Analytics Vidhya

SEPTEMBER 20, 2024

Introduction Today, the world of customer query management is moving at an unprecedented pace, with new tools making headlines every day. Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

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LLM Large Language Models Chatbots Automation 224

AI News

SEPTEMBER 20, 2024

Alibaba Cloud has open-sourced more than 100 of its newly-launched AI models, collectively known as Qwen 2.5. The announcement was made during the company’s annual Apsara Conference. The cloud computing arm of Alibaba Group has also unveiled a revamped full-stack infrastructure designed to meet the surging demand for robust AI computing. This new infrastructure encompasses innovative cloud products and services that enhance computing, networking, and data centre architecture, all aimed at

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Analytics Vidhya

SEPTEMBER 20, 2024

Introduction With the advancement of AI, scientific research has seen a massive transformation. Millions of papers are published annually on different technologies and sectors. But, navigating this ocean of information to retrieve accurate and relevant content is a herculean task. Enter PaperQA, a Retrieval-Augmented Generative (RAG) Agent designed to tackle this exact problem.

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Large Language Models AI AI Generative AI 206

IBM Journey to AI blog

SEPTEMBER 20, 2024

Complying with the regulations of the Food Safety Modernization Act (FSMA) is a monumental challenge. Food supply chains are complex, continent-spanning networks, complete with diverse data formats, disparate systems and varying levels of technological sophistication. However, as companies continue their efforts toward FSMA 204(d) compliance, there’s a hidden gem within it: data.

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Analytics Vidhya

SEPTEMBER 20, 2024

Introduction Large Language Models are rapidly transforming industries—today, they power everything from personalized customer service in banking to real-time language translation in global communication. They can answer questions in natural language, summarize information, write essays, generate code, and much more, making them invaluable tools in today’s world.

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Large Language Models Generative AI Python AI 222

Analytics Vidhya

SEPTEMBER 20, 2024

Introduction In the world of data science, Kaggle has become a vibrant arena where aspiring analysts and seasoned professionals alike come to test their skills and push the boundaries of innovation. Picture this: a young data enthusiast, captivated by the thrill of competition, dives into a Kaggle challenge with little more than a curious mind […] The post Mastering Kaggle Competitions: Strategies, Techniques, and Insights for Success appeared first on Analytics Vidhya.

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Data Science Data Analysis Computer Vision NLP 200

Cassie Kozyrkov

SEPTEMBER 20, 2024

The clue you need to understand the LinkedIn OptIn scandal Continue reading on Towards Data Science »

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Data Science Artificial Intelligence Artificial Intelligence 170

Analytics Vidhya

SEPTEMBER 20, 2024

Introduction Imagine developing apps with the same ease as a conversation. There would be no complicated development environments to set up and no need to look through configuration files. Converting concepts into valuable apps can be a daunting task for many people. Installing different dependencies, setting up databases, and closely monitoring deployments are all necessary.

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Generative AI AI AI 172

Cassie Kozyrkov

SEPTEMBER 20, 2024

The clue you need to understand the LinkedIn OptIn scandal Continue reading on Medium »

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Artificial Intelligence Artificial Intelligence 141

Speaker: Michael Mansard

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.

AI

Analytics Vidhya

SEPTEMBER 20, 2024

In this episode of Leading with Data, we dive into the fascinating world of data science with Rohan Rao, a Quadruple Kaggle Grandmaster and expert in machine learning solutions. Rohan shares insights on strategic partnerships, the evolution of data tools, and the future of large language models, shedding light on the challenges and innovations shaping […] The post Rohan Rao’s Framework for Selecting the Right LLMs for Business Needs!

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Large Language Models Data Science Machine Learning LLM 132

Marktechpost

SEPTEMBER 20, 2024

Multimodal large language models (MLLMs) focus on creating artificial intelligence (AI) systems that can interpret textual and visual data seamlessly. These models aim to bridge the gap between natural language understanding and visual comprehension, allowing machines to cohesively process various forms of input, from text documents to images. Understanding and reasoning across multiple modalities is becoming crucial, especially as AI moves towards more sophisticated applications in areas like i

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Large Language Models Natural Language Processing Computer Vision AI 128

Analytics Vidhya

SEPTEMBER 20, 2024

Introduction The AI revolution has given rise to a new era of creativity, where text-to-image models are redefining the intersection of art, design, and technology. Pixtral 12B and Qwen2-VL-72B are two pioneering forces driving this transformation, enabling the seamless conversion of text prompts into stunning visuals that captivate, inspire, and inform.

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AI AI Generative AI Python 143

Marktechpost

SEPTEMBER 20, 2024

Recommendation systems have become the foundation for personalized services across e-commerce, streaming, and social media platforms. These systems aim to predict user preferences by analyzing historical interactions, allowing platforms to suggest relevant items or content. The accuracy & effectiveness of these systems depends heavily on how well user and item characteristics are modeled.

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Large Language Models LLM Algorithm ML 117

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Extreme Tech

SEPTEMBER 20, 2024

Samsung says the PM9E1 is designed to boost on-device AI performance, which laptop makers are beginning to implement with the new incoming Copilot+ PCs.

AI 113

AI AI 113

Marktechpost

SEPTEMBER 20, 2024

Large language models (LLMs) have made significant leaps in natural language processing, demonstrating remarkable generalization capabilities across diverse tasks. However, due to inconsistent adherence to instructions, these models face a critical challenge in generating accurately formatted outputs, such as JSON. This limitation poses a significant hurdle for AI-driven applications requiring structured LLM outputs integrated into their data streams.

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LLM Large Language Models NLP Natural Language Processing 109

Machine Learning Mastery

SEPTEMBER 20, 2024

Every industry uses data to make smarter decisions. But raw data can be messy and hard to understand. EDA allows you to explore and understand your data better. In this article, we’ll walk you through the basics of EDA with simple steps and examples to make it easy to follow. What is Exploratory Data Analysis? […] The post From Data to Insights: A Beginner’s Journey in Exploratory Data Analysis appeared first on MachineLearningMastery.com.

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Data Analysis Data Science 91

Marktechpost

SEPTEMBER 20, 2024

Traditional search engines have predominantly relied on text-based queries, limiting their ability to process and interpret the increasingly complex information found online today. Many modern websites feature both text and images. Yet, the ability of conventional search engines to handle these multimodal queries, those that require an understanding of both visual and textual content, remains lacking.

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Large Language Models LLM AI AI 104

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.

Business Intelligence

NVIDIA

SEPTEMBER 20, 2024

A committee of experts from top U.S. medical centers and research institutes is harnessing NVIDIA-powered federated learning to evaluate the impact of federated learning and AI-assisted annotation to train AI models for tumor segmentation. Federated learning is a technique for developing more accurate, generalizable AI models trained on data across diverse data sources without mitigating data security or privacy.

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AI AI Large Language Models AI Modeling 82

Marktechpost

SEPTEMBER 20, 2024

Efficient optimization of large-scale deep learning models remains a significant challenge as the cost of training large language models (LLMs) continues to escalate. As models grow larger, the computational burden and time required for training increase substantially, creating a demand for more efficient optimizers that can reduce both training time and resources.

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Large Language Models Deep Learning AI AI 100

databricks

SEPTEMBER 20, 2024

Introduction The bin packing problem is a classic optimization challenge that has far-reaching implications for enterprise organizations across industries. At its core, the.

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Extreme Tech

SEPTEMBER 20, 2024

Their work could reduce the amount of carbon dioxide and methane released into the atmosphere while producing useful industrial material.

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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.

Machine Learning Mastery

SEPTEMBER 20, 2024

Categorical variables are pivotal as they often carry essential information that influences the outcome of predictive models. However, their non-numeric nature presents unique challenges in model processing, necessitating specific strategies for encoding. This post will begin by discussing the different types of categorical data often encountered in datasets.

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Categorization Data Science 75

Marktechpost

SEPTEMBER 20, 2024

Generative AI has emerged as a pivotal field with the rise of large language models (LLMs). These models are capable of producing complex outputs based on a variety of prompts. One notable area within this domain is Retrieval Augmented Generation (RAG), which integrates external information into LLMs to enhance factual accuracy. RAG specifically addresses the need to produce reliable, contextually relevant information.

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AI Researcher AI Research Large Language Models AI 70

AWS Machine Learning Blog

SEPTEMBER 20, 2024

In today’s fast-paced business environment, organizations are constantly seeking innovative ways to enhance employee experience and productivity. There are many challenges that can impact employee productivity, such as cumbersome search experiences or finding specific information across an organization’s vast knowledge bases. Additionally, with the rise of remote and hybrid work models, traditional support systems such as IT Helpdesks and HR might struggle to keep up with the increased demand fo

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Generative AI AI AI Chatbots 73

Extreme Tech

SEPTEMBER 20, 2024

The company will be taking on Apple's M-Series Max CPUs and might also adopt the name.

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Marktechpost

SEPTEMBER 20, 2024

Large Language Models (LLMs) have gained significant attention due to their impressive performance, with the release of Llama 3.1 in July 2024 being a notable example. However, deploying these models in resource-constrained environments poses significant challenges due to their huge parameter count. Low-bit quantization has emerged as a popular technique to compress LLMs, reducing memory and computational demands during inference.

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Large Language Models LLM Algorithm ML 67

Extreme Tech

SEPTEMBER 20, 2024

Nvidia is reportedly starting to wind down RTX 4090 production to make way for its successor.

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SAS Software

SEPTEMBER 20, 2024

This article was written based on an interview. Exploring SAS courses: thoughts on my learning journey My journey started with programming eLearning courses that got me hooked and curious about a wide range of topics. These online lessons were great because they were short and focused on technical stuff. But [.] The post Reflecting on learning as both a student and an educator appeared first on SAS Blogs.

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