Sat.Sep 30, 2023 - Fri.Oct 06, 2023

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The dark arts of digital transformation — and how to master them

CIO Business Intelligence

Resistance to digital transformation comes in many forms. And sometimes it takes a wizard — or a CIO with a satchel of magic tricks — to overcome them. You’ll need to persuade employees and middle management to leave their comfort zones and change how they operate. You may find yourself stuck in bureaucratic quagmires or be forced to battle a ‘not built here’ mindset.

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Data Teams and Their Types of Data Journeys

DataKitchen

Data Teams and Their Types of Data Journeys In the rapidly evolving landscape of data management and analytics, data teams face various challenges ranging from data ingestion to end-to-end observability. This comprehensive article delves into the complexities encountered by various types of data teams—Data Ingestion Teams, End-to-End Data Product Teams, and Enterprise Data Enablement Teams—to name a few.

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4 reasons why gen AI projects fail

CIO Business Intelligence

In June, New Zealand supermarket chain Pak’nSave released the Savey Meal-Bot, a gen AI tool that lets users upload a list of ingredients they have, and then the bot would come up with recipes they could try. It was billed as a way for shoppers to save money because New Zealanders throw out around NZ$1,500 of food every year. Despite a warning that users had to be over 18, no humans reviewed the recipes, and only food items should be entered into the chatbot, people went rogue, and by August, the

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7 Steps to Mastering Natural Language Processing

KDnuggets

Want to learn all about Natural Language Processing (NLP)? Here is a 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.

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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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The Buyers Guide for Analytics and Data Classifies and Rates Vendors

David Menninger's Analyst Perspectives

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Analytics and Data Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the real-world criteria incorporated in a request for proposal to Analytics vendors supporting the spectrum

Analytics 147
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Mastering Transfer Learning: A Rock-Paper-Scissors Case Study

Analytics Vidhya

Introduction In the world of artificial intelligence, imagine a learning technique that enables machines to build upon their existing knowledge and tackle new challenges with expertise. This unique technique is called transfer learning. In recent years, we’ve witnessed an expansion in the capabilities and applications of generative models. We can use transfer learning to simplify […] The post Mastering Transfer Learning: A Rock-Paper-Scissors Case Study appeared first on Analytics Vi

Modeling 357

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Elevate Your Search Engine Skills with Uplimit’s Search with ML Course!

KDnuggets

Elevate Your Search Engine Skills! Join Uplimit's SearchML Course now for a 4-week deep dive into machine learning and search. Boost rankings, enhance retrieval, and build with OpenSearch. Enroll today and level up with expert guidance!

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The Buyers Guide for Augmented Analytics Classifies and Rates Vendors

David Menninger's Analyst Perspectives

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Augmented Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the real-world criteria incorporated in a request for proposal to Analytics and Data vendors supporting the

Analytics 285
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Decoding Customer Care Sentiments: Comprehensive Audio Analysis Guide

Analytics Vidhya

Introduction In today’s business world, customer care service plays an important role in ensuring loyalty and customer satisfaction. Understanding and analyzing the sentiments expressed during interactions can help enhance the quality of customer care. Sentiment analysis on customer care audio data acts as a powerful tool for achieving this goal. In this comprehensive guide, we […] The post Decoding Customer Care Sentiments: Comprehensive Audio Analysis Guide appeared first on Analytics Vi

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Skilled IT pay defined by volatility, security, and AI

CIO Business Intelligence

Last quarter was one of the most volatile for cash pay premiums for IT skills and certifications in the last three years, according to Foote Partners. Almost one-third of the 682 non-certified IT skills and 614 IT certifications they track changed in value — and for certifications, those changes, more often than not, were downward. This volatility can make it hard for IT workers to decide where to focus their career development efforts, but there are at least some areas of stability in the marke

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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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Getting Started with Google Cloud Platform in 5 Steps

KDnuggets

Explore the essentials of Google Cloud Platform for data science and ML, from account setup to model deployment, with hands-on project examples.

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Analytics and Data Buyers Guide 2023: Market Observations

David Menninger's Analyst Perspectives

The 2023 Ventana Research Buyers Guide for Analytics and Data research enables me to provide observations about how the market has advanced.

Marketing 296
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Top 10 AI Video and Image Denoise Software

Analytics Vidhya

Introduction When shooting in low light with a camera at high ISOs, it is common to capture moments with significant noise. Finding the right balance between enhancing the photos’ details and eliminating the noise is crucial. Using the right tool enables reducing the noise of the images while preserving the minute details. With AI denoise […] The post Top 10 AI Video and Image Denoise Software appeared first on Analytics Vidhya.

Software 335
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7 sins of software development

CIO Business Intelligence

Software development is a challenging discipline built on millions of parameters, variables, libraries, and more that all must be exactly right. If one character is out of place, the entire stack can fall. And that’s just the technical part. Opinionated programmers, demanding stakeholders, miserly accountants, and meeting-happy managers mix in a political layer that makes a miracle of any software development work happening at all.

Software 134
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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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Managing Seasonal Fluctuations in Retail with Analytics

Smart Data Collective

Data analytics technology has helped retail companies optimize their business models in a number of ways. One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. There are inevitable ups and downs that every industry experiences, and recognizing these ebbs and flows can fundamentally impact your business.

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Augmented Analytics Buyers Guide 2023: Market Observations

David Menninger's Analyst Perspectives

The 2023 Ventana Research Buyers Guide for Augmented Analytics research enables me to provide observations about how the market has advanced.

Marketing 280
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Introduction to HNSW: Hierarchical Navigable Small World

Analytics Vidhya

Introduction AI innovation is happening at breakneck speed. One of the frontiers of this innovation is the vector search engines. What are these search engines, you ask? In simple terms, they help in training large language models (LLMs) by going through large datasets and picking out what’s relevant. Now, there are many different ways in […] The post Introduction to HNSW: Hierarchical Navigable Small World appeared first on Analytics Vidhya.

Modeling 337
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What a quarter century of digital transformation at PayPal looks like

CIO Business Intelligence

If there’s a company that can boast being 100% digital native, it’s PayPal, the platform that allows companies and consumers to send and receive digital payments in a secure, comfortable and profitable way. Since 1998, the brand has evolved and grown in step with technology, and today, the size of its network and consumer use has made it a household name in digital payment systems.

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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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RN Coders Can Improve Hospital Data Strategies

Smart Data Collective

Healthcare providers are investing more heavily in big data technology, as they strive to deal with growing challenges such as declining operating margins and an increasingly complex regulatory environment. However, many healthcare providers lack the technology or knowledge to use data prudently. One study found that 56% of hospitals do not have any data analytics or governance strategies.

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Fresh Ideas for Data Governance Professionals

TDAN

As a frequent reviewer of data and strategy books, I am always interested in understanding authors’ perspectives on data governance. Two recent books have ideas that are worthy of data governance professionals: “Rewired” by Eric Lamarre, Kate Smaje, and Rodney W. Zemmel; and “Data Is Everybody’s Business” by Barbara H. Wixom, Cynthia M.

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Top 5 Data Analytics Certifications

Analytics Vidhya

Introduction In our era of data supremacy, the ability to decipher the language of numbers and extract meaningful insights has never been more valuable. Data analytics has transcended being just a buzzword; it has become an indispensable tool across industries, steering businesses toward success and innovation. A Data Analytics Certification is your compass to stand […] The post Top 5 Data Analytics Certifications appeared first on Analytics Vidhya.

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CBRE’s Sandeep Davé on accelerating your AI ambitions

CIO Business Intelligence

Sandeep Davé knows the value of experimentation as well as anyone. As chief digital and technology officer at CBRE, Davé recognized early that the commercial real estate industry was ripe for AI and machine learning enhancements, and he and his team have tested countless use cases across the enterprise ever since. And those experiments have paid off.

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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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From “Text Analytics” to “Text and Document Mining and Analytics Platforms”

Boris Evelson

Text analytics is a peculiar software market segment. Vendors typically have a main offering that heavily relies on text mining and analytics, but they rarely position themselves explicitly as “text analytics platforms.

Analytics 114
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The Quest for Model Confidence: Can You Trust a Black Box?

KDnuggets

This article explores strategies for evaluating the reliability of labels generated by Large Language Models (LLMs). It discusses the effectiveness of different approaches and offers practical insights for various applications.

Modeling 122
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Mastering Style Transfer: Transforming Images with Artistic Flair

Analytics Vidhya

Introduction A powerful means of expression is an art that captivates our senses and stirs our emotions. In this advanced era of generative artificial intelligence (AI), a new avenue has emerged to blend the realms of creativity and technology. One exciting and trending application of generative AI is style transfer, a technique that allows us […] The post Mastering Style Transfer: Transforming Images with Artistic Flair appeared first on Analytics Vidhya.

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What is a business analyst? A key role for business-IT efficiency

CIO Business Intelligence

What is a business analyst? Business analysts (BAs) are responsible for bridging the gap between IT and the business using data analytics to assess processes, determine requirements, and deliver data-driven recommendations and reports to executives and stakeholders. BAs engage with business leaders and users to understand how data-driven changes to process, products, services, software, and hardware can improve efficiencies and add value.

IT 128
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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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Apache Iceberg optimization: Solving the small files problem in Amazon EMR

AWS Big Data

In our previous post Improve operational efficiencies of Apache Iceberg tables built on Amazon S3 data lakes , we discussed how you can implement solutions to improve operational efficiencies of your Amazon Simple Storage Service (Amazon S3) data lake that is using the Apache Iceberg open table format and running on the Amazon EMR big data platform.

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3 Data Science Projects Guaranteed to Land You That Job

KDnuggets

Imagine you’re allowed to do only three data science projects. Which should you choose to guarantee you get the job? Here’s my choice!

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Building Invoice Extraction Bot using LangChain and LLM

Analytics Vidhya

Introduction Before the large language models era, extracting invoices was a tedious task. For invoice extraction, one has to gather data, build a document search machine learning model, model fine-tuning etc. The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model. The large language model […] The post Building Invoice Extraction Bot using LangChain and LLM appeared first on Analytics Vidhya.

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ST Engineering showcases applications of new technologies to stay ahead of disruption

CIO Business Intelligence

The advent of new technologies has accelerated the rate of innovation and disrupted the business landscape as we know it. As the pace of innovation speeds up, tomorrow’s front runners are those who readily embrace disruptive technologies to spearhead new business models and capture new avenues of growth. The good news is that many organisations are cognisant of the key role that new technologies play.

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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.