Sat.Jun 22, 2024 - Fri.Jun 28, 2024

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Tap Into All Your Data's Senses: The Art of Multimodal ML

Dataiku

Discover real-world use cases where a multimodal machine learning approach is valuable (and how Dataiku's framework can help your team use this technique).

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Revolutionize Your Business Dashboards with Large Language Models

Cloudera

In today’s data-driven world, businesses rely heavily on their dashboards to make informed decisions. However, traditional dashboards often lack the intuitive interface needed to truly harness the power of data. But what if you could simply talk to your data and get instant insights? In the latest version of Cloudera Data Visualization , we’re introducing a new AI visual that helps users leverage the power of Large Language Models (LLMs) to “talk” to their data.

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5 Tips to Step Up Your Data Science Game Right Away

KDnuggets

This article intends to provide practical advice for becoming a better data scientist by focusing on five different areas of proficiency. Whether you are starting out, or looking to get grounded after years as a practitioner, jump in and elevate your game.

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Access Amazon Redshift data from Salesforce Data Cloud with Zero Copy Data Federation

AWS Big Data

This post is co-authored by Vijay Gopalakrishnan, Director of Product, Salesforce Data Cloud. In today’s data-driven business landscape, organizations collect a wealth of data across various touch points and unify it in a central data warehouse or a data lake to deliver business insights. This data is primarily used for analytical and machine learning purposes, but not easily accessible by the business users across Sales , Service , and Marketing teams to make data driven decisions.

Data Lake 105
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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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Healthcare’s long road to digitization gets an AI boost

CIO Business Intelligence

The University of Pennsylvania Health System had an enormous amount of anonymized patient data in its Penn Medicine BioBank, and SVP and CIO Michael Restuccia’s team saw an opportunity to use it to benefit the research hospital’s patients. “We had a conversation about how to take some of the innovation occurring in research around AI and deploy it in the clinics,” he says.

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Git Merge Guide

Analytics Vidhya

Introduction Git is a robust version control system that is frequently used in software development to monitor source code changes. The ability to merge branches is one of Git’s primary capabilities. This enables many developers to work on various features or fixes concurrently and subsequently integrate their contributions. In this article, we will explore Git […] The post Git Merge Guide appeared first on Analytics Vidhya.

Software 292

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The PPR Modeling Paradigm: Enhancing Automation with Semantic Description Models

Ontotext

In the ever-evolving field of automation, the need for sophisticated models to efficiently describe and manage complex tasks has never been greater. The PPR (Product, Process, Resources) modeling paradigm offers a robust framework to address this need, leveraging ontology-based semantic description languages to encode knowledge across various aspects of automation tasks [1].

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Should My Business Invest in Generative AI?

Smarten

Can Generative AI (GenAI) Help My Business? Whether you are in the business of technology, or an average citizen, there is no doubt you know about Artificial Intelligence (AI) and you have probably heard or read about the advances made in Generative AI (GenAI). According to Gartner business surveys, GenAI has become one of the most adopted and deployed technologies, and it is either in use in many industries and businesses, or it is in the works.

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How to Write Dynamic Takeaway Sentences inside Interactive Excel Dashboards

Depict Data Studio

I’m a big fan of takeaway text: for reports, for presentations, and even for interactive dashboards. Sometimes people think that takeaway text isn’t possible for dynamic dashboards in Excel. They worry that they’ll have to write each sentence by hand. False! In this video, you’ll learn about two ingredients: Concatenation : You’ll use the ampersand (&) to join the content from a few cells together.

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Similarity and Dissimilarity Measures in Data Science

Analytics Vidhya

Introduction Data Science deals with finding patterns in a large collection of data. For that, we need to compare, sort, and cluster various data points within the unstructured data. Similarity and dissimilarity measures are crucial in data science, to compare and quantify how similar the data points are. In this article, we will explore the […] The post Similarity and Dissimilarity Measures in Data Science appeared first on Analytics Vidhya.

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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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Data center design in the age of AI: Integrating AI with legacy Infrastructure

CIO Business Intelligence

In the age of artificial intelligence (AI), how can enterprises evaluate whether their existing data center design can fully employ the modern requirements needed to run AI? There are major considerations as IT leaders develop their AI strategies and evaluate the landscape of their infrastructure. This blog examines: What is considered legacy IT infrastructure?

Strategy 143
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7 Modern SQL Database you Must Know in 2024

KDnuggets

Explore the world of modern databases that are fast, secure, and cost-efficient, designed to tackle large-scale and diverse data challenges.

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Amazon DataZone announces custom blueprints for AWS services

AWS Big Data

Last week, we announced the general availability of custom AWS service blueprints , a new feature in Amazon DataZone allowing you to customize your Amazon DataZone project environments to use existing AWS Identity and Access Management (IAM) roles and AWS services to embed the service into your existing processes. In this post, we share how this new feature can help you in federating to your existing AWS resources using your own IAM role.

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Exploring Microsoft’s UDOP: Integrated DocumentAI

Analytics Vidhya

Introduction Microsoft Research has introduced a groundbreaking Document AI model called Universal Document Processing (UDOP), which represents a significant leap in AI capabilities. UDOP integrates text, image, and layout analysis in a single framework, enabling the understanding and generation of documents with unprecedented accuracy and efficiency.

Modeling 311
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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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AI success depends on a culture of innovation

CIO Business Intelligence

In 2001, Steve Jobs called it as big a deal as the PC and venture capitalist John Doerr said it might be bigger than the internet. What revolutionary technology were they referring to? The Segway. You know, the personal transport device that flopped in the marketplace and became synonymous with mall security guards. The fanfare around artificial intelligence (AI) today is even bigger than the lofty talk about the Segway over twenty years ago.

Risk 141
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Why You Should Learn SQL in 2024

KDnuggets

Learning SQL in 2024 is essential as it remains the most in-demand skill for data professionals, enabling efficient management and analysis of large datasets.

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Configure a custom domain name for your Amazon MSK cluster

AWS Big Data

Amazon Managed Streaming for Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. It runs open-source versions of Apache Kafka. This means existing applications, tooling, and plugins from partners and the Apache Kafka community are supported without requiring changes to application code.

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How to Make Stunning Radar Charts in plotly?

Analytics Vidhya

Introduction Radar charts, also referred to as spider plots or star plots, offer a distinctive method for visualizing multivariate data. Unlike traditional cartesian charts, which arrange axes linearly, radar charts position axes radially around a central point. This circular arrangement facilitates the comparison of multiple quantitative variables simultaneously across different categories or dimensions, making radar […] The post How to Make Stunning Radar Charts in plotly?

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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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MicroStrategy boosts HyperIntelligence with artificial intelligence

CIO Business Intelligence

MicroStrategy has added generative AI capabilities to HyperIntelligence, part of its One business intelligence platform, making it possible for workers to access data using natural language by asking questions from within any web application. The HyperIntelligence software uses a browser extension to turn keywords in web applications into pop-up “cards” containing key information that employees can consult on demand.

Sales 130
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Building Your First ETL Pipeline with Bash

KDnuggets

Bash is a good choice for ETL due to its simplicity, flexibility, automation capabilities, and interoperability with other CLI tools. Get more info on putting together your first ETL script using Bash mainstay components.

IT 101
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Chart Snapshot: Hex Cartograms

The Data Visualisation Catalogue

Also known as Tilegram, Hexmap Cartogram. A Hex Cartogram is a variation of the Mosaic Cartogram that uses hexagonal tiles instead of squares to make up the geographical regions. In a Hex Cartogram, each hexagonal tile represents a nominal unit from a particular variable (e.g. 1 hexagon = 1 million people). Hence, the number of hexagonal tiles assigned to a region is proportional to the data value assigned to that region.

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Revolutionizing Creative Sketch Generation with DCGAN

Analytics Vidhya

Introduction The domain of artificial intelligence has witnessed significant growth and expansion into creative sectors like sketching and doodling. In sketching, conventional AI approaches have mainly concentrated on imitating ordinary and real-life sketches. Still, recent developments in Generative Adversarial Networks (GANs) present an innovative perspective towards creative sketch production.

Analytics 309
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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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New trade body wants to license training data for AI use

CIO Business Intelligence

Seven companies that license music, images, videos, and other data used for training artificial intelligence systems have formed a trade association to promote responsible and ethical licensing of intellectual property. The issue has become a concern for builders of generative AI models and the enterprises that use them, as some data sets used in AI training have legally and ethically uncertain origins.

Risk 128
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Take Your Data Strategy to the Next Level With FAIR Analytics

Dataiku

In today’s modern analytics landscape, mere access to data is no longer adequate. For organizations aiming to fully leverage their data capabilities, the implementation of FAIR (Findable, Accessible, Interoperable, Reusable) Principles provides a robust framework that can significantly enhance the effectiveness of analytics strategies. While these principles serve as one of many guiding frameworks available, they offer a powerful structure for those looking to systematically improve their data e

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How To Speed Up Python Code with Caching

KDnuggets

This tutorial will teach you how to make Python function calls faster using cache decorators: functools.cache and functools.lru_cache.

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Guide to vLLM Using Gemma-7b-it

Analytics Vidhya

Introduction Everyone needs to have faster and reliable inference from the Large Language models. vLLM, a cutting-edge open source framework designed to simplify the deployment and management of large language models with very less throughput. vLLM makes your job easier by offering efficient and scalable tools for working with LLMs. With vLLM, you can manage […] The post Guide to vLLM Using Gemma-7b-it appeared first on Analytics Vidhya.

IT 302
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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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SAP publishes open source manifesto

CIO Business Intelligence

Manifesto is “more than a declaration of our current contributions; it’s a promise to continue driving open innovation and collaboration at a significant scale,” says SAP CTO. It arrives alongside the announcement of SAP’s Open Reference Architecture project as part of the EU’s IPCEI-CIS initiative. It’s an open secret that even proprietary software contains open source components these days, and major vendors are, to varying extents, supporting or participating in open source projects.

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Unparalleled Productivity: The Power of Cloudera Copilot for Cloudera Machine Learning

Cloudera

In the fast-evolving landscape of data science and machine learning, efficiency is not just desirable—it’s essential. Imagine a world where every data practitioner, from seasoned data scientists to budding developers, has an intelligent assistant at their fingertips. This assistant doesn’t just automate mundane tasks but understands the intricacies of your workflows, anticipates your needs, and dramatically enhances your productivity at every turn.

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Bringing Human and AI Agents Together for Enhanced Customer Experience

KDnuggets

Why investing in the successful collaboration of humans and AI agents is the key to unlocking the true potential of your customer support operations.

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What are SQL DCL(Data Control Language) Commands?

Analytics Vidhya

Introduction Data Control Language (DCL) commands are fundamental in SQL for managing access and permissions within the database. These commands allow database administrators to regulate data access for various users, ensuring security and effective data management. This article discusses the primary DCL commands, their purposes, and practical applications.

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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.