Wed.May 01, 2024

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Data Speaks for Itself: Is Metadata Data?

TDAN

Well, of course, metadata is data. Our standard definition explicitly says that metadata is data describing other data. So why would I even ask this question in the article title?

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Decoding the Data Landscape: Dr. Kiran R on Data Science & Innovation

Analytics Vidhya

In this episode of Leading with Data, we’re joined by Dr. Kiran R, a distinguished leader in Applied ML and Data Science, who shares insights from his extensive experience at Microsoft, VMware, and beyond. With a Ph.D. from IIM Lucknow and an MBA from IIM Kozhikode, Dr. Kiran has led high-impact teams, earning accolades such […] The post Decoding the Data Landscape: Dr.

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Expectations vs. reality: A real-world check on generative AI

CIO Business Intelligence

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? Gen AI takes us from single-use models of machine learning (ML) to AI tools that promise to be a platform with uses in many areas, but you still need to validate they’re appropriate for the problems you want solved, and that your users know how to use gen AI effectively.

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Phi 3 – Small Yet Powerful Models from Microsoft

Analytics Vidhya

Introduction The Phi model from Microsoft has been at the forefront of many open-source Large Language Models. Phi architecture has led to all the popular small open-source models that we see today which include TPhixtral, Phi-DPO, and others. Their Phi Family has taken the LLM architecture a step forward with the introduction of Small Language […] The post Phi 3 – Small Yet Powerful Models from Microsoft appeared first on Analytics Vidhya.

Modeling 318
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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Google spurs US to ease immigration rules for tech talent

CIO Business Intelligence

In a plea for hiring relief, Google has sent the US Department of Labor an urgent appeal to amend US immigration laws to ease the hiring of foreign IT workers. On May 1, the tech titan submitted a lengthy response to the department’s request for information on modernizing Schedule A, a little-known immigration rule that fast-tracks the hiring of foreign workers in occupations facing pre-certified shortages in the US.

Marketing 125
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99% of Python Developers Don’t Know These Pandas Tricks!

Analytics Vidhya

Introduction While working with Pandas in Python, you may often notice that your code is slow, it uses too much memory, or it gets difficult to handle as your data grows larger. Any of these issues can lead to errors, long wait times for analysis, and limitations in processing bigger datasets. In this article, we […] The post 99% of Python Developers Don’t Know These Pandas Tricks!

Analytics 314

More Trending

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Amazon Launches Generative AI-powered Assistant Amazon Q

Analytics Vidhya

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 319
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Internet startup launches while embracing adoption

CIO Business Intelligence

When Brightspeed launched in 2022, the fiber broadband internet service had ambitious goals, acquiring a service territory encompassing more than 6.5 million locations in mainly rural and suburban communities in 20 U.S. states. As the Charlotte, North Carolina-based company planned its fiber build plan across its footprint, the company’s IT specialists realized that, with artificial intelligence (AI) emerging as the consummate transformative technology, Brightspeed needed to embrace adoption o

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3 Ways to Use Llama 3 [Explained with Steps]

Analytics Vidhya

Introduction The launch of Meta Llama 3 has taken the world by storm. A common question arising now, is how to use or access Llama 3? In this article, we will explore you through different platforms like Hugging Face, Perplexity AI, and Replicate that offer Llama-3 access. Join us as we explore how you can […] The post 3 Ways to Use Llama 3 [Explained with Steps] appeared first on Analytics Vidhya.

Analytics 316
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Avoid These 5 Common Mistakes Every Novice in AI Makes

KDnuggets

Top five mistakes made by AI beginners and practical tips to avoid them, along with an engaging "50-Day Challenge" that you cannot afford to miss.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Beyond Sora: Exploring Vidu AI’s Capabilities in Text-to-Video Creation

Analytics Vidhya

Introduction The world of content creation is undergoing a remarkable transformation with the emergence of artificial intelligence. Text-to-video generation, a technology that allows users to create videos from simple text descriptions, is at the forefront of this revolution. Until recently, generating high-quality videos required significant time, resources, and expertise.

Software 309
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Detect and handle data skew on AWS Glue

AWS Big Data

AWS Glue is a fully managed, serverless data integration service provided by Amazon Web Services (AWS) that uses Apache Spark as one of its backend processing engines (as of this writing, you can use Python Shell , Spark , or Ray ). Data skew occurs when the data being processed is not evenly distributed across the Spark cluster, causing some tasks to take significantly longer to complete than others.

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Veed.io: This AI Tool Will Help You Edit Videos Easily

Analytics Vidhya

Introduction We all dream of creating stunning videos for YouTube, Instagram, or other social media platforms but feel intimidated by complex video editing software. Well, no need to worry anymore! Veed.io is here to reshape your video editing experience. It’s a powerful online video editor allows you to create professional-looking videos entirely within your web […] The post Veed.io: This AI Tool Will Help You Edit Videos Easily appeared first on Analytics Vidhya.

Software 305
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Internet startup explodes while embracing adoption

CIO Business Intelligence

When Brightspeed launched in 2022, the fiber broadband internet service had ambitious goals, acquiring a service territory encompassing more than 6.5 million locations in mainly rural and suburban communities in 20 U.S. states. As the Charlotte, North Carolina-based company planned its fiber build plan across its footprint, the company’s IT specialists realized that, with artificial intelligence (AI) emerging as the consummate transformative technology, Brightspeed needed to embrace adoption o

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Is GPT2-Chatbot Actually GPT-5?

Analytics Vidhya

Since this weekend, everyone in the tech world has been buzzing about this new AI called ‘GPT2-Chatbot’ It just popped up out of nowhere, without any announcements or official documentation, naturally intriguing researchers and fans. There have even been speculations that it may be a pre-release of OpenAI’s much-awaited GPT-5. While people are trying to […] The post Is GPT2-Chatbot Actually GPT-5?

Analytics 303
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How generative AI will revolutionize supply chain 

IBM Big Data Hub

Unlocking the full potential of supply chain management has long been a goal for businesses that seek efficiency, resilience and sustainability. In the age of digital transformation, the integration of advanced technologies like generative artificial intelligence brings a new era of innovation and optimization. AI tools help users address queries and resolve alerts by using supply chain data, and natural language processing helps analysts access inventory, order and shipment data for decision-ma

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15 Ways to Use ChatGPT for SQL

Analytics Vidhya

Introduction Ever feel stuck when reports demand complex SQL queries? Here’s the perfect solution: combining classic SQL skills with the power of AI assistants like ChatGPT and Gemini. AI tools are here to bridge that gap and help you confidently write those queries. Let’s explore 15 examples of using ChatGPT for SQL! Overview of ChatGPT […] The post 15 Ways to Use ChatGPT for SQL appeared first on Analytics Vidhya.

Reporting 299
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3 New Prompt Engineering Resources to Check Out

KDnuggets

Check out these 3 recent prompt engineering resources to help you take your prompting game to the next level.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Google Launches Gecko Redefining Text Embedding Models

Analytics Vidhya

Google’s latest breakthrough in natural language processing (NLP), called Gecko, has been gaining a lot of interest since its launch. Unlike traditional text embedding models, Gecko takes a whole new approach by distilling knowledge from large language models (LLMs). Let’s learn more about how this AI model was developed and what it means for the […] The post Google Launches Gecko Redefining Text Embedding Models appeared first on Analytics Vidhya.

Modeling 298
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Improving the Delivery of Therapies in the Healthcare Market

Dataiku

In the newly released Season 2 of the Dataiku web series AI&Us , Episode 3 explores how AI is reshaping patient health interactions and engagement. Through cutting-edge algorithms and predictive analytics, this episode showcases how AI empowers healthcare professionals to provide improved patient care through accelerated disease detection and diagnostics and personalized treatment plans.

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Build a Winning Dream 11 Team Using Python and AI

Analytics Vidhya

Introduction The exponential rise of IPL in India has correlatively resulted in the growth of fantasy cricket in the country. In recent years, we have seen more and more people playing on platforms like Dream 11, My Circle, etc. every day. Dream11 is a fantasy sports app where you can create your fantasy team for […] The post Build a Winning Dream 11 Team Using Python and AI appeared first on Analytics Vidhya.

Analytics 287
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New Gartner Category Impacts Data Governance Professionals

TDAN

With the latest SEC developments lighting a fire under the feet of companies and their executives, data governance is increasingly a front-line imperative. The shift is dramatic, with firms now mandated to report material cybersecurity incidents promptly, a move that ties the knot even tighter between cybersecurity and data governance.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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8 Gemini Free Courses by Google to master it 

Analytics Vidhya

Introduction Google Gemini is one of the most popular chatbots around. And guess what? Google offers eight free lessons to help you become a Gemini pro! Whether you’re a tech enthusiast or a complete beginner, these courses cater to a wide range of learners, equipping you with the skills to leverage Gemini’s capabilities and unlock […] The post 8 Gemini Free Courses by Google to master it appeared first on Analytics Vidhya.

IT 288
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Master Data Match Rules

TDAN

As part of a master data management (MDM) implementation, a series of rules must be implemented to determine if two records refer to the same real-world entity that they represent. In the world of MDM, this is often referred to as the golden record, and master data match rules identify when two should become one.

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GPT-4 Aces Therapy Test: A Glimpse into the Future of Mental Health

Analytics Vidhya

Imagine your smartphone transforming into a supportive therapist, ready to lend an ear whenever needed. A new study investigates this exciting possibility. Researchers explored how AI, particularly LLMs like ChatGPT-4, Gemini, and Bing, compare to human psychologists in understanding emotions. They compared how these AI models and therapists responded to simulated therapy scenarios, focusing on […] The post GPT-4 Aces Therapy Test: A Glimpse into the Future of Mental Health appeared first

Testing 284
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A Step Ahead: IoT Data Characteristics — Seven Vs

TDAN

IoT (Internet of Things) incorporates many new and innovative technologies, such as sensors, smart devices, machine-to-machine communication, networking, advanced computing, and data analytics. One of the keys in the success of IoT is the data that flows underneath these technologies. Naturally, the IoT sensors and devices generate a huge amount of data automatically and continuously.

IoT 52
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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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10 celebri disastri provocati dall’intelligenza artificiale

CIO Business Intelligence

Nel 2017, The Economist ha dichiarato [in inglese] che i dati, alla pari del petrolio, sono diventati la risorsa più preziosa del mondo e, da allora, questo stesso ritornello è stato ripetuto più volte. Le aziende di tutti i settori hanno investito e continuano a investire pesantemente in dati e analisi. Ma, come il petrolio, i dati e le analisi hanno il loro lato oscuro.

Software 105
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The End of Agile – Part 4 (Lessons from Agile)

TDAN

In my first article, I laid out the basic premise for this series: an examination of how Agile has gone from the darling of the application development community to a virtual pariah that nobody wants to be associated with, and an exploration of the very important question of what we should replace it with.

IT 52
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How Fujitsu implemented a global data mesh architecture and democratized data

AWS Big Data

This is a guest post co-authored with Kanehito Miyake, Engineer at Fujitsu Japan. Fujitsu Limited was established in Japan in 1935. Currently, we have approximately 120,000 employees worldwide (as of March 2023), including group companies. We develop business in various regions around the world, starting with Japan, and provide digital services globally.

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Six Data Quality Dimensions to Get Your Data AI-Ready

TDAN

If you look at Google Trends, you’ll see that the explosion of searches for generative AI (GenAI) and large language models correlates with the introduction of ChatGPT back in November 2022.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.