Analytics Vidhya

APRIL 15, 2024

Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.

Large Language Models 342

Large Language Models LLM BERT OpenAI 342

AI News

APRIL 15, 2024

OpenAI has announced the opening of a new office in Tokyo to drive its expansion into the Asian market. The new office aims to foster collaboration with the Japanese government, local businesses, and research institutions to develop AI tools tailored to Japan’s unique requirements. Tokyo was selected for OpenAI’s first Asian venture due to its global leadership in technology, a culture dedicated to service, and an innovative community. “We’re excited to be in Japan which

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Analytics Vidhya

APRIL 15, 2024

Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Pro’s exciting new capabilities, accompanied […] The post Gemini 1.5 Pro Goes Global with Powerful New Features appeared first on Analytics Vidh

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IBM Journey to AI blog

APRIL 15, 2024

The manufacturing industry is in an unenviable position. Facing a constant onslaught of cost pressures, supply chain volatility and disruptive technologies like 3D printing and IoT. The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. At the same time, there is this huge sustainability and energy transition wave.

Generative AI 305

Generative AI AI AI Large Language Models 305

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

Analytics Vidhya

APRIL 15, 2024

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships. Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets appeared first on Analytics Vidhya.

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Neural Network Deep Learning Data Analysis Python 331

Analytics Vidhya

APRIL 15, 2024

Introduction In an era where artificial intelligence (AI) shapes how we live, work, and play, the engines driving these sophisticated systems are becoming ever more crucial. These engines, known as AI accelerators, have rapidly evolved, transitioning from niche components to central figures in the computing landscape. They now power everything from chatbots and virtual assistants […] The post Intel’s Gaudi 3: Setting New Standards with 40% Faster AI Acceleration than Nvidia H100 appe

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IBM Journey to AI blog

APRIL 15, 2024

The latest findings of the IBM X-Force® Threat Intelligence Index report highlight a shift in the tactics of attackers. Rather than using traditional hacking methods, there has been a significant 71% surge in attacks where criminals are exploiting valid credentials to infiltrate systems. Info stealers have seen a staggering 266% increase in their utilization, emphasizing their role in acquiring these credentials.

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Explainability 278

Analytics Vidhya

APRIL 15, 2024

Introduction In today’s rapidly evolving digital landscape, it’s almost impossible not to have come across groundbreaking tools that have significantly changed how we approach tasks and solve problems. From ChatGPT, which helps in copywriting, data analysis, and summarizing complex research papers, to Midjourney for generating high-definition images with a single prompt, and GitHub Copilot for […] The post 5 MIND-BLOWING AI Tools that Feel Illegal to Know appeared first on Anal

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AI Tools Data Analysis ChatGPT AI 304

IBM Journey to AI blog

APRIL 15, 2024

Data integration stands as a critical first step in constructing any artificial intelligence (AI) application. While various methods exist for starting this process, organizations accelerate the application development and deployment process through data virtualization. Data virtualization empowers businesses to unlock the hidden potential of their data, delivering real-time AI insights for cutting-edge applications like predictive maintenance, fraud detection and demand forecasting.

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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

Analytics Vidhya

APRIL 15, 2024

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop your prompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give […] The post Let the Prompt Battle Begin #6 appeared first on Analytics Vidhya.

Prompt Engineer 300

Prompt Engineer Prompt Engineering AI AI 300

Unite.AI

APRIL 15, 2024

Adobe has announced the upcoming integration of generative AI technologies into Premiere Pro, its professional video editing software. These new features, scheduled for release later this year, aim to streamline video editing workflows and provide editors with innovative tools to enhance their creative output. The company's commitment to advancing professional video editing capabilities is evident in this preview of the breakthrough generative AI innovations set to transform the industry.

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AI Tools Generative AI AI AI 173

Analytics Vidhya

APRIL 15, 2024

Introduction Mastering Graph Neural Networks is an important tool for processing and learning from graph-structured data. This creative method has transformed a number of fields, including drug development, recommendation systems, social network analysis, and more. Before diving into the fundamentals and GNN implementation, it’s essential to understand the fundamental concepts of graphs, including nodes, vertices, […] The post Mastering Graph Neural Networks From Graphs to Insights a

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AssemblyAI

APRIL 15, 2024

We recently announced our latest speech recognition model, Universal-1 , which achieves state-of-the-art speech-to-text accuracy. Trained on millions of hours of audio data, Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. Universal-1 is also an order of magnitude faster than our previous model, Conformer-2 , and supports English, Spanish, French, and German, with more languages coming shortl

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Large Language Models Categorization AI Modeling AI 162

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

Analytics Vidhya

APRIL 15, 2024

Introduction Welcome to an in-depth exploration of ship classification using Convolutional Neural Networks (CNNs) with the Analytics Vidhya hackathon dataset. CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images. In this project, we dive into understanding the power of CNNs to classify ships based on their visual […] The post Enhancing Ship Classification with CNNs and Transfer Learning appeared first on Analytics Vidhya.

Convolutional Neural Networks 283

Convolutional Neural Networks Neural Network Data Analysis Data Science 283

Unite.AI

APRIL 15, 2024

When it comes to natural language processing (NLP) and information retrieval, the ability to efficiently and accurately retrieve relevant information is paramount. As the field continues to evolve, new techniques and methodologies are being developed to enhance the performance of retrieval systems, particularly in the context of Retrieval Augmented Generation (RAG).

BERT 162

BERT Large Language Models Natural Language Processing NLP 162

Analytics Vidhya

APRIL 15, 2024

Elon Musk’s xAI recently showcased a preview of its multimodal AI model Grok-1.5V, which looks quite promising. This innovative new AI model bridges the gap between textual and visual understanding, marking a significant milestone in artificial intelligence (AI). Also Read: OpenAI and Meta Set to Launch New AI Models with Reasoning Capabilities Grok-1.5V: Redefining Multimodal […] The post Elon Musk’s xAI Launches Preview of Grok-1.5V Multimodal Model appeared first on Analytic

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Artificial Intelligence Artificial Intelligence OpenAI AI Modeling 282

AssemblyAI

APRIL 15, 2024

Transcription services are essential for documentation and communication in legal, medical, media, and other fields. Accurate transcription of hearings and depositions can be the difference between justice served and miscarried, and precise transcription for patient interactions and treatment plans can make all the difference in a patient’s health outcomes.

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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

AI Impacts

APRIL 15, 2024

By Owen Cotton-Barratt With AI Impacts, we’re pleased to announce an essay competition on the automation of wisdom and philosophy. Submissions are due by July 14th. The first prize is $10,000, and there is a total of $25,000 in prizes available. Background AI is likely to automate more and more categories of thinking with time. By default, the direction the world goes in will be a result of the choices people make, and these choices will be informed by the best thinking available to them.

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Unite.AI

APRIL 15, 2024

We live in a world where the diversity of human culture and language converges, yet, a fundamental human challenge persists: the struggle to communicate across the mosaic of global accents. In our society, people from every corner of the globe, speaking a kaleidoscope of languages, molded by distinct cultures and regions, find themselves in a melting pot of accents.

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Robotics AI Machine Learning AI 124

Marktechpost

APRIL 15, 2024

LLMs are expanding beyond their traditional role in dialogue systems to perform tasks actively in real-world applications. It is no longer science fiction to imagine that many interactions on the internet will be between LLM-powered systems. Currently, humans verify LLM-generated outputs for correctness before implementation due to the complexity of code comprehension.

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LLM ML Large Language Models AI 139

SAS Software

APRIL 15, 2024

In our ongoing series spotlighting women in tech, we delve into the motivations that drive five remarkable women leaders at SAS. From AI specialists shaping ethical discourse to HR partners fostering inclusive workplaces, these women share what inspires them. Join us as we explore their diverse backgrounds and experiences in [.

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AI AI 111

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Marktechpost

APRIL 15, 2024

The absence of a standardized benchmark for Graph Neural Networks GNNs has led to overlooked pitfalls in system design and evaluation. Existing benchmarks like Graph500 and LDBC need to be revised for GNNs due to differences in computations, storage, and reliance on deep learning frameworks. GNN systems aim to optimize runtime and memory without altering model semantics.

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Artificial Lawyer

APRIL 15, 2024

As of last week, international legal group CMS has now started to use the ‘£1,000 per person, per year’ legal genAI system Harvey on paid client matters. But what is the wider AI strategy at CMS?

AI Strategy 114

AI Strategy AI AI 114

Marktechpost

APRIL 15, 2024

Artificial intelligence (AI) has the potential to transform cyber defense. One of the biggest challenges in this field is the increasing sophistication of cyber threats. The sheer volume of data that security analysts have to process makes it difficult for them to identify the most pressing dangers. Additionally, cybercriminals are continually developing new strategies, using cutting-edge methods to evade detection.

Artificial Intelligence 117

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SAS Software

APRIL 15, 2024

It’s no secret, everyone is talking about generative AI (GenAI). In 2023, funding shot up five times year over year. According to a McKinsey report, “Generative AI could add the equivalent of $2.6 trillion to $4.4 trillion annually… by comparison, the United Kingdom’s entire GDP in 2021 was $3.1 trillion.” [.

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Generative AI AI AI 101

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

Marktechpost

APRIL 15, 2024

In the realm of artificial intelligence, the emergence of powerful autoregressive (AR) large language models (LLMs), like the GPT series, has marked a significant milestone. Despite facing challenges such as hallucinations, these models are hailed as substantial strides toward achieving general artificial intelligence (AGI). Their effectiveness lies in their self-supervised learning strategy, which involves predicting the next token in a sequence.

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Computer Vision Artificial Intelligence Artificial Intelligence Large Language Models 110

Artificial Lawyer

APRIL 15, 2024

A recent survey of inhouse teams found one very poignant insight: 45% of GCs and CLOs did not have an ‘appetite’ to delegate more operational ‘decisions’ to a dedicated legal ops professional (see …

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Marktechpost

APRIL 15, 2024

As climate change continuously threatens our planet and the existence of life on it, integrating machine learning (ML) and artificial intelligence (AI) into this arena offers promising solutions to predict and mitigate its impacts effectively. Let’s examine how ML contributes to advancing our response to climate challenges through improved data analysis, forecasting, system efficiency, and the development of new technologies.

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