INTERSECT examples on our example table in this post. Overview What is SQL INTERSECT?

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Alon Goren, CEO and Founder of AnswerRocket – Interview Series

Unite.AI

As CEO and founder of AnswerRocket , Alon leads product innovation and brings actionable analytics to business people, so they can get their questions answered faster. Prior to founding AnswerRocket, Alon co-founded and was Chief Technology Officer of Radiant Systems for 25 years. He served as Radiant’s Chairman from 2004 to 2011, when the company was sold to NCR for $1.3 billion.

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Navigating the Automation Landscape: Selecting Tools That Fit Your Business

Speaker: Gary Dmitriev

Our upcoming webinar aims to demystify the process of selecting and implementing automation tools for financial institutes. This session will provide your roadmap for vetting potential solutions, focusing on due diligence, vendor assessments, and aligning technology with strategic goals. We’ll also address the critical issue of innovation fatigue, offering tips on maintaining enthusiasm and momentum for new initiatives.

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12 RAG Pain Points and their Solutions

Analytics Vidhya

Introduction Retrieval-Augmented Generation (RAG) is a dominant force in the NLP field, using the combinative power of large language models and external knowledge retrieval. The RAG system has both advantages and disadvantages. In fact, it provides a wealth of dynamic, amply up-to-date content while the contents of all the pieces are less likely to be […] The post 12 RAG Pain Points and their Solutions appeared first on Analytics Vidhya.

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Mighty microgreens

SAS Software

Microgreens have been growing in popularity due to their impressive nutritional profile and versality in the kitchen. Often sought out by high-end chefs to enhance the visual appeal of dishes, these little green confetti are way more than a cute garnish! What are they? Microgreens are the young, tender [.] The post Mighty microgreens appeared first on SAS Blogs.

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Meet Abstra: An AI-Powered Startup that Scales Business Processes with Python and AI

Marktechpost

The hiring of new employees, the need to scale up operations, and the arrival of new compliance laws are all challenges that every company encounters as it grows. Onboarding, customer service, and finance systems are just a few examples of how improving internal processes has become an absolute necessity. Quick to construct, simple to administer and audit, and understood by all users—those are the ideal characteristics.

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GenAI Is Rapidly Making Its Way Into Law Schools

Artificial Lawyer

A study by the ABA of US law schools has found that genAI is rapidly making its way onto campus and changing multiple aspects of legal education.

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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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TSMC Could Be Dominant Foundry Through 2032, Says Taiwanese Expert

Extreme Tech

The source is likely a bit biased, but the estimate highlights how incredibly dominant TSMC is in the foundry business.

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Automate derivative confirms processing using AWS AI services for the capital markets industry

AWS Machine Learning Blog

Capital markets operation teams face numerous challenges throughout the post-trade lifecycle, including delays in trade settlements, booking errors, and inaccurate regulatory reporting. For derivative trades, it’s even more challenging. The timely settlement of derivative trades is an onerous task. This is because trades involve different counterparties and there is a high degree of variation among documents containing commercial terms (such as trade date, value date, and counterparties).

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Accelerating discovery on Unity Catalog with a revamped Catalog Explorer

databricks

We’re excited to introduce a revamped Catalog Explorer to streamline your day to day interactions, now live across your Unity Catalog-enabled workspaces. The.

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New Research Finds Method to Reduce AI Language Models’ Biased Reasoning

NYU Center for Data Science

In a paper last year , recently departed CDS Junior Research Scientist Miles Turpin , CDS Associate Professor of Linguistics and Data Science Samuel R. Bowman , CDS Research Scientist Julian Michael , and Anthropic’s Ethan Perez found that asking an AI language model to explain its reasoning often yields rationalizations that fail to fully account for the factors influencing the model’s outputs.

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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

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LexisNexis To Develop Tolley+ AI For Tax Professionals

Artificial Lawyer

Following on from the launch of its multi-faceted Lexis+ AI platform of genAI capabilities, LexisNexis is now going to do the same for tax professionals.

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The Voice of AI

Towards AI

Last Updated on June 29, 2024 by Editorial Team Author(s): Sarah Cordivano Originally published on Towards AI. And how it creates overconfidence in its output Non-members of medium can read this story for free through this friend link. In the last year, ChatGPT and similar tools have written a fair amount of the content I see on Medium and LinkedIn.

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Intel Lunar Lake to Reportedly Include a Core Ultra 9 Flagship CPU

Extreme Tech

There will allegedly be nine SKUs, including Core Ultra 9, 7, and 5 chips.

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Top Important Computer Vision Papers for the Week from 17/06 to 23/06

Towards AI

Last Updated on June 29, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, video processing and generation, and image recognition.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Alien Terraforming Could Leave Detectable 'Technosignatures'

Extreme Tech

The presence of certain artificial greenhouse gasses could point to alien activity on distant worlds.

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A practical guide to human-in-the-loop distillation

Explosion

This blog post presents practical solutions for using the latest state-of-the-art models in real-world applications and distilling their knowledge into smaller and faster components that you can run and maintain in-house.

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Thinking Outside the Blox: How Roblox Is Using Generative AI to Enhance User Experiences

NVIDIA

Roblox is a colorful online platform that aims to reimagine the way that people come together — now that vision is being augmented by generative AI. In this episode of NVIDIA’s AI Podcast , host Noah Kravitz speaks with Anupam Singh, vice president of AI and growth engineering at Roblox, on how the company is using the technology to enhance virtual experiences with features such as automated chat filters and real-time text translation, which help build inclusivity and user safety.

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NASA, NOAA Deploy Last GOES-R Advanced Weather Satellite

Extreme Tech

The fourth and final satellite in the GOES-R series launched Tuesday night.

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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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Compute-efficient Way to Scale LLM — Journey around data, model, and compute

Towards AI

Last Updated on June 29, 2024 by Editorial Team Author(s): Anish Dubey Originally published on Towards AI. Context We have repeatedly seen that increasing the model parameters results in better performance (GPT-1 has 117M parameters, GPT-2 has 1.5B parameters, and GPT-3 has 175B parameters). But the next set of questions is how to scale the AI model.

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Astronauts Begin 'Spacewalk Review' After Suit Coolant Leak

Extreme Tech

NASA canceled the June 24 spacewalk after just 31 minutes due to a coolant leak in one EVA suit.

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Fast, Cheap, Scalable: Open-Source LLM Inference with Spark NLP

John Snow Labs

Learn how the open-source Spark NLP library provides optimized and scalable LLM inference for high-volume text and image processing pipelines. This session dives into optimized LLM inference without the overhead of commercial APIs or extensive hardware setups. We will show live code examples and benchmarks comparing Spark NLP’s performance and cost-effectiveness against both commercial APIs and other open-source solutions.

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