Mon.Jul 01, 2024

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Functional Dependency in DBMS

Analytics Vidhya

Introduction It is important for anybody working in the field of data science to know how databases work. My name is Sabreena. Functional dependency is one of the most basic concepts to understand when it comes to database management. It helps in the design, normalization, and optimization of relational databases, which makes it pivotal for […] The post Functional Dependency in DBMS appeared first on Analytics Vidhya.

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EU probes Microsoft-OpenAI and Google-Samsung AI deals

AI News

The European Union has intensified its antitrust scrutiny on AI deals, starting with high-profile collaborations between Microsoft-OpenAI and Google-Samsung. Margrethe Vestager, the European Commission’s executive vice president for competition policy, warned that AI is “developing at breakneck speed” and revealed that multiple preliminary investigations are underway into various AI-related market practices.

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How to Build AI Agents Using “Tool Use”?

Analytics Vidhya

Introduction Before talking about AI Agents, It is imperative to understand the lifespan of a sophisticated language model like GPT. A large language model such as GPT starts its lifespan with pretraining when it learns from a massive corpus of textual data to establish a basic grasp of the language. The next step is supervised […] The post How to Build AI Agents Using “Tool Use”?

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AI Auditing: Ensuring Performance and Accuracy in Generative Models

Unite.AI

In recent years, the world has witnessed the unprecedented rise of Artificial Intelligence (AI) , which has transformed numerous sectors and reshaped our everyday lives. Among the most transformative advancements are generative models, AI systems capable of creating text, images, music, and more with surprising creativity and accuracy. These models, such as OpenAI's GPT-4 and Google's BERT , are not just impressive technologies; they drive innovation and shape the future of how humans and machin

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Don't Let AI Pass You By: The New Era of Personalized Sales Coaching & Development

Speaker: Brendan Sweeney, VP of Sales & Devyn Blume, Sr. Account Executive

Are you curious about how artificial intelligence is reshaping sales coaching, learning, and development? Join Brendan Sweeney and Devyn Blume of Allego for an engaging new webinar exploring AI's transformative role in sales coaching and performance improvement! Brendan and Devyn will share actionable insights and strategies for integrating AI into coaching and development - ensuring personalized, effective, and scalable training!

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What are Pre-training Methods of Vision Language Models?

Analytics Vidhya

Introduction This article explores Vision Language Models (VLMs) and their advantages over traditional computer vision-based models. It highlights the benefits of multimodal learning, their application in tasks such as image captioning and visual question answering, and the pre-training objectives and protocols of OpenAI’s SimVLM and CLIP. Learning Objectives This article was published as a part […] The post What are Pre-training Methods of Vision Language Models?

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Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI

Analytics Vidhya

Introduction Planning a trip can be challenging these days. With so many choices for flights, hotels, and activities, travelers often find it difficult to pick the best options. Our Yatra Sevak.Ai chatbot is here to help. Imagine having a personal travel assistant at your fingertips someone who can book flights, find great hotels, recommend local […] The post Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI appeared first on Analytics Vidhya.

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Smart Cities Breathe Easier: Integrating AI Into Air Purification Systems

Aiiot Talk

Smart cities are pinnacles of technological and environmental innovation. In the age of artificial intelligence (AI), smart tech and the Internet of Things (IoT) will become more competent. This is pivotal in cleaning urban air, which is laden with pollutants and causing health concerns. How is AI bringing breaths of fresh air to cities? Evidence for Using AI Air Detection and Purification Systems A region’s air quality dataset is invaluable to a budding smart city.

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What are Logarithms and Exponents in Complexity Analysis?

Analytics Vidhya

Introduction Logarithms and exponents are crucial in evaluating the efficiency of algorithms in computer science. This article discusses these mathematical concepts, detailing their significance in complexity analysis and offering practical examples to demonstrate their applications. Let’s also see and understand how logarithms and exponents impact algorithm performance.

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Celebrating diversity and inclusion through storytelling

IBM Journey to AI blog

At IBM®, fostering a culture of conscious inclusion and active allyship is paramount. Our commitment to diversity, equity and inclusion (DE&I) is not just a statement but a lived experience for every IBMer. Through our first season of the Be Equal podcast series, IBMers were in the spotlight as they took us deep into their unique experiences by simply sharing their stories.

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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 Build a SQL Agent with CrewAI and Composio?

Analytics Vidhya

Introduction SQL is easily one of the most important languages in the computer world. It serves as the primary means for communicating with relational databases, where most organizations store crucial data. SQL plays a significant role including analyzing complex data, creating data pipelines, and efficiently managing data warehouses. However, writing optimized SQL queries can often […] The post How to Build a SQL Agent with CrewAI and Composio?

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Arcee AI Release Arcee Spark: A New Era of Compact and Efficient 7B Parameter Language Models

Marktechpost

Arcee AI has recently launched Arcee Spark , a groundbreaking language model with just 7 billion parameters. The release proves that size sometimes equates to performance and highlights a significant shift in the natural language processing (NLP) landscape, where smaller, more efficient models are becoming increasingly competitive. Introduction to Arcee Spark Arcee Spark is designed to deliver high performance within a compact framework, demonstrating that smaller models can achieve results on p

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What Are Composite Keys in DBMS?

Analytics Vidhya

Introduction Keys play a crucial role in Database Management Systems (DBMS) like SQL. They ensure data integrity and efficient data retrieval in databases. Among the various types of keys, composite keys are particularly significant in complex database designs. In this article, we will explore what composite keys are, how they work, and how to use […] The post What Are Composite Keys in DBMS?

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Researchers from UC Berkeley and Anyscale Introduce RouteLLM: An Open-Source Framework for Cost-Effective LLM Routing

Marktechpost

Large Language Models (LLMs) have showcased impressive capabilities across various tasks but vary widely in costs and capabilities. Deploying these models in real-world applications presents a significant challenge: routing all queries to the most capable models ensures high-quality responses but is expensive while directing queries to smaller models saves costs at the expense of response quality.

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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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Harnessing Enterprise AI: Innovations & Wins at Databricks

databricks

Discover how Databricks unlocks the transformative power of enterprise AI, from fraud detection to financial forecasting, and learn to harness AI's potential in your business.

AI 109
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How to Use ChatGPT to Make Engaging Technical Presentations

Marktechpost

Making an engaging PowerPoint presentation is a talent that may set you apart from your colleagues at work and classmates at school or university. You can be a working professional, student, or business owner; learning the art of presenting can open up new opportunities. Yes! Both the creation of a presentation and learning how to present it are a form of art.

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Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents.

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This AI Paper by UC Berkeley Explores the Potential of Self-play Training for Language Models in Cooperative Tasks

Marktechpost

Artificial intelligence (AI) has seen significant advancements through game-playing agents like AlphaGo, which achieved superhuman performance via self-play techniques. Self-play allows models to improve by training on data generated from games played against themselves, proving effective in competitive environments like Go and chess. This technique, which pits identical copies of a model against each other, has pushed AI capabilities beyond human performance in these zero-sum games.

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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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Record-Setting Mars Orbiter Captures New View of Monster Volcano

Extreme Tech

Odyssey has been orbiting Mars for more than 2 years, and it just repurposed its ice-scanning camera to get a new perspective on Olympus Mons.

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Pruner-Zero: A Machine Learning Framework for Symbolic Pruning Metric Discovery for Large Language Models (LLMs)

Marktechpost

A major challenge in computer vision and graphics is the ability to reconstruct 3D scenes from sparse 2D images. Traditional Neural Radiance Fields (NeRFs), while effective for rendering photorealistic views from novel perspectives, are inherently limited to forward rendering tasks and cannot invert to deduce the 3D structure from 2D projections. This limitation hinders the broader applicability of NeRFs in real-world scenarios where reconstructing accurate 3D representations from limited viewpo

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Centari – ‘Knowledge Is Power + Firms Have The Data, It’s Just Unstructured’

Artificial Lawyer

Which transactional lawyer doesn’t want to be able to tap their firm’s prior deals for knowledge that can help them today? Naturally, they all do.

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Math-LLaVA: A LLaVA-1.5-based AI Model Fine-Tuned with MathV360K Dataset

Marktechpost

Research on Multimodal large language models (MLLMs) focuses on integrating visual and textual data to enhance artificial intelligence’s reasoning capabilities. By combining these modalities, MLLMs can interpret complex information from diverse sources such as images and text, enabling them to perform tasks like visual question answering and mathematical problem-solving with greater accuracy and insight.

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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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Identify idle endpoints in Amazon SageMaker

AWS Machine Learning Blog

Amazon SageMaker is a machine learning (ML) platform designed to simplify the process of building, training, deploying, and managing ML models at scale. With a comprehensive suite of tools and services, SageMaker offers developers and data scientists the resources they need to accelerate the development and deployment of ML solutions. In today’s fast-paced technological landscape, efficiency and agility are essential for businesses and developers striving to innovate.

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WildTeaming: An Automatic Red-Team Framework to Compose Human-like Adversarial Attacks Using Diverse Jailbreak Tactics Devised by Creative and Self-Motivated Users in-the-Wild

Marktechpost

Natural language processing (NLP) is a branch of artificial intelligence focusing on the interaction between computers and humans using natural language. This field aims to develop algorithms and models that understand, interpret, and generate human language, facilitating human-like interactions between systems and users. NLP encompasses various applications, including language translation, sentiment analysis, and conversational agents, significantly enhancing how we interact with technology.

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AMD Ryzen 9000 Pricing Could Be Much Lower Than Ryzen 7000

Extreme Tech

Pre-order pricing in Europe indicates AMD is pricing its new Ryzen CPUs aggressively.

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Meet Intuned: An AI-Powered Browser Automation Platform for Developers and Product Teams

Marktechpost

Robotic process automation (RPA) and browser automation (UA) are becoming more important to startups for data scraping and RPA. Nevertheless, several obstacles exist when developing, deploying, and maintaining such automation. For example, constructing and delivering automation for browsers necessitates specific infrastructure, which can be difficult to establish and keep up to date.

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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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Training MoEs at Scale with PyTorch and Databricks

databricks

Mixture-of-Experts (MoE) has emerged as a promising LLM architecture for efficient training and inference. MoE models like DBRX , which use multiple expert.

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Apple Might Charge for Certain AI Features

Extreme Tech

Even those who upgrade their devices will likely have to pay monthly for built-in AI software.

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Create an interpolating polynomial in SAS

SAS Software

While reviewing a book on numerical analysis, I was reminded of a classic interpolation problem. Suppose you have n pairs of points in the plane: (x1,y1), (x2,y2),, (xn,yn), where the first coordinates are distinct. Then you can construct a unique polynomial of degree (at most) n-1 that passes through [.] The post Create an interpolating polynomial in SAS appeared first on SAS Blogs.

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