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The Data-Information-Knowledge-Wisdom Pyramid

Analytics Vidhya

Introduction In today’s information age, data is king. This is where the DIKW, or Data-Information Knowledge Wisdom Pyramid, comes in. The DIKW Pyramid is a robust framework that helps […] The post The Data-Information-Knowledge-Wisdom Pyramid appeared first on Analytics Vidhya.

Analytics 290
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KL Divergence: The Information Theory Metric that Revolutionized Machine Learning

Analytics Vidhya

Introduction Few concepts in mathematics and information theory have profoundly impacted modern machine learning and artificial intelligence, such as the Kullback-Leibler (KL) divergence. This powerful metric, called relative entropy or information gain, has become indispensable in various fields, from statistical inference to deep learning.

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Document Information Extraction Using Pix2Struct

Analytics Vidhya

Introduction Document information extraction involves using computer algorithms to extract structured data (like employee name, address, designation, phone number, etc.) The extracted information can be used for various purposes, such as analysis and classification.

Algorithm 283
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Decoding Glassdoor: NLP-driven Insights for Informed Decisions

Analytics Vidhya

Introduction In today’s challenging job market, individuals must gather reliable information to make informed career decisions. Glassdoor is a popular platform where employees anonymously share their experiences. However, the abundance of reviews can overwhelm job seekers.

Analytics 297
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Get Better Network Graphs & Save Analysts Time

Adding entity resolution drastically reduces the time analysts spend extracting relevant information and insights from graph databases. For example, instead of a graph with six related nodes, you get a resolved graph that condenses six nodes into one person.

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Bridging Bits and Bytes: Navigating the World of Information Compression

Analytics Vidhya

This article embarks on a journey through the intricacies of advanced information compression, seeking to demystify complexities. Bits and bytes, the fundamental components of digital […] The post Bridging Bits and Bytes: Navigating the World of Information Compression appeared first on Analytics Vidhya.

Analytics 249
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OpenAI’s GPT-4 Turbo is Here with Information up to December 2023

Analytics Vidhya

This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.

AI 290
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2021 State of Analytics: Why Users Demand Better

Hanover Research recently conducted a survey that investigates the role of analytics from the perspective of knowledge workers, people who handle or use information as part of their jobs. But what do users really want?

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New Study: 2018 State of Embedded Analytics Report

Why do some embedded analytics projects succeed while others fail? We surveyed 500+ application teams embedding analytics to find out which analytics features actually move the needle. Read the 6th annual State of Embedded Analytics Report to discover new best practices. Brought to you by Logi Analytics.

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

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5 Early Indicators Your Embedded Analytics Will Fail

Many application teams leave embedded analytics to languish until something—an unhappy customer, plummeting revenue, a spike in customer churn—demands change. But by then, it may be too late. In this White Paper, Logi Analytics has identified 5 tell-tale signs your project is moving from “nice to have” to “needed yesterday.".

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How to Package and Price Embedded Analytics

Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.

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The Hitchhiker’s Guide to Embedded Analytics – 4 Mission-Critical Steps to Take on Your Analytics Journey

Based on insights derived from industry professionals, this e-book uses first-hand experiences to help inform your analytics strategy. If you’ve been wondering how to invest in analytics, this research-based guide will take you through the 4 steps to finding the right solution for your application that will drive the most value.