Tue.Aug 06, 2024

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What Data Challenges Are Keeping IT Leaders Up at Night?

Dataiku

The day-to-day headaches that enterprise analytics and IT leaders are faced with are not for the faint of heart. We’re talking about frustrations that cloud resources are not being used more efficiently, concerns over the amount of ungoverned analytics work being done on desktops, isolated and disparate workflows (not to mention the shocking number of tools that these various workflows take place in), and — last but absolutely not least — the juxtaposition of seeing the value in Generative AI im

IT 59
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Factorial Program in Python

Analytics Vidhya

Introduction Suppose for instance that you are cooking a meal that will have a certain taste that you desire if only the sequence of processes is followed as expected. Likewise, in mathematics and programming, getting factorial definition of a number requires a unique sequence of multiplication of a series of decrement positive integers. Factorials’ operation […] The post Factorial Program in Python appeared first on Analytics Vidhya.

Analytics 291
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Podcast: The Data Engineering Podcast With Tobias Macy

DataKitchen

Summary In this episode of the Data Engineering Podcast, host Tobias Macey welcomes back Chris Berg, CEO of DataKitchen, to discuss his ongoing mission to…

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Pandas vs Polars: A Comprehensive Comparison

Analytics Vidhya

Introduction Suppose that you are right in the middle of a data project, dealing with huge sets and attempting to find as many patterns as you can as quickly as possible. You grab for the usual data manipulation tool, but what if there is a best appropriate tool that will improve your work output? Switching […] The post Pandas vs Polars: A Comprehensive Comparison appeared first on Analytics Vidhya.

Analytics 281
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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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DataKitchen’s Data Quality TestGen found 18 potential data quality issues in a few minutes (including install time)!

DataKitchen

DataKitchen’s Data Quality TestGen found 18 potential data quality issues in a few minutes (including install time) on data.boston.gov building permit data! Imagine a free tool that you can point at any dataset and find actionable data quality issues immediately! It sure beats having your data consumers tell you about problems they find when you are trying to enjoy your weekend.

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This Research Paper on Dataset Diversity Won the ICML 2024 Best Paper Award

Analytics Vidhya

Introduction You know how we’re always hearing about “diverse” datasets in machine learning? Well, it turns out there’s been a problem with that. But don’t worry – a brilliant team of researchers has just dropped a game-changing paper that’s got the whole ML community buzzing. In the paper that recently won the ICML 2024 Best […] The post This Research Paper on Dataset Diversity Won the ICML 2024 Best Paper Award appeared first on Analytics Vidhya.

More Trending

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Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Analytics Vidhya

Introduction Picture this: You’re working on a cool project: a new app, website, or game. You want a place where you can not only store your code but also collaborate with others, keep track of changes, and maybe even show off your work to potential employers or developers. That’s where GitHub comes in! But it […] The post Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free appeared first on Analytics Vidhya.

Testing 273
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Aware of what tech debt costs them, CIOs still can’t make it an IT priority

CIO Business Intelligence

It’s among CIOs’ most persistent and underdiscussed challenges: embracing innovative technologies without losing sight of mounting — and potentially crippling — technical debt. Tech debt can take many forms — old applications, bloated code, and aging hardware among them — and while the issue often takes a back seat to innovation and new technology, it is on the minds of a lot of CIOs.

IT 141
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How Amazon GTTS runs large-scale ETL jobs on AWS using Amazon MWAA

AWS Big Data

The Amazon Global Transportation Technology Services (GTTS) team owns a set of products called INSITE (Insights Into Transportation Everywhere). These products are user-facing applications that solve specific business problems across different transportation domains: network topology management, capacity management, and network monitoring. As of this writing, GTTS serves around 10,000 customers globally on a monthly basis, managing the outbound transportation network.

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7 signs business stakeholders will sink your IT project

CIO Business Intelligence

IT projects fail at alarming rates — nearly 70% of them , according to project management tool provider TeamStage. Common factors of project failure are missed deadlines, blown budgets, or deliverables that fail to meet original objectives. CIOs and project managers understand these risks. They do everything they can on the IT side to address them. They pay keen attention to business requirements.

IT 134
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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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10 GitHub Repositories to Master Statistics

KDnuggets

Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.

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More brain drain from OpenAI to Anthropic as the co-founder makes the move

CIO Business Intelligence

OpenAI founder John Schulman has joined the list of departing OpenAI executives, making the move to Anthropic. But Schulman — and OpenAI CEO Sam Altman — went out of their way to be cordial and pleasant about the move, at least publicly. “This choice stems from my desire to deepen my focus on AI alignment, and to start a new chapter of my career where I can return to hands-on technical work,” Schulman said in a statement on X.

Strategy 126
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Build a real-time analytics solution with Apache Pinot on AWS

AWS Big Data

Online Analytical Processing (OLAP) is crucial in modern data-driven apps, acting as an abstraction layer connecting raw data to users for efficient analysis. It organizes data into user-friendly structures, aligning with shared business definitions, ensuring users can analyze data with ease despite changes. OLAP combines data from various data sources and aggregates and groups them as business terms and KPIs.

OLAP 87
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La mitad de las vacantes de empleo en IA no encontró candidatos con las habilidades necesarias

CIO Business Intelligence

A medida que las empresas comienzan a adoptar la inteligencia artificial (IA) en sus operaciones internas y externas, la demanda de perfiles especializados en esta tecnología y en datos se dispara. Así lo demuestra un informe elaborado por IndesIA en colaboración con Talent Hackers , que reveló que, de las cerca de 120.000 ofertas de empleo tecnológicas publicadas en 2023, un 24% (o 29.100 ofertas) estuvo relacionada con data e IA.

IoT 119
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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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Enrich, standardize, and translate streaming data in Amazon Redshift with generative AI

AWS Big Data

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it straightforward and cost-effective to analyze your data. Tens of thousands of customers use Amazon Redshift to process exabytes of data per day and power analytics workloads such as BI, predictive analytics, and real-time streaming analytics. Amazon Redshift ML is a feature of Amazon Redshift that enables you to build, train, and deploy machine learning (ML) models directly within the Redshift envir

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How genAI is transforming financial services

CIO Business Intelligence

By Michael Cullum, VP of Engineering at Bud Financial Generative AI (genAI) is a powerful tool that is transforming the financial industry and empowers financial services professionals. It makes banks more data-driven and insightful, enhancing decision-making; providing deeper insights; and achieving greater agility, personalized customer service, and automation.

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What AI Startups Need to Know About DEI

Smart Data Collective

DEI can be great for AI startups that are trying to improve inclusivity and get quality employees.

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El Consejo Superior de Deportes destinará 2,8 millones a la creación de una plataforma de TI y un ‘data lake’

CIO Business Intelligence

Con el objetivo de aprovechar todas las ventajas que ofrece la tecnología, el Consejo Superior de Deportes (CSD) ha anunciado la inversión de 2,84 millones de euros para crear una plataforma tecnológica que reúna en un mismo lugar todas las aplicaciones, soluciones y herramientas del organismo y para la puesta en marcha de un data lake , donde almacenar y compartir los datos del ecosistema deportivo.

Data Lake 118
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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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How to Use Hugging Face’s Datasets Library for Efficient Data Loading

KDnuggets

Harness the simplicity and effectiveness of Hugging Face's Datasets library to efficiently load datasets, regardless of their source

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Naturgy se actualiza con un nuevo sistema tecnológico de facturación y cobros

CIO Business Intelligence

En un tiempo récord de sólo nueve meses, la compañía de comercialización de energía Naturgy ha desplegado un nuevo sistema de facturación y cobros basado en inteligencia artificial (IA), que permite automatizar los procesos de negocio y maximizar la experiencia digital de sus clientes. Con la tecnología SAP S/4HANA for Energy & Utilities y la asesoría de IBM Consulting , la implantación de esta solución tecnológica avanzada se ha realizado con un 80% menos de código que la media de iniciati

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Masked Arrays in NumPy to Handle Missing Data

KDnuggets

Masked arrays in NumPy are specialized array structures that allow you to handle missing or invalid data efficiently. They are particularly useful in scenarios where you must perform computations on datasets containing unreliable entries.

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NxtGen: India’s cloud powerhouse

CIO Business Intelligence

When asked what enabled NxtGen to become the largest cloud services and solutions provider in India, A S Rajgopal, CEO, founder, and managing director, points to the pillars that guide the company’s operations: speed, security, simplicity, support, scalability, and sovereignty. He stresses that all are directly applicable to enterprises NxtGen serves in India and in its rapidly growing operations throughout Asia and the Middle East.

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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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Leveraging Simba Drivers and SDKs to Minimize Tech Debt

Jet Global

Tech debt is the price developers pay for quick fixes that require future rework. It’s inevitable—when deadlines loom, you focus on what’s most critical. In the short term, cutting corners keeps your release schedule intact and your applications seemingly smooth. But once the immediate pressure lifts, you’re left with the nagging awareness that your team will eventually face a significant rework—a technical debt casting a shadow over your daily tasks.

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Protecting your business from unforeseen outages: Lessons from the recent CrowdStrike incident

CIO Business Intelligence

The recent global outage at CrowdStrike, a leading cybersecurity firm, has sent shockwaves through the business community. As organizations increasingly rely on cloud-based services and cybersecurity solutions to protect their digital assets, the incident serves as a stark reminder of the vulnerabilities inherent in even the most robust systems. This article explores the lessons businesses can learn from the CrowdStrike outage and underscores the importance of proactive measures like performing

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Your Dataviz Icons: Too Big and Too Dark?

Depict Data Studio

If your boss doesn’t like your icons… they’re probably too big and too dark. Just like all your graphs, maps, and diagrams, your icons deserve some TLC, too. Icons can get cartoonish or steal the show if they’re not formatted well. [link] What’s Inside 0:00 Intro 0:31 This Case Study 1:47 Smaller Icons 2:14 Colored or Gray Icons 2:37 Review of the 4 Options 3:10 How to Insert New Icons 3:33 The Icon Menu in Word 4:21 Editing the Default Icons 5:26 Special Guest Tran

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The Data Turf Wars are Over, But the Metadata Turf Wars Have Just Begun

Cloudera

Over the past several years, data leaders asked many questions about where they should keep their data and what architecture they should implement to serve an incredible breadth of analytic use cases. Vendors with proprietary formats and query engines made their pitches, and over the years the market listened, and data leaders made their decisions. The most interesting thing about their choices is that, despite the millions of marketing dollars vendors spent trying to convince customers that the

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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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Citizen Data Scientists Can Partner With Data Scientists!

Smarten

A Citizen Data Scientist Initiative Can Optimize Data Scientists and Encourage a Data-Driven Culture! According to some estimates, the average salary of a Data Scientist in the United States is over $150,000 per year. If your business wishes to accommodate a ‘data-first’ strategy to improve metrics and measurable success and avoid guesswork and strategies that are based on opinion rather than fact, it can either employ a team of expensive professionals, or it can take a different approach.