Thu.Jul 04, 2024

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Complete Guide on Gemma 2: Google’s New Open Large Language Model

Unite.AI

Gemma 2 builds upon its predecessor, offering enhanced performance and efficiency, along with a suite of innovative features that make it particularly appealing for both research and practical applications. What sets Gemma 2 apart is its ability to deliver performance comparable to much larger proprietary models, but in a package that's designed for broader accessibility and use on more modest hardware setups.

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Understanding Grant and Revoke in SQL: Managing Database User Permissions

Analytics Vidhya

Introduction In relational databases, retaining information security and integrity is paramount. SQL’s Data Control Language (DCL) empowers you with the essential tools to control user privileges, ensuring only specific people can access and control database items. Two crucial DCL commands, GRANT and REVOKE, form the bedrock of this permission management system.

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Nvidia: World’s most valuable company under French antitrust fire

AI News

Nvidia recently overtook Microsoft as the world’s most valuable company and is now in the crosshairs of French antitrust regulators. The French authority is preparing to charge Nvidia with anti-competitive practices as part of the EU’s commitment to maintaining checks and balances within the industry. This development underscores the EU’s resolve to ensure fair competition and prevent market dominance from stifling innovation and consumer choice.

Big Data 283
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What is FORMAT() Function in SQL?

Analytics Vidhya

Introduction If you are a data scientist or analyst, data formatting in SQL is a crucial skill to know. It helps you present your data in a more readable and user-friendly manner, making it easy for stakeholders to understand. The FORMAT() function in the SQL server helps you customize the appearance of dates, times, numbers, […] The post What is FORMAT() Function in SQL?

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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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AI News Weekly - Issue #392: Top Artificial Intelligence AI Books to Read in 2024 - Jul 4th 2024

AI Weekly

Powered by cloudfront.net In the News Top Artificial Intelligence AI Books to Read in 2024 AI has been making significant strides over the past few years, with the emergence of LLMs marking a major milestone in its growth. marktechpost.com Sponsor Discover what the most trusted industry experts are reading Use the Power of AI to access a forward-thinking audience of professional decision makers !

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Camera System Mimics Human Eye for Enhanced Robotic Vision

Unite.AI

University of Maryland computer scientists have developed an innovative camera system that could revolutionize how robots perceive and interact with their environment. This technology, inspired by the human eye's involuntary movements, aims to improve the clarity and stability of robotic vision. The research team, led by PhD student Botao He, detailed their findings in a paper published in the journal Science Robotics.

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Top 40 DBMS Interview Questions and Answers

Analytics Vidhya

Introduction This article contains a comprehensive set of DBMS interview questions to help with interview preparation for any position related to DBMS. It covers fundamental concepts like DBMS and RDBMS, normalization, and ACID features in addition to more advanced topics like indexing, transactions, joins, and SQL queries. The article also discusses database managers’ duties and […] The post Top 40 DBMS Interview Questions and Answers appeared first on Analytics Vidhya.

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Google Researchers Reveal Practical Insights into Knowledge Distillation for Model Compression

Marktechpost

At the moment, many subfields of computer vision are dominated by large-scale vision models. Newly developed state-of-the-art models for tasks such as semantic segmentation, object detection, and image classification exceed today’s hardware capabilities. These models have stunning performance, but the hefty computational costs mean they are rarely employed in real-world applications.

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The Next Wave of GenAI: Perspectives with Dr. Kirk Borne

Analytics Vidhya

In this Leading with Data Episode, we have with us Dr. Kirk Borne, a top global influencer, data scientist, astrophysicist, and TEDx speaker. He is a thought leader in big data, AI, machine learning, and more, and is an elected Fellow of the American Astronomical Society. We’ll explore his views on AI evolution, technology hype […] The post The Next Wave of GenAI: Perspectives with Dr.

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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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Rethinking QA Dataset Design: How Popular Knowledge Enhances LLM Accuracy?

Marktechpost

Large language models (LLMs) have gained significant attention for their ability to store vast amounts of factual knowledge within their weights during pretraining. This capability has led to promising results in knowledge-intensive tasks, particularly factual question-answering. However, a critical challenge persists: LLMs often generate plausible but incorrect responses to queries, undermining their reliability.

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Meet CompetitionAI, Created By Clifford Chance Lawyer Daniel Schwarz

Artificial Lawyer

CompetitionAI is a legal tech startup that was launched in November 2023 as ‘ChatGPT for competition lawyers’. It’s the brainchild of Daniel Schwarz, a competition.

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Top Important LLMs Papers for the Week from 24/06 to 30/06

Towards AI

Last Updated on July 4, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the latest progress. This article summarizes some of the most important LLM papers published during the Fourth Week of June 2024.

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5 macOS Apps I Never Close as a Programmer

Artificial Corner

As a Mac user, I like to download apps that are not only for entertainment, productivity, or video editing but also apps that make my life easier when writing code. There are some apps I have that I never close, no matter how many windows are already opened, because I know I’ll need them sooner or later. In this article, I’ll share 5 apps that I use on a daily basis when writing code.

Python 94
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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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Meta’s Chameleon, RAG with Autoencoder-Transformed Embeddings, and more #30

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week we are diving into some interesting discussions on transformers, BERT, and RAG, along with some interesting collaboration opportunities for building a bot, a productivity app, and more. What’s AI Weekly This week in What’s AI, I dive into how multimodal models actually work.

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Latham’s Scrudato Creates OpenContracts – Open-Source Doc AI Tool

Artificial Lawyer

John Scrudato, the recently hired Director of Artificial Intelligence and Innovation at Latham & Watkins, has been busy in his spare time and created OpenContracts,

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Building LLM Applications With Vector Databases

The MLOps Blog

TL;DR Vector databases play a key role in Retrieval-Augmented Generation (RAG) systems. They enable efficient context retrieval or dynamic few-shot prompting to improve the factual accuracy of LLM-generated responses. When implementing a RAG system, start with a simple Naive RAG and iteratively improve the system: Refine the contextual information available to the LLM using multi-modal models to extract information from documents, optimize the chunk size, and pre-process chunks to filter out irr

LLM 64
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What The Euros Can Teach Us About Building Winning Legal Teams

Artificial Lawyer

By William Dougherty. Warning: this article contains a series of extended football (soccer) analogies. You can’t avoid it. From the moment managers announced their 26-man.

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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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Menos de la mitad de las aseguradoras en MX y LATAM han implementado IA

SAS Software

Menos de la mitad de las aseguradoras en MX y LATAM han implementado IA 47% de las aseguradoras no han podido integrarse a la IA debido a la calidad de los datos que recaban En México y LATAM el 40% de las aseguradoras han iniciado la integración de herramientas [.] The post Menos de la mitad de las aseguradoras en MX y LATAM han implementado IA appeared first on SAS Blogs.

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Edge 410: Learn About Virtual Token Counter: A Novel Method that Address One of the Major Challenges LLM Serving

TheSequence

Created Using Ideogram Imagine the following scenarios in an LLM application: Client A sends requests averaging 4k tokens each. Client B sends requests averaging 200 tokens each. Should the requests from both clients follow be served by the same LLM resources. The answer seems obviously no as the second client requires much less resources than the first client.

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Menos de la mitad de las aseguradoras en MX y LATAM han implementado IA

SAS Software

Menos de la mitad de las aseguradoras en MX y LATAM han implementado IA 47% de las aseguradoras no han podido integrarse a la IA debido a la calidad de los datos que recaban En México y LATAM el 40% de las aseguradoras han iniciado la integración de herramientas [.] The post Menos de la mitad de las aseguradoras en MX y LATAM han implementado IA appeared first on SAS Blogs.

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Language Processing Units (LPUs): Paving the way for advanced voice AI in contact centres

AI News

Have you heard about Language Processing Units (LPUs) yet? If you haven’t, prepare to be wowed! LPUs are specialised processors engineered specifically for language-related tasks. They differ from other processors that handle multiple tasks simultaneously. The LPU combines the best of the Central Processing Unit (CPU) – great at sequential tasks, and the Graphic Processing Unit (GPU) – great at concurrent tasks.

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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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Google Introduces Gemma 2: Elevating AI Performance, Speed and Accessibility for Developers

Unite.AI

Google has unveiled Gemma 2 , the latest iteration of its open-source lightweight language models, available in 9 billion (9B) and 27 billion (27B) parameter sizes. This new version promises enhanced performance and faster inference compared to its predecessor, the Gemma model. Gemma 2, derived from Google’s Gemini models , is designed to be more accessible for researchers and developers, offering substantial improvements in speed and efficiency.

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Dropout: A Revolutionary Approach to Reducing Overfitting in Neural Networks

Marktechpost

Introduction to Overfitting and Dropout: Overfitting is a common challenge when training large neural networks on limited data. It occurs when a model performs exceptionally well on training data but fails to generalize to unseen test data. This problem arises because the network’s feature detectors become too specialized for the training data, developing complex dependencies that do not translate to the broader dataset.

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FRVR AI makes game creation available to anyone

AI News

Over the years, the video games industry has become one of the biggest and most influential mediums in the entertainment segment. Despite the myriad of games available on the market, from expensive AAA titles to casual games, millions of gamers are brimming with innovative ideas and dream of creating their own unique gaming experiences that studios often overlook.

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CMU Researchers Propose XEUS: A Cross-lingual Encoder for Universal Speech trained in 4000+ Languages

Marktechpost

Self-supervised learning (SSL) has expanded the reach of speech technologies to many languages by minimizing the need for labeled data. However, current models only support 100-150 of the world’s 7,000+ languages. This limitation is largely due to the scarcity of transcribed speech, as only about half of these languages have formal writing systems, and even fewer have the resources to generate the extensive annotated data needed for training.

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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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How to build an infrastructure from scratch to train a 70B Model?

Bugra Akyildiz

Articles Ada LoveLace Institute wrote a blog post on Generative AI(GenAI) Applications and their deployment/monitoring in a very long post. It talks about various options and needs to deployment and monitoring themes for GenAI applications. Some of the solutions and vendors that they have recommended also can be used for non-GenAI applications as well.

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