Sat.Dec 28, 2024 - Fri.Jan 03, 2025

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Top 11 GenAI Powered Data Engineering Tools to Follow in 2025

Analytics Vidhya

What will data engineering look like in 2025? How will generative AI shape the tools and processes Data Engineers rely on today? As the field evolves, Data Engineers are stepping into a future where innovation and efficiency take center stage. GenAI is already transforming how data is managed, analyzed, and utilized, paving the way for […] The post Top 11 GenAI Powered Data Engineering Tools to Follow in 2025 appeared first on Analytics Vidhya.

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Network Security vs Cyber Security: What’s the Difference?

Edureka

In the current digital atmosphere, it is very important to understand the difference between network security vs cybersecurity for the proper protection of sensitive data. Though these are often used as identical terms to each other, they stress different aspects of security. Network security is basically concerned with the protection of the network infrastructure, which includes devices and connections, from unauthorized access and other forms of threats.

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5 Simple Projects to Start Today: A Learning Roadmap for Data Engineering

Towards Data Science

Start with 5 practical projects to lay the foundation for your data engineering roadmap.

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Simplicity in the Modern Data Stack

Confessions of a Data Guy

We have all come to live in the Modern Data Stack, and whether we like it or not, our lives are no longer as simple as they were in the days of SQL Server and SSIS. Things have changed A LOT. There are good and bad sides to that coin. The Modern Data Stack has […] The post Simplicity in the Modern Data Stack appeared first on Confessions of a Data Guy.

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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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What is Malvertising & How Do You Avoid It?

Edureka

One day, while surfing the web, you click on an ad for a Black Friday Sale. The moment you do, a security alert pops up with a warning that Your Computer may be Compromised. To fix the issue, it asks that you download an application. You would click on the link, thinking this could be a potential solution. The download page claims to have a solution to your problem, but in reality, it infects your computer with malware, which slows it down and compromises your data.

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10 GitHub Repositories to Master Math

KDnuggets

Learn math through roadmaps, courses, tutorials, Python frameworks for solving equations, guides, exercises, textbooks, and more.

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More Trending

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Guide to connecting to Excel files in ArcGIS Pro

ArcGIS

This blog provides step-by-step guidance to determine and use a silent install when configuring a driver to use Excel files in ArcGIS Pro. Learn More.

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How HP is optimizing the 3D Printing supply chain using Delta Sharing

databricks

Javier Lagares is a Principal Data Engineer at HP, where he leads the development of data-driven solutions for the 3D printing business. With.

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Getting Started with Building RAG Systems Using Haystack

KDnuggets

Retrieval augmented generation (RAG) is altering the way we use large language models, but building these systems can be hectic. In this article, you will learn how to build RAG systems using Haystack.

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Part 2: A Survey of Analytics Engineering Work at Netflix

Netflix Tech

This article is the second in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. Need to catch up? Check out Part 1. In this article, we highlight a few exciting analytic business applications, and in our final article well go into aspects of the technical craft.

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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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Data Engineering — ORM and ODM with Python

Towards Data Science

Manipulate database data leveraging an object-oriented programming paradigm Continue reading on Towards Data Science

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VulnWatch: AI-Enhanced Prioritization of Vulnerabilities

databricks

Every organization is challenged with correctly prioritizing new vulnerabilities that affect a large set of third-party libraries used within their organization. The sheer.

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10 Pandas One-Liners for Quick Data Quality Checks

KDnuggets

Want to run some quick data quality checks? Here are 10 pandas one-liners that'll come in handy.

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SUMX in Power BI: Comprehensive Guide to DAX Calculations

Edureka

Microsoft created Power BI , a quickly expanding business intelligence (BI) tool and data visualization program, to revolutionize how businesses use data analytics to address business issues. Power BI’s extensive modeling, real-time high-level analytics, and custom development simplify working with data. You will often need to work around several features to get the most out of business data with Microsoft Power BI.

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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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The Key to Smarter Models: Tracking Feature Histories

Towards Data Science

Capture context and improve predictions with historical data Continue reading on Towards Data Science

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Barr’s Top 5 Articles of 2024

Monte Carlo

Still reeling from the anarchic introduction of generative AI , 2024 saw the beginnings of a tectonic shift in how we manage, enable, and activate our data for business users. And that left a lot of things to write about. For anyone following the data space over the last year, I shared quite a few articles on the hot-button topics that got me excited, from the evolution of data quality to the maturation of self-service architecturesand a whole lot of AI.

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Job Hunting in 2025: What You Need to Know

KDnuggets

This is a quick shortlist to make sure youre ticking off the essentials for your job hunt in 2025.

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RxJS Operations in Angular

Edureka

Angular is a well-known front-end tool for making web apps that are both dynamic and reliable. Additionally, RxJS in Angular offers a full set of tools made to easily handle asynchronous processes and reactive programming. This combination enables developers to create efficient, responsive, and user-friendly applications that adhere to modern web standards.

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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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How I Built a Real-Time Weather Data Pipeline Using AWS—Entirely Serverless

Towards Data Science

Introduction Data Proposed Workflow AWS Cloud Components Collecting the Data (Lambda Function 1) Writing the Data to the Table (Lambda Function 2) Converting the data in CSV

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Snowflake External Functions with AWS Lambda: Sentiment Analysis

Cloudyard

Read Time: 2 Minute, 37 Second Snowflake continues to revolutionize the data world with its modern data platform, scalability, performance, and flexibility. One of its standout features is External Functions , which enable you to call external services directly from Snowflake SQL. In todays competitive market, understanding customer sentiment is key to enhancing customer experience.

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The Most Popular KDnuggets Articles of 2024

KDnuggets

Let's have a look at the most popular articles on KDnuggets this past year. How many have you read?

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Understanding Cardinality of Relationships in Power BI: A Complete Guide

Edureka

The Cardinality Of Relationships in Power BI plays an important role in defining the relationships between tables as part of the data modeling process. Proper data interpretation is made feasible with performance optimization, as well as highly accurate and efficient reports. Therefore, being well-versed in cardinality has been proven to facilitate the building of reliable models and significantly improve reporting efficiency.

BI 52
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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.

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Three AI Trends Developers Need to Know in 2025

Confluent

Continuing issues with hallucinations, the increased independence of agentic AI systems, and the greater usage of dynamic data sources, are three AI trends to monitor in 2025.

Systems 52
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Reflect network changes in diagrams

ArcGIS

In this article, we explain the different situations in which network diagrams automatically reflect network changes and those that require users to apply workflow to get changes included in your diagrams.

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Develop a Stand-out Data Science Portfolio with GitHub

KDnuggets

Improve your chances of getting noticed with these tips.

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Understanding Literals in Python: A Beginner’s Guide

Edureka

In the world of programming, just like how we rely on stable components in technology—such as reliable servers, consistent APIs, or robust frameworks—Python also has its own set of “constants” known as literals. Literals in Python are the direct representations of fixed values in your code. These could be numbers, strings, or even collections like lists.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Enhancing Event Success with Data Integration in Events and Real-Time Analytics

Hevo

Virtual events are central to business communication and audience engagement in this digital-first world. However, success in virtual events goes beyond hosting an online gathering.  A lot of the magic involves using the power of data integration and real-time analytics to create impact, boost engagement, and drive measurable results.

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DuckDB reading CSVs from S3.

Confessions of a Data Guy

Recently, I was working on a little learning around DuckDB and AWS Lambda, which included some work with S3. It had been some time since I had tried working with files in S3, and it was kinda clunky the last time I tried it, whether it was DuckDB’s fault or mine, I was unsure. It […] The post DuckDB reading CSVs from S3. appeared first on Confessions of a Data Guy.

AWS 100
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Robinhood Shares Selected December 2024 Month-To-Date Trading Volumes

Robinhood

Robinhood Markets, Inc. (Nasdaq: HOOD) today shared the following December 2024 Month-To-Date trading volumes. From Sunday, December 1st through Friday, December 27th: Equity Notional Trading Volumes were approximately $137 billion. Option Contracts Traded were approximately 150 million. Crypto Notional Trading Volumes were approximately $28 billion.

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No Holes in These SOX: How to Maintain Your Financial Data’s SOX Compliance

Monte Carlo

The SarbanesOxley Act of 2002 (SOX) is Uncle Sams not-so-gentle reminder that companies cant just wing it with their financial reportsand for tech leaders, that means those spreadsheets arent just someone elses problem. Every digit that shows up in your earnings now has to come from systems with a neat paper trail, airtight security, and provable integrity.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.