Analytics Vidhya

OCTOBER 16, 2023

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

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IBM Journey to AI blog

OCTOBER 17, 2023

Heavy industries, particularly cement, steel and chemicals, are the top greenhouse gas emitting industries, contributing 25% of global CO2 emission. They use high temperature heat in many of their processes that is primarily driven by fossil fuel. Fighting climate change requires lowering heavy industry emissions. However, these industries face tremendous challenges to reduce greenhouse gas emissions.

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Unite.AI

OCTOBER 18, 2023

The annual State of AI Report serves as a critical benchmark, providing clarity and direction in the rapidly evolving domain of artificial intelligence. Its comprehensive analyses have consistently offered valuable insights to researchers, industry professionals, and policymakers. This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community.

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AI News

OCTOBER 18, 2023

In a recent study, cloud-native network detection and response firm ExtraHop unveiled a concerning trend: enterprises are struggling with the security implications of employee generative AI use. Their new research report, The Generative AI Tipping Point , sheds light on the challenges faced by organisations as generative AI technology becomes more prevalent in the workplace.

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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

OCTOBER 17, 2023

Introduction One of the most popular applications of large language models (LLMs) is to answer questions about custom datasets. LLMs like ChatGPT and Bard are excellent communicators. They can answer almost anything that they have been trained on. This is also one of the biggest bottlenecks for LLMs. They can only answer the questions they […] The post Build a RAG Pipeline With the LLama Index appeared first on Analytics Vidhya.

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Unite.AI

OCTOBER 19, 2023

The advent of ChatGPT, and Generative AI in general, is a watershed moment in the history of technology and is likened to the dawn of the Internet and the smartphone. Generative AI has shown limitless potential in its ability to hold intelligent conversations, pass exams, generate complex programs/code, and create eye-catching images and video. While GPUs run most Gen AI models in the cloud – both for training and inference – this is not a long-term scalable solution, especially for inference, o

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AI News

OCTOBER 16, 2023

The UK Government has unveiled plans for the inaugural global AI Safety Summit , scheduled to take place at the historic Bletchley Park. The summit will bring together digital ministers, AI companies, civil society representatives, and independent experts for crucial discussions. The primary focus is on frontier AI, the most advanced generation of AI models, which – if not developed responsibly – could pose significant risks.

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Analytics Vidhya

OCTOBER 20, 2023

Introduction In the ever-evolving landscape of artificial intelligence, two key players have come together to break new ground: Generative AI and Reinforcement Learning. These cutting-edge technologies, Generative AI and Reinforcement Learning, have the potential to create self-improving AI systems, taking us one step closer to realizing the dream of machines that learn and adapt autonomously.

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IBM Journey to AI blog

OCTOBER 19, 2023

Over the past ten years, I’ve been on a journey to create an interactive, patented curriculum that combines the power of math with the joy of music. In our program Make Music Count , students from elementary to high school get hands-on experience solving math equations while learning how to play the piano. Since launching, I’ve seen the need, desire and impact: Make Music Count is in over 400 schools with 60,000 registered students and 20,000+ downloads on iOS and Android devices.

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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

Unite.AI

OCTOBER 16, 2023

The digital landscape shifts daily, and with that comes an ever-evolving array of cyber threats. Businesses stand at a crossroads where the integration of security into enterprise architecture becomes not just beneficial but essential. The urgency is resonating, demanding immediate attention. Role of enterprise architecture in aligning IT with business objectives Enterprise architecture (EA) is the strategic nexus connecting IT solutions to overarching business aspirations.

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AI News

OCTOBER 19, 2023

Universal Music Group (UMG) has filed a lawsuit against Anthropic , the developer of Claude AI. This landmark case represents the first major legal battle where the music industry confronts an AI developer head-on. UMG – along with several other key industry players including Concord Music Group, ABKCO, Worship Together Music, and Plaintiff Capital CMG – is seeking $75 million in damages.

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Analytics Vidhya

OCTOBER 17, 2023

Introduction Algorithmic trading is a widely adopted trading strategy that has revolutionized the way people trade stocks. More and more people are making money on the side by investing in stocks and automating their trading strategies. This tutorial will teach you how to build stock trading algorithms using primitive technical indicators like MACD, SMA, EMA, […] The post Building and Validating Simple Stock Trading Algorithms Using Python appeared first on Analytics Vidhya.

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IBM Journey to AI blog

OCTOBER 19, 2023

The landlocked country of Malawi, located in southeastern Africa, is home to rich, arable land and a subtropical climate suitable for farming. As a result, over 80% of the population is employed in agriculture, and their livelihood revolves around alternating rainy and dry seasons that dictate how the year’s planting, growing and harvesting will unfold.

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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

Unite.AI

OCTOBER 18, 2023

Scientific validation is a crucial stepping stone for startups aiming to build a successful business. By rigorously testing the hypotheses upon which their products are built, tech-oriented founders can mitigate risks, increase their appeal to investors, maintain regulatory compliance, foster customer trust, and enhance their marketing strategies. However, although it serves as a competitive edge and as a demonstration of the startup's commitment to build quality products, the validation process

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AI News

OCTOBER 17, 2023

The UK’s potential to harness the benefits of AI in crucial sectors such as healthcare, food safety, and sustainability is under threat due to a significant “confidence gap” among the public. According to a study conducted by BSI , 54 percent of UK respondents expressed excitement about AI’s potential to revolutionise medical diagnoses and 43 percent welcomed AI’s role in reducing food waste.

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Analytics Vidhya

OCTOBER 20, 2023

Introduction GATE 2024 aspirants, here’s some great news for you! The Indian Institute of Science (IISc) has just released sample papers for the upcoming GATE exam. These samples are precious resources to enhance your preparation. In this blog post, we’ve compiled an extensive list of questions from the GATE DA sample papers to empower your […] The post Sample Question Paper for GATE DA 2024 appeared first on Analytics Vidhya.

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IBM Journey to AI blog

OCTOBER 18, 2023

AI has inspired millions of people around the world with ideas about what it can make possible. But this technological game changer has also provoked a lot of questions around how it will impact the world of work. Change is happening, and fast. Research from IBM’s Institute for Business Value (IBV) finds that executives estimate about 40% of their workforce will need to reskill over the next three years due to AI and automation.

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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

Unite.AI

OCTOBER 20, 2023

Jeff Kofman, is the Founder & CEO of Trint , after a 30-year career with ABC, CBS and CBC News, Jeff got tired of hitting the wall of manual transcription and watching every story unnecessarily stop in its tracks. In 2014, Jeff and a team of developers leveraged AI to do the heavy lifting, and Trint was born. Today Trint is an AI-powered SaaS platform that goes beyond transcription to boost every stage of the content creation workflow.

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AI News

OCTOBER 20, 2023

Can you tell us a little bit about Exfluency and what the company does? Exfluency is a tech company providing hybrid intelligence solutions for multilingual communication. By harnessing AI and blockchain technology we provide tech-savvy companies with access to modern language tools. Our goal is to make linguistic assets as precious as any other corporate asset.

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Analytics Vidhya

OCTOBER 19, 2023

Introduction When it comes to Large Language Models (LLMs), such as GPT-3 and beyond, researchers and developers are constantly seeking new ways to enhance their capabilities. Two prominent tools, LlamaIndex and LangChain, have emerged as powerful options for improving the interaction and functionality of these models. In this article, we will explore the features and […] The post LlamaIndex vs LangChain: A Comparative Analysis appeared first on Analytics Vidhya.

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IBM Journey to AI blog

OCTOBER 17, 2023

In a research brief defining “5 trends for 2023,” the IBM Institute for Business Value reports, “In 2023, rapid response is the new baseline. Uncertainty is expected and complexity is compounding. As threats materialize on multiple fronts, organizations must reduce the time from insight to action.” 1 Business and data analysts are intimately familiar with the growing business need for precise, real-time intelligence.

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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!

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. These models are AI algorithms that utilize deep learning techniques and vast amounts of training data to understand, summarize, predict, and generate a wide range of content, including text, audio, images, videos, and more.

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BAIR

OCTOBER 17, 2023

Goal Representations for Instruction Following page width. --> A longstanding goal of the field of robot learning has been to create generalist agents that can perform tasks for humans. Natural language has the potential to be an easy-to-use interface for humans to specify arbitrary tasks, but it is difficult to train robots to follow language instructions.

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Analytics Vidhya

OCTOBER 19, 2023

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights. Within this progress lies the groundbreaking Large Language Model, a transformative force reshaping our interactions with text-based information.

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IBM Journey to AI blog

OCTOBER 18, 2023

We’re pleased to announce IBM watsonx Orders, an AI-powered voice agent for drive-thrus of quick-service restaurants. Powered by the latest technology from IBM Research, watsonx Orders is designed to help restaurant owners solve persistent labor challenges by handling almost all orders and interactions without the help of human cashiers, while delighting restaurant guests with quick service and accurate orders.

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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

Unite.AI

OCTOBER 16, 2023

OpenAI, a major player in the artificial intelligence sphere, is gearing up to introduce significant updates aimed at enhancing the developer experience. Sources from Reuters have hinted that these changes will not only simplify the development process but also make it more cost-effective for developers to craft and market AI-driven applications using OpenAI's suite of technologies.

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Eugene Yan

OCTOBER 14, 2023

The biggest deployment challenges, backward compatibility, multi-modality, and SF work ethic.

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Analytics Vidhya

OCTOBER 19, 2023

Introduction In the ever-evolving job market, employers often find themselves overwhelmed with a deluge of resumes for every job opening. The process of sifting through these resumes to identify the most qualified candidates can be time-consuming and daunting. To address this challenge, we will delve into the creation of a sophisticated resume ranking with Langchain, […] The post How to Master Resume Ranking with Langchain?

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