Thu.Aug 29, 2024

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Apache Spark’s Most Annoying Use Case

Confessions of a Data Guy

I still remember the good ole days when Apache Spark was fresh and hot, hardly anyone was using it, except a few poor AWS Glue and EMR users … Lord have mercy on their ragged souls. It’s funny how that GOAT of a tool went from being used by a few companies for extremely large […] The post Apache Spark’s Most Annoying Use Case appeared first on Confessions of a Data Guy.

AWS 147
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How to Translate Languages with MarianMT and Hugging Face Transformers

KDnuggets

Discover how to translate text quickly and accurately between languages with just a few simple steps using MarianMT.

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Pinot for Low-Latency Offline Table Analytics

Uber Engineering

Comments

85
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Demystifying Decision Trees for the Real World

KDnuggets

Discover how decision trees simplify complex choices and enhance data-driven decisions in real-world scenarios.

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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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Use Business Analyst’s Target Marketing Wizard to find customers in a new area

ArcGIS

Identify the most promising customers in a new area using the Business Analyst Target Marketing wizard and Esri's Tapestry Segmentation.

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Startup Spotlight: Genesis’ Co-Worker Agents Lend AI-Powered Assistance

Snowflake

Welcome to Snowflake’s Startup Spotlight, where we ask startup founders about the problems they’re solving, the apps they’re building and the lessons they’ve learned during their startup journey. In this edition, we’ll learn why the founders of Genesis , Matt Glickman and Justin Langseth, decided to take on the challenge of creating AI-powered assistants to run generative AI workloads in Snowflake, and why “Eliza” and “Stuart” might soon be joining your team meetings.

Cloud 63

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AWS Glue Architecture: Components, Working, and Alternatives

Hevo

AWS Glue is a fully managed serverless ETL service that simplifies preparing and loading data for analytics. But how does it work? To answer that question, we need to understand its architecture. In this blog, we will discuss the AWS Glue architecture so you can fully understand how it works and optimize your data better.

AWS 52
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Navigating Hazards of Out-of-the-Box Solutions

Elder Research

This article explores the benefits, limitations, and alternatives to out-of-the-box solutions, especially in the context of data science.

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Boomi vs Informatica: A Comprehensive Gartner-rated iPaaS Comparison for 2024

Hevo

Today’s world is all about data hence, choosing the right Integration Platform as a Service-or iPaaS-enterprises will further seek streamlined operations, better quality of data, and ease in connecting diverse systems. Among the leading iPaaS vendors, Boomi and Informatica have unique features and capabilities that would suit different enterprise needs.

Systems 52
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Gain an AI Advantage with Data Governance and Quality

Precisely

Key Takeaways Data quality ensures your data is accurate, complete, reliable, and up to date – powering AI conclusions that reduce costs and increase revenue and compliance. Data observability continuously monitors data pipelines and alerts you to errors and anomalies. Then, you can correct them before they’re introduced into an AI system. Data governance ensures AI models have access to all necessary information and that the data is used responsibly in compliance with privacy, security, and oth

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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5 Best Cloud Data Warehouses (Based on G2 Ratings)

Hevo

In today’s cloud-rich landscape, businesses are turning to data warehouses to store, manage, and analyze their data. As of 2024, over 65k companies use cloud data warehouses to enhance their data management and analytics capabilities.

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What are the Reactive Forms in Angular? – Explained With Examples

Edureka

Template-driven forms and Reactive Forms are two fundamental ways to build web application forms in Angular, a popular framework for building web applications. Both will produce similar results, but Angular Reactive Forms are the more comprehensive and scalable method for a form that is doing just about anything. The good, the bad, and the ugly: All too often, we hear that Angular Reactive Forms are better than template-driven ones.

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Quick Guide to the Snowflake Semantic Layer in 2024

Hevo

Snowflake is a cloud data warehouse that has taken the world by storm, establishing itself as one of the core technologies in the cloud era. Snowflake is a cross-cloud platform; you can run it on AWS, Azure, or GCP.

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A Comprehensive Introduction to Marketing Data Engineering

Towards Data Science

Fundamentals, responsibilities, and challenges Continue reading on Towards Data Science »

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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5 Best Cloud Data Warehouses (Based on G2 Ratings)

Hevo

In today’s cloud-rich landscape, businesses are turning to data warehouses to store, manage, and analyze their data. As of 2024, over 65k companies use cloud data warehouses to enhance their data management and analytics capabilities.

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Harness DevOps: A Comprehensive Guide with Best Practices

Edureka

A software delivery platform called Harness DevOps automates every step of the method, from code plan to production deployment. By combining automated testing, continuous delivery, and continuous integration, it seeks to enhance and streamline the event process. Teams will produce software more quickly and with fewer errors by utilizing Harness DevOps to automate tedious operations and provide real-time visibility into the discharge process.

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AWS Glue Data Quality: Implementation, Best Practices & Alternatives

Hevo

More than ever, organizations face increasing challenges in maintaining data quality as their data size and complexity grow exponentially. They must now rely on efficient tools and services to ensure data accuracy, integrity, and anomalies-free. Quality data is essential for deriving accurate insights and making informed decisions.

AWS 40
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What is a DevOps Pipeline and How to Build One?

Edureka

In DevOps, a pipeline is crucial since it allows manual development and speeds up the deployment process. The processes used in CI/CD within DevOps projects earn faster and more constant releases. This tutorial focuses on the phases and elements and provides tips about the construction and management of the DevOps pipeline. What Is a Pipeline in DevOps?

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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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Top Prompt Engineering Tools for 2024

Edureka

The general development of AI has been in progress since the concept of prompt engineering tools was put into practice. This adjusts the AI outputs concerning the produced content to other levels of appropriateness for different uses. That said, after organizations and persons adopted AI to enrich their experience, the push to prompt engineering in 2024 matters.

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DevOps Tech Stack: The Ultimate Guide to Tools and Best Practices

Edureka

A collection of technologies and tools called the DevOps tech stack is meant to automate the software development process. It mixes operations (Ops) and development (Dev) to extend teamwork and productivity in software development teams. Teams will achieve a quicker time-to-market for their apps, enhance deployment frequency, and optimize operations by leveraging the DevOps Stack.

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React Compiler: Everything You Need to Know

Edureka

Technology has always been used to make processes easy. React is a technology that helps create sophisticated user interfaces. Like other UI development technologies, React has different versions. React 18 has been around for two years, and it’s time to get into React 19, the latest version. The latest React version comes with innovative developments in the React compiler.

Coding 40
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What are the Reactive Forms in Angular? – Explained With Examples

Edureka

Template-driven forms and Reactive Forms are two fundamental ways to build web application forms in Angular, a popular framework for building web applications. Both will produce similar results, but Angular Reactive Forms are the more comprehensive and scalable method for a form that is doing just about anything. The good, the bad, and the ugly: All too often, we hear that Angular Reactive Forms are better than template-driven ones.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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What is a Data Engineer? – A Comprehensive Guide

Edureka

The responsibilities of a data engineer imply that the person in this role designs, creates, develops, and maintains systems and architecture that allow them to collect, store, and interpret data. Hence, the systems and architecture need a professional who can keep the data flow from source to destination clean and eliminate any bottlenecks to enable data scientists to pull out insights from the data and transform it into data-driven decisions.

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Data Engineer Salary in 2024

Edureka

Data engineering is a core branch pertaining to big data and analytics — an area focusing on the creation of scalable and optimizable pipelines for data. Data engineers have been in demand more than ever these days as companies realize the importance of making decisions based on data, rather than pure intuition and gut feeling. With the demand and necessary technical experience which goes into preparing a data engineer, pursuing salaries of people have followed suit across the world.

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Time Series Forecasting: Mastering Techniques and Applications

Edureka

Time series forecasting is a powerful tool that allows us to predict future data points by analyzing trends, patterns, and seasonal variations in historical data. Whether you’re looking to anticipate sales, forecast stock prices, or predict weather patterns, mastering time series forecasting techniques can provide valuable insights and improve decision-making.

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Data Science Modeling: Key Steps and Best Practices

Edureka

In data science, modeling is the process of utilizing data to make mathematical representations of real-world processes. Algorithms are used to data at this critical stage of the info science pipeline to seek out patterns, forecast outcomes, or obtain insights. Data scientists will use data-driven evidence to unravel complicated issues and make well-informed judgments by creating models.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.