Analytics Vidhya

NOVEMBER 18, 2024

In an era where artificial intelligence (AI) is tasked with navigating and synthesizing vast amounts of information, the efficiency and accuracy of retrieval methods are paramount. Anthropic, a leading AI research company, has introduced a groundbreaking approach called Contextual Retrieval-Augmented Generation (RAG). This method marries traditional retrieval techniques with innovative tweaks, significantly enhancing retrieval accuracy and relevance. […] The post Magic Behind Anthropic’s C

Artificial Intelligence 187

Artificial Intelligence Artificial Intelligence AI AI 187

Unite.AI

NOVEMBER 18, 2024

In recent years, Microsoft and OpenAI have emerged as leaders in the domain of artificial intelligence (AI) , and their partnership has shaped much of the industry's progress. Microsoft’s significant investments of nearly $14 billion since 2019 offered OpenAI access to Azure’s extensive computing resources, enabling rapid advancements in AI model development.

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OpenAI AI AI AI Tools 162

Analytics Vidhya

NOVEMBER 18, 2024

BART is truly one of a kind in the ever-changing realm of NLP, as a strong model that has drastically changed the way we think of text generation and understanding. BART, which is short for Bidirectional and Autoregressive Transformer, takes the best aspects of both sides of the transformer architectures into one single view. In […] The post Guide to BART (Bidirectional & Autoregressive Transformer) appeared first on Analytics Vidhya.

NLP 178

NLP 178

Flipboard

NOVEMBER 18, 2024

Over the past few weeks, users on X have been submitting X-rays, MRIs, CT scans and other medical images to Grok, the platform’s artificial intelligence chatbot, asking for diagnoses. The reason: Elon Musk, X’s owner, suggested it.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence Chatbots Machine Learning 182

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

AssemblyAI

NOVEMBER 18, 2024

What if you received a raw transcript that looked like this? if you picture a sound meter with a needle that bounces up and down every time there's a sound the tone is supposed to put the needle perfectly at this one spot on the meter with a black numbers end and the red part of the meter begins there's like a zero at that spot marking this is where you want to be and the tone is just supposed to rest there rock solid but this particular day with this particular recording we put it on

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Flipboard

NOVEMBER 18, 2024

The company tackled inferencing the Llama-3.1 405B foundation model and just crushed it. And for the crowds at SC24 this week in Atlanta, the company also announced it is 700 times faster than Frontier, the worlds fastest supercomputer, on a molecular dynamics simulation.

LLM 178

LLM Machine Learning 178

Analytics Vidhya

NOVEMBER 18, 2024

The rise of large language models (LLMs) like Gemini and GPT-4 has transformed creative writing and dialogue generation, enabling machines to produce text that closely mirrors human creativity. These models are valuable tools for storytelling, content creation, and interactive systems, but evaluating the quality of their outputs remains challenging.

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Large Language Models Chatbots Generative AI AI 152

Flipboard

NOVEMBER 18, 2024

D-Wave says its new Advantage2 processor, which is designed for complex applications in AI, optimization and data science, is faster and more accurate than its existing 5,000-qubit system.

Data Science 178

Data Science AI AI Artificial Intelligence 178

Analytics Vidhya

NOVEMBER 18, 2024

Have you ever been curious about what powers some of the best Search Applications such as Elasticsearch and Solr across use cases such e-commerce and several other document retrieval systems that are highly performant? Apache Lucene is a powerful search library in Java and performs super-fast searches on large volumes of data. The indexing and […] The post Guide to Apache Lucene for High Performance Search Applications appeared first on Analytics Vidhya.

Data Mining 151

Data Mining 151

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

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NOVEMBER 18, 2024

Unleash your inner developer with AWS App Studio, the generative AI-powered application builder. Turn your idea into fully-fledged, intelligent, custom, secure, and scalable software in minutes.

Generative AI 178

Generative AI AI AI Artificial Intelligence 178

Analytics Vidhya

NOVEMBER 18, 2024

The field of multi-agent systems (MAS) in artificial intelligence is rapidly advancing with new frameworks enhancing collaborative and automated decision-making. Two new entries in this space are OpenAI’s Swarm and Microsoft’s Magentic-One, both of which offer different approaches to the development and deployment of multi-agent systems.

OpenAI 144

OpenAI Artificial Intelligence Artificial Intelligence Automation 144

Flipboard

NOVEMBER 18, 2024

Microsoft has quietly built the largest enterprise AI agent ecosystem, with over 100,000 organizations creating or editing AI agents through its Copilot Studio since launch – a milestone that positions the company ahead in one of enterprise tech’s most closely watched and exciting segments.

AI 175

AI AI Artificial Intelligence Artificial Intelligence 175

Analytics Vidhya

NOVEMBER 18, 2024

In this tutorial, you will learn how to construct iterate update and train a CNN model using JAX, Flax, and Optax on the MNIST dataset. This tutorial starts from how to set up the environment and preprocess the data to how to define the CNN structure and the final step is to test the model. […] The post Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide appeared first on Analytics Vidhya.

Deep Learning 129

Deep Learning 129

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

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NOVEMBER 18, 2024

Nvidia announced its Nvidia Omniverse Blueprint, a technology that enables industry software developers to build digital twins with realistic real-time physics.

Software Development 180

Software Development Machine Learning 180

NVIDIA

NOVEMBER 18, 2024

NVIDIA kicked off SC24 in Atlanta with a wave of AI and supercomputing tools set to revolutionize industries like biopharma and climate science. The announcements, delivered by NVIDIA founder and CEO Jensen Huang and Vice President of Accelerated Computing Ian Buck, are rooted in the company’s deep history in transforming computing. “Supercomputers are among humanity’s most vital instruments, driving scientific breakthroughs and expanding the frontiers of knowledge,” Huang said.

Neural Network 135

Neural Network AI AI Explainability 135

Flipboard

NOVEMBER 18, 2024

For years, enterprise companies have been plagued by data silos separating transactional systems from analytical tools—a divide that has hampered AI applications, slowed real-time decision-making, and driven up costs with complex integrations.

AI 163

AI AI Machine Learning 163

NVIDIA

NOVEMBER 18, 2024

Since its introduction, the NVIDIA Hopper architecture has transformed the AI and high-performance computing (HPC) landscape, helping enterprises, researchers and developers tackle the world’s most complex challenges with higher performance and greater energy efficiency. During the Supercomputing 2024 conference, NVIDIA announced the availability of the NVIDIA H200 NVL PCIe GPU — the latest addition to the Hopper family.

Large Language Models 114

Large Language Models AI AI Visual AI 114

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Flipboard

NOVEMBER 18, 2024

You've probably written hundreds of ChatGPT prompts by now. Maybe even thousands. But how many of them gave you the results you wanted? If you're like most people, your early attempts were probably hit-and-miss.

ChatGPT 163

ChatGPT Artificial Intelligence Artificial Intelligence Machine Learning 163

Marktechpost

NOVEMBER 18, 2024

Machine learning (ML) has revolutionized wireless communication systems, enhancing applications like modulation recognition, resource allocation, and signal detection. However, the growing reliance on ML models has increased the risk of adversarial attacks, which threaten the integrity and reliability of these systems by exploiting model vulnerabilities to manipulate predictions and performance.

Machine Learning 109

Machine Learning Neural Network ML Large Language Models 109

Flipboard

NOVEMBER 18, 2024

Why in the world would the decades-old industry of machine learning need a completely new paradigm? Imagine you're developing a rocket. If you don’t stress test it—in its intended usage (via simulations, wind tunnels, etc.

Machine Learning 157

Machine Learning AI AI Artificial Intelligence 157

NVIDIA

NOVEMBER 18, 2024

NVIDIA today at SC24 announced two new NVIDIA NIM microservices that can accelerate climate change modeling simulation results by 500x in NVIDIA Earth-2. Earth-2 is a digital twin platform for simulating and visualizing weather and climate conditions. The new NIM microservices offer climate technology application providers advanced generative AI-driven capabilities to assist in forecasting extreme weather events.

Generative AI 106

Generative AI AI Modeling AI AI 106

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After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

Flipboard

NOVEMBER 18, 2024

I went from occasional AI user to power user in months. How? My mindset for how to approach AI evolved. Now, I reach for AI every day. I once read that professionals aren’t going to be replaced by AI, rather, they will be replaced by other professionals who use AI. This idea that someone who leverages AI will perform better at their work is now supported by research.

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AI AI Explainability ChatGPT 157

Machine Learning Mastery

NOVEMBER 18, 2024

A chatbot is a computer program that can talk to people. It can answer questions and help users anytime. You don’t need to know a lot about coding to make one. There are free tools that make it simple and fun. In this article, we will use a tool called ChatterBot.

Chatbots 106

Chatbots 106

Flipboard

NOVEMBER 18, 2024

Learn how to master this technology before it becomes your master. TL;DR: A wide range of ChatGPT courses are available to take for free on Udemy. You probably know all about Udemy by this point. It's a popular hub for online courses, covering everything from Python programming to web development.

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ChatGPT Python Artificial Intelligence Artificial Intelligence 155

AWS Machine Learning Blog

NOVEMBER 18, 2024

Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. With support for binary embedding in Amazon Bedrock and a binary vector store in OpenSearch Serverless, you can use binary embeddings and binary vector store to build Retrieval Augmented Generation (RAG) applications in Amazon Bedrock Knowledge Bases, reducing memory usage and overall costs.

Software Development 102

Software Development Generative AI ML Algorithm 102

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Generative AI

Flipboard

NOVEMBER 18, 2024

Living in New York City, I do the majority of my practice on indoor simulators, which means I see plenty of videos of my swing. It also means I usually have a decent enough understanding of my tendencies to know what’s happening when something is off.

AI 152

AI AI Machine Learning 152

AWS Machine Learning Blog

NOVEMBER 18, 2024

This post is co-written with Kaustubh Kambli from DXC Technology. DXC Technology is an IT services leader with more than 130,000 employees supporting 6,000 customers in over 70 countries. DXC builds offerings across industry verticals to deliver accelerated value to their customers. One of the sectors DXC has deep expertise in is energy. The oil and gas industry relies on discovering new drilling sites to drive growth.

LLM 100

LLM Python Generative AI Machine Learning 100

Flipboard

NOVEMBER 18, 2024

Amazon Web Services Inc. today announced the general availability of AWS App Studio, its popular artificial intelligence service for creating business applications with natural language prompts.

Artificial Intelligence 151

Artificial Intelligence Artificial Intelligence Machine Learning 151