Sat.Sep 07, 2024 - Fri.Sep 13, 2024

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From Cattle to Clarity: Visualizing Thousands of Data Pipelines with Violin Charts

DataKitchen

From Cattle to Clarity: Visualizing Thousands of Data Pipelines with Violin Charts Most data teams work with a dozen or a hundred pipelines in production. What do you do when you have thousands of data pipelines in production? How do you understand what is happening to those pipelines? Is there a way that you can visualize what is happening in production quickly and easily?

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A How-to Guide to Design an Enterprise GenAI Platform

Dataiku

As part of their global AI strategy, companies want to ensure they are at the forefront in developing and implementing cutting-edge technology. A large chunk of that AI strategy is to provide hundreds and thousands of employees with the tech stack to build and/or consume GenAI applications with proper governance and control. But what are the components of that state-of-the-art architecture?

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Elevating Data Integration: A Four-Tier Approach to Effective Data Preparation

Data Virtualization

Reading Time: 2 minutes In today’s data-driven landscape, the integration of raw source data into usable business objects is a pivotal step in ensuring that organizations can make informed decisions and maximize the value of their data assets. To achieve these goals, a well-structured. The post Elevating Data Integration: A Four-Tier Approach to Effective Data Preparation appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information

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The AI Blues

O'Reilly on Data

A recent article in Computerworld argued that the output from generative AI systems, like GPT and Gemini, isn’t as good as it used to be. It isn’t the first time I’ve heard this complaint, though I don’t know how widely held that opinion is. But I wonder: is it correct? And why? I think a few things are happening in the AI world. First, developers of AI systems are trying to improve the output of their systems.

Testing 154
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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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AI coding assistants wave goodbye to junior developers

CIO Business Intelligence

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. As AI assistants become better at writing code, CIOs and dev leaders will reshape their teams, focusing on AI specialists and senior developers to oversee AI-generated code, some IT leaders say.

Software 143
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The AWS Glue Data Catalog now supports storage optimization of Apache Iceberg tables

AWS Big Data

The AWS Glue Data Catalog now enhances managed table optimization of Apache Iceberg tables by automatically removing data files that are no longer needed. Along with the Glue Data Catalog’s automated compaction feature, these storage optimizations can help you reduce metadata overhead, control storage costs, and improve query performance. Iceberg creates a new version called a snapshot for every change to the data in the table.

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Top 5 Machine Learning APIs Practitioners Should Know

KDnuggets

Learn about machine learning APIs for datasets, models, web applications, free GPUs, and text, audio, and image generation.

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Leveraging Big Data and Analytics to Enhance Patient-Centered Care

Smart Data Collective

Big data technology has significantly changed the healthcare sector over the last few years and will continue to impact it for years to come.

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The critical role of a hybrid cloud architecture in ensuring regulatory compliance in financial services

Cloudera

Register for EVOLVE24 in Dubai (September 12, 2024) to hear from industry leaders on why hybrid solutions are essential for navigating an increasingly complex regulatory environment. A prominent global bank was thrust into the spotlight for all the wrong reasons. The institution was hit with a staggering fine – multiple billions – for failing to comply with new data protection regulations that ultimately led to a customer data breach.

Risk 52
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How to Automate Google Sheets?

Analytics Vidhya

Introduction Google Sheets is one of the most popular and widely used alternatives to Excel. Its collaborative environment offers features such as real-time editing, and version control, and its tight integration with Google Suite which allows you to call Google Sheets in Google Docs, helps to bring the best of the Google workspace. You can […] The post How to Automate Google Sheets?

Analytics 328
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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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Oracle updates Fusion Cloud CX with CDP, B2B buying features

CIO Business Intelligence

Oracle has updated its Unity Customer Data Platform (CDP) with new features to help enterprises improve customer experience and engagement, and optimize marketing spend. The latest updates made to Unity CDP — announced at the CloudWorld 2024 conference — are designed to offer marketers and sellers actionable account views that leverage customer intent data from marketing, sales, and service combined with finance, product usage, contract, and supply chain sources to help enterprises engage buy

B2B 145
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Get From Data To Decisions Faster With Our New Data, AI & Analytics Service

Srividya Sridharan

Data and AI leaders today must create business value from trusted data, build the foundation to scale AI, and cultivate a data-driven culture. To help them meet these challenges, Forrester is launching Forrester Decisions for Data, AI & Analytics. Learn more about this new service and how it can benefit your organization.

Analytics 116
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10 GitHub Repositories to Master Computer Vision

KDnuggets

The GitHub repository includes up-to-date learning resources, research papers, guides, popular tools, tutorials, projects, and datasets.

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GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Analytics Vidhya

Introduction OpenAI has released its new model based on the much-anticipated “strawberry” architecture. This innovative model, known as o1, enhances reasoning capabilities, allowing it to think through problems more effectively before providing answers. As a ChatGPT Plus user, I had the opportunity to explore this new model firsthand. I’m excited to share my insights on […] The post GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Modeling 318
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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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Oracle updates Fusion Cloud SCM with AI-based features

CIO Business Intelligence

Oracle is adding new user experience (UX) enhancements to its Fusion Cloud Supply Chain & Manufacturing (SCM) offering, the company announced at the CloudWorld 2024 conference. These enhancements, according to Natalia Rachelson, group vice president of Fusion Cloud Application, would help customers leverage AI to increase workforce productivity, expand visibility, accelerate processes, and prioritize the next best action to drive results.

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How ZS built a clinical knowledge repository for semantic search using Amazon OpenSearch Service and Amazon Neptune

AWS Big Data

In this blog post, we will highlight how ZS Associates used multiple AWS services to build a highly scalable, highly performant, clinical document search platform. This platform is an advanced information retrieval system engineered to assist healthcare professionals and researchers in navigating vast repositories of medical documents, medical literature, research articles, clinical guidelines, protocol documents, activity logs, and more.

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Cultural Change for Digital Transformation and Climate Change

Jen Stirrup

Digital transformation and climate change initiatives have similarities despite having different foci. Digital transformation focuses on integrating digital technologies into all business areas, fundamentally changing how the organisation operates and delivers value to customers. Climate change initiatives focus on reducing environmental impact and promoting sustainability.

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How to Access OpenAI o1?

Analytics Vidhya

Introduction Strawberry is out in the market!!! I hope this will be as fruitful as the recent advancements in artificial intelligence brought by other OpenAI’s latest models. We have been waiting for GPT-5 for so long, and now OpenAI has released its fact-checking and high reasoning model—OpenAI o1, with a code name of Strawberry. This […] The post How to Access OpenAI o1?

Modeling 316
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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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Oracle Fusion Cloud HCM gets AI-powered Dynamic Skills feature

CIO Business Intelligence

Oracle has updated its Fusion Cloud Human Capital Management ( HCM ) suite with a new AI-powered feature, dubbed Oracle Dynamic Skills. The Dynamics Skills feature within Fusion Cloud HCM is expected to help enterprises keep tabs on their current and future requirement of skills, said Natalia Rachelson, Oracle’s group vice president of Fusion Cloud Applications.

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Evaluating sample Amazon Redshift data sharing architecture using Redshift Test Drive and advanced SQL analysis

AWS Big Data

With the launch of Amazon Redshift Serverless and the various provisioned instance deployment options , customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Amazon Redshift workloads. Amazon Redshift is a widely used, fully managed, petabyte-scale data warehouse service. Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads.

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Data Sharing is Crucial for Smart Data-Driven Brands

Smart Data Collective

Data-driven decision-making is becoming more important, which means that companies need to share data with their partners more easily.

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o1: OpenAI’s New Model That ‘Thinks’ Before Answering Tough Problems

Analytics Vidhya

Have you heard the big news? OpenAI just rolled out preview of a new series of AI models – OpenAI o1 (also known as Project Strawberry/Q*). These models are special because they spend more time “thinking” before they give you an answer. That means they’re better at tackling really tough problems in areas like science, […] The post o1: OpenAI’s New Model That ‘Thinks’ Before Answering Tough Problems appeared first on Analytics Vidhya.

Modeling 292
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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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Salesforce unveils Agentforce to help create autonomous AI bots

CIO Business Intelligence

Salesforce today released Agentforce, a new suite of low-code tools aimed at helping enterprises build autonomous AI agents for sales, service, marketing, and commerce use cases. Agentforce, which has been in pilot phase for the past six months, combines three major Salesforce tools — Agent Builder, Model Builder, and Prompt Builder — to provide the necessary software development infrastructure to create these autonomous agents, according to the company.

Sales 143
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Migrate Delta tables from Azure Data Lake Storage to Amazon S3 using AWS Glue

AWS Big Data

Organizations are increasingly using a multi-cloud strategy to run their production workloads. We often see requests from customers who have started their data journey by building data lakes on Microsoft Azure, to extend access to the data to AWS services. Customers want to use a variety of AWS analytics, data, AI, and machine learning (ML) services like AWS Glue , Amazon Redshift , and Amazon SageMaker to build more cost-efficient, performant data solutions harnessing the strength of individual

Data Lake 102
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7 Free Cloud IDE for Data Science That You Are Missing Out

KDnuggets

Access a pre-built Python environment with free GPUs, persistent storage, and large RAM. These Cloud IDEs include AI code assistants and numerous plugins for a fast and efficient development experience.

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Mutable vs Immutable Objects in Python

Analytics Vidhya

Introduction Python is an object-oriented programming language (or OOPs). In my previous article, we explored its versatile nature. Due to this, Python offers a wide variety of data types, which can be broadly classified into mutable and immutable types. However, as a curious Python developer, I hope you also wonder how these concepts impact data. How is […] The post Mutable vs Immutable Objects in Python appeared first on Analytics Vidhya.

Analytics 282
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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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Oracle Fusion Data Intelligence gets Gen AI-powered developer assistant

CIO Business Intelligence

Oracle will be adding a new generative AI- powered developer assistant to its Fusion Data Intelligence service, which is part of the company’s Fusion Cloud Applications Suite, the company said at its CloudWorld 2024 event. Fusion Data Intelligence, which is an updated avatar of Fusion Analytics Warehouse, combines enterprise data, and ready-to-use analytics along with prebuilt AI and machine learning models to deliver business intelligence.

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Use Batch Processing Gateway to automate job management in multi-cluster Amazon EMR on EKS environments

AWS Big Data

AWS customers often process petabytes of data using Amazon EMR on EKS. In enterprise environments with diverse workloads or varying operational requirements, customers frequently choose a multi-cluster setup due to the following advantages: Better resiliency and no single point of failure – If one cluster fails, other clusters can continue processing critical workloads, maintaining business continuity Better security and isolation – Increased isolation between jobs enhances security and simplifi

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5 Hidden Gem Python Libraries for Data Science

KDnuggets

Exploring the not-so-famous data science libraries that can be useful in your data workflow.

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Top 11 YouTube Channels to Learn Tableau

Analytics Vidhya

Introduction Tableau is considered one of the most robust data visualization tools currently in use by companies and individuals globally for efficient data analysis and presentation. With its user-friendly interface and extensive features, Mastering Tableau can significantly improve your capacity to transform raw data into valuable insights. Luckily, numerous top-quality YouTube channels provide in-depth tutorials […] The post Top 11 YouTube Channels to Learn Tableau appeared first on Ana

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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.