CIO Business Intelligence
MAY 16, 2024
With ransomware at an all-time high, companies need to understand that being cyber resilient means going beyond compliance to considering all aspects of a business, from operational continuity to software supply chain security.
Analytics Vidhya
MAY 23, 2024
Introduction LLM Agents play an increasingly important role in the generative landscape as reasoning engines. But most of the agents have the shortcomings of failing or going into hallucinations. However, agents face formidable challenges within Large Language Models (LLMs), including context understanding, coherence maintenance, and dynamic adaptability.
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KDnuggets
MAY 22, 2024
We are all looking for the right opportunities in our career. In the landscape of data-related careers, the roles can be grouped into classes, and future opportunities tend to follow natural migration paths between the class groups.
AWS Big Data
MAY 31, 2024
Designing a full stack search application requires addressing numerous challenges to provide a smooth and effective user experience. This encompasses tasks such as integrating diverse data from various sources with distinct formats and structures, optimizing the user experience for performance and security, providing multilingual support, and optimizing for cost, operations, and reliability.
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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.
Analytics Vidhya
MAY 27, 2024
Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?
Analytics Vidhya
MAY 23, 2024
Introduction LlamaParse is a document parsing library developed by Llama Index to efficiently and effectively parse documents such as PDFs, PPTs, etc. Creating RAG applications on top of PDF documents presents a significant challenge many of us face, specifically with the complex task of parsing embedded objects such as tables, figures, etc. The nature of […] The post Simplifying Document Parsing: Extracting Embedded Objects with LlamaParse appeared first on Analytics Vidhya.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
Analytics Vidhya
MAY 28, 2024
Introduction Training and fine-tuning language models can be complex, especially when aiming for efficiency and effectiveness. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning. This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology.
Analytics Vidhya
MAY 9, 2024
Google DeepMind has just unveiled AlphaFold 3, a revolutionary AI model redefining biomolecular modeling. Unlike its predecessors, AlphaFold 3 extends its modeling skills beyond proteins. This new model is capable of generating DNA, RNA, and smaller molecules known as ligands. Its breakthrough technology promises to accelerate advancements across various scientific disciplines.
Analytics Vidhya
MAY 17, 2024
Introduction Do you know, that you can automate machine learning (ML) deployments and workflow? Yes, you heard it right. This can be done using Machine Learning Operations (MLOps), which are a set of rules and practices that simplify and automate ML deployments and workflows. Nowadays people are building AI and ML solutions that are solving […] The post 6 Free Courses on MLOps Offered by Google appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 13, 2024
Introduction Sam Altman said something big was loading, and now it is here…GPT-4o is out, and everyone is stunned by its Capabilities!!! I would say – It is ABSOLUTELY wild and What a time to be Alive. OpenAI’s flagship model often sparks excitement and speculation. The latest AI community sensation is the GPT-4o, OpenAI’s brainchild. […] The post The Omniscient GPT-4o + ChatGPT is HERE!
Speaker: Jason Tanner
While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.
Analytics Vidhya
MAY 7, 2024
Introduction Do you feel overwhelmed after seeing a lot of AI courses online and wonder where to begin? Then, you are not alone. I have curated a list of courses for you. Just pick one per your requirement and start. Artificial intelligence is advancing unprecedentedly, and staying ahead of the curve has become crucial for […] The post 12 AI Courses Per Your Current Requirement and Experience in 2024 appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 14, 2024
Introduction Do you find the prospects of AI intriguing? Whatever your goal is, be it becoming a data scientist, machine learning engineer, AI researcher, or just being fascinated by the world of artificial intelligence, this guide is designed for you. In this in-depth article, you will find out the basics of learning AI from scratch, […] The post How to Learn Artificial Intelligence?
Analytics Vidhya
MAY 10, 2024
Stability AI has unveiled Stable Artisan, a new addition to its Discord channel, enabling seamless media generation and editing. This innovative Discord bot integrates cutting-edge AI models, empowering users to craft high-quality images and videos effortlessly. Let’s delve into the game-changing features and functionalities of Stable Artisan.
Analytics Vidhya
MAY 22, 2024
Introduction Microsoft has pushed the boundaries with its latest AI offerings, the Phi-3 family of models. These compact yet mighty models were unveiled at the recent Microsoft Build 2024 conference and promise to deliver exceptional AI performance across diverse applications. The family includes the bite-sized Phi-3-mini, the slightly larger Phi-3-small, the midrange Phi-3-medium, and the […] The post Microsoft Phi-3: From Language to Vision, this New AI Model is Transforming AI appeared
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Stuck with stalled AI projects? Data silos and fragmented processes are likely culprits. This IDC report unveils Data Products as the secret weapon. By treating data as a product, organizations can overcome these challenges and unlock the true potential of AI. Learn how a unified data control plane empowers Data Products to deliver trusted, high-quality data for faster insights and improved decision-making.
Analytics Vidhya
MAY 30, 2024
Introduction Meta AI provides a wide array of functions designed to enhance communication, efficiency, and creativity across various fields. These functions range from answering queries and generating text to translating languages and creating images. This article highlights 10 uses of Meta AI, showcasing its potential to transform the way we use AI chatbots for everyday […] The post 10 Innovative Uses of Meta AI for Everyday Tasks appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 23, 2024
Introduction With so many AI tools available today, it can be hard to know which ones are worth your time. While we can’t try them all, it’s helpful to know which ones are best for everyday tasks like programming, planning, and handling long texts. Lex Fridman, a well-known AI researcher and podcaster, recently tweeted about […] The post Top 5 AI Tools for Your Everyday Use appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 14, 2024
Introduction Finally, the much-awaited time has come! With their exciting Spring Update event, OpenAI revealed GPT-4o after months of anticipation and conjecture. Get ready, for this AI feat will completely change how we see the world! Did you find ChatGPT and GPT-3 to be impressive? You’re about to get your head blown away in many ways. With […] The post What Can You Do With GPT-4o?
Analytics Vidhya
MAY 8, 2024
Digital Green, an organization that creates solutions for better farming, has teamed up with OpenAI to launch Farmer.Chat. This new generative AI-driven assistant aims to help farmers boost their agricultural productivity. The AI chatbot, launched in India, brings great hope to the farming community in the country. Let’s explore the transformative potential of Farmer.Chat and […] The post OpenAI is Helping Indian Farmers Increase Crop Yields appeared first on Analytics Vidhya.
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
Analytics Vidhya
MAY 16, 2024
Introduction AI chatbots and assistants are transforming businesses across sectors these days by improving client relations and optimizing operations. They have become an indispensable part of the quickly changing digital sales landscape of 2024. These advanced tools are revolutionizing the way organizations interact with their customers by improving the effectiveness, speed, and quality of communications. […] The post 5 Best AI Chatbots to Increase Sales and Revenue in 2024 appeared first
Analytics Vidhya
MAY 17, 2024
Introduction In natural language processing (NLP), sequence-to-sequence (seq2seq) models have emerged as a powerful and versatile neural network architecture. These models excel at various complex tasks such as machine translation, text summarization, and dialogue systems, fundamentally transforming how machines understand and generate human language.
Analytics Vidhya
MAY 27, 2024
Introduction String matching in Python can be challenging, but Pregex makes it easy with its simple and efficient pattern-matching capabilities. In this article, we will explore how Pregex can help you find patterns in text effortlessly. We will cover the benefits of using Pregex, a step-by-step guide to getting started, practical examples, tips for efficient […] The post Python String Matching With Pregex appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 15, 2024
The office just got a new intern… and it’s a robot! At Google I/O 2024, Google introduced “AI Teammate,” an innovative feature powered by their Gemini AI technology. Designed for Google Workspace, AI Teammate promises to be a virtual co-worker, assisting with tasks and collaborating on projects. All About Google’s AI Teammate Imagine an intelligent […] The post Google Introduces ‘AI Teammate’ your New Virtual Coworker appeared first on Analytics Vidhya.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Analytics Vidhya
MAY 15, 2024
Introduction After building up so much hype around search engines, OpenAI released ChatGPT-4o, an upgraded iteration of the widely acclaimed ChatGPT-4 model that underpins its flagship product, ChatGPT. This refined version promises significant improvements in speed and performance, delivering enhanced capabilities across text, vision, and audio processing.
Analytics Vidhya
MAY 23, 2024
News at a Glance Meta is making strides in artificial intelligence (AI) with a new multimodal LLM named Chameleon. This model, based on early-fusion architecture, promises to integrate different types of information better than its predecessors. With this move, Meta is positioning itself as a strong contender in the AI world. Also Read: Ray-Ban Meta […] The post Meta’s Chameleon: A New Player in the Multimodal AI Race appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 13, 2024
OpenAI’s Spring Update event is abuzz with excitement as Chief Technology Officer Mira Murati revealed three new updates. Firstly, she announced the much-awaited GPT-4o, promising enhanced text, visual, and audio capabilities to ChatGPT. The second update revealed a desktop version of the model with an improved UI/UX design. Saving the best part for the end, […] The post GPT-4o: Free GPT-4 for All Unveiled in OpenAI’s Spring Update appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 10, 2024
Neuralink’s Malfunction!!! In recent news, Elon Musk’s neural technology company, Neuralink, conducted its first human trial of a brain chip on a 29-year-old man named Noland Arbaugh. However, an unexpected malfunction occurred, prompting the company to rectify the issue and share the experience. Neuralink Malfunction and Rectification Neuralink’s brain-computer interface was intended to capture neural […] The post Elon Musk’s Neuralink Confronts First Human Trial Malfunc
Speaker: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. ♻️ Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene
Analytics Vidhya
MAY 10, 2024
Introduction Do you have the experience and skills to get your dream job in companies like Bain & Company, BCG, or McKinsey but cannot pass the screening process with your current resume? If yes, then you are not alone! Want to know why you are unable to pass the first hurdle? These companies automate resume […] The post Build ATS Friendly Resume Using Overleaf and ChatGPT for Big 4s appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 1, 2024
Amazon Web Services (AWS) has created yet another wave in artificial intelligence (AI) with its new generative AI-powered assistant, Amazon Q. This new AI tool is launched in three variations – Q Developer, Q Business, and Q Apps – catering to the varied needs of businesses, developers, and app builders. Together, they aim to revolutionize […] The post Amazon Launches Generative AI-powered Assistant Amazon Q appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 17, 2024
Introduction Machine learning (ML) is rapidly transforming various industries. From healthcare to finance, its impact is profound. Companies leverage machine learning to analyze data, predict trends, and make informed decisions. Learning ML has become crucial for anyone interested in a data career. There are a plethora of digital learning platforms and resources available today to […] The post 6 Free University Courses to Learn Machine Learning appeared first on Analytics Vidhya.
Analytics Vidhya
MAY 6, 2024
As the race for dominance in the AI landscape intensifies, Microsoft is stepping into the ring with its latest venture, MAI-1. This in-house AI model signals Microsoft’s determination to assert its presence alongside industry giants like Google and OpenAI. Boasting an impressive 500 billion parameters, this new model promises to take AI development a leap […] The post Microsoft’s MAI-1: A New Competitor to AI Language Models from Google and OpenAI appeared first on Analytics Vi
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
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