Knowledge Hut
DECEMBER 27, 2023
What will be the key skills for a software engineer in 2024? The top software developers stand out from the crowd thanks to their extensive technical skills as software engineers. These experts are well-versed in programming languages, have access to databases, and have a broad understanding of topics like operating systems, debugging, and algorithms.
Data Engineering Podcast
DECEMBER 24, 2023
Summary Kafka has become a ubiquitous technology, offering a simple method for coordinating events and data across different systems. Operating it at scale, however, is notoriously challenging. Elad Eldor has experienced these challenges first-hand, leading to his work writing the book "Kafka: : Troubleshooting in Production" In this episode he highlights the sources of complexity that contribute to Kafka's operational difficulties, and some of the main ways to identify and mitigate
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KDnuggets
DECEMBER 28, 2023
Discover a collection of best books to start your data career or master a new skill, all for free!
Confessions of a Data Guy
DECEMBER 24, 2023
It’s true, even if you don’t want it to be. SparkSQL is destroying your data pipelines and possibly wreaking havoc on your entire data team, infrastructure, and life. In your heart of hearts, you’ve probably known it for years. With great power comes great responsibility. We all know that even us Data Engineers are human […] The post SparkSQL is Destroying your Pipelines appeared first on Confessions of a Data Guy.
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
Waitingforcode
DECEMBER 26, 2023
I must admit it, if you want to catch my attention, you can use some keywords. One of them is "stream". Knowing that, the topic of my new blog post shouldn't surprise you.
Seattle Data Guy
DECEMBER 27, 2023
It’s that time of year again. When data leaders, VPs and Directors need to start planning out their data roadmap. Of course, this brings up an important question, how should you start planning out your data roadmap? Especially if you’re data team has found itself stuck in the data service trap. Simply providing data and… Read more The post How To Plan To Data Roadmap For 2024 – Elevating Your Data Strategy appeared first on Seattle Data Guy.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
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Confessions of a Data Guy
DECEMBER 29, 2023
The post SQL Bad, Reddit Mad appeared first on Confessions of a Data Guy.
Knowledge Hut
DECEMBER 29, 2023
Managing s uccessful p rojects i n diverse areas such as construction , IT, banking , research and product development or in the field of health and service industry requires adoption of best practices that are pan-geographical. Post-COVID, the world is slowly recovering emotionally and economically, and what is needed are robust recovery measures such as project management best practices that will hasten up this recovery and help make things normal again.
Hevo
DECEMBER 29, 2023
MySQL replication, specifically, MySQL master slave replication plays a vital role in ensuring data availability by enabling simultaneous copying and replication of data between servers. The MySQL master slave replication proves indispensable for data recovery, offering a reliable backup solution in the face of catastrophes or hardware failures.
KDnuggets
DECEMBER 29, 2023
The year of Generative AI - let’s go through what happened in the past 12 months.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Towards Data Science
DECEMBER 24, 2023
My learnings from Databricks customer engagements Figure 1: a technical diagram of how to write apache spark. Image by author. After working with ~15 of the largest retail organizations for the past 18 months, here are the Spark tips I commonly repeat. Throughout this post, we assume a general working knowledge of spark and it’s structure, but this post should be accessible to all levels of spark.
Knowledge Hut
DECEMBER 29, 2023
Right before our eyes, IT project management has turned from a few basic principles into an industry. Today it has its own methodologies, software tools, and development trends. Basically, this field evolves together with the whole IT industry. In this article, we have lined up this year’s trends about project management in IT and want to share them with you.
Hevo
DECEMBER 26, 2023
Databases are the cornerstone of almost all business projects. As a result, organizations should focus on designing superior databases to meet the objectives of projects without losing direction. Failing to do so may cost time, money, and can put the whole project in jeopardy.
KDnuggets
DECEMBER 27, 2023
Discover a collection of top courses to launch your dream career or master a new skill, all for free!
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Towards Data Science
DECEMBER 23, 2023
Modern data warehousing and Machine Learning Continue reading on Towards Data Science »
Knowledge Hut
DECEMBER 29, 2023
Front-end development, or client-side development, involves building the User Interface (UI) of a website or a web application, that determines how every part of a website will look and how it will work. The UI includes the visual part of the application and the user interactions. Whatever you see when you visit a website - the different types of buttons and other UI components, media, texts, forms, animations, etc. are all developed as a part of the front-end.
Hevo
DECEMBER 26, 2023
Data is now considered to be one of the most valuable assets of any organization. It makes transactions within a business easier and facilitates a smooth flow of operations. Data is also a key decision-making tool as organizations are relying on evidence-based decision-making more than ever before.
KDnuggets
DECEMBER 26, 2023
Kickstart your 2024 with KDnuggets Back to Basics Data Science pathway!
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Precisely
DECEMBER 28, 2023
The concept of streaming data was born of necessity. Today’s hypercompetitive global business environment calls for agility and intelligence. More than ever, advanced analytics, ML, and AI are providing the foundation for innovation, efficiency, and profitability. But insights derived from day-old data don’t cut it. Many scenarios call for up-to-the-minute information.
Knowledge Hut
DECEMBER 29, 2023
The market for analytics is flourishing, as is the usage of the phrase Data Science. Professionals from a variety of disciplines use data in their day-to-day operations and feel the need to understand cutting-edge technology to get maximum insights from the data, therefore contributing to the growth of the organization. In addition, there are professionals who want to remain current with the most recent capabilities, such as Machine Learning, Deep Learning, and Data Science, in order to further
Hevo
DECEMBER 27, 2023
Integrating APIs with SQL Server not only streamlines data flow but also enhances the functionality and versatility of SQL Server, providing a dynamic platform for real-time data updates and interactions.
Workfall
DECEMBER 26, 2023
Reading Time: 14 minutes In the evolving landscape of AI-driven innovation, crafting compelling narratives has reached new heights with the power of Generative AI, and Amazon SageMaker stands as a pivotal platform for realizing this potential. This hands-on exploration will guide you through harnessing the capabilities of Generative AI, specifically the GPT-2 model, to craft engaging stories from incomplete sentences using Amazon SageMaker Studio.
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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
Data Engineering Weekly
DECEMBER 24, 2023
RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Visit rudderstack.com to learn more. Sanjeev Mohan: Unveiling the Crystal Ball: 2024 Data and AI Trends Sanjeev & Rajesh, as usual, share their excellent observations about data & AI industry trends.
Knowledge Hut
DECEMBER 29, 2023
You can advance in your scrum master profession and obtain more qualifications by taking certified courses. When it comes to going for a certification, one of the prominent queries is the scrum master certification cost. But then taking a course has its own perks, your income potential grows while you improve team engagement, encourage team members to take responsibility and use Scrum and Agile with more than one team.
Hevo
DECEMBER 26, 2023
Due to Spring Framework’s rich feature set, developers often face complexity while configuring Spring applications. To safeguard developers from this tedious and error-prone process, the Spring team launched Spring Boot as a useful extension of the Spring framework. Spring Boot eliminates the excessive configuration work by automating the decision-making tasks involved in Spring applications.
Edureka
DECEMBER 27, 2023
As a fast-evolving field, cybersecurity has become more and more complex, and certifications in the field provide a structured way for people to demonstrate their expertise and acquire specialized knowledge. All the more reason for those who are interested in pursuing a career in the IT security field, it is important to choose the best certification by comparing CEH Vs CISSP certification.
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!
Data Engineering Weekly
DECEMBER 25, 2023
Welcome to another insightful edition of Data Engineering Weekly. As we approach the end of 2023, it's an opportune time to reflect on the key trends and developments that have shaped the field of data engineering this year. In this article, we'll summarize the crucial points from a recent podcast featuring Ananth and Ashwin, two prominent voices in the data engineering community.
Knowledge Hut
DECEMBER 27, 2023
When it comes to how to find jobs, online job search might be challenging. There are so many possibilities available that it is easy to get lost in the crowd and land in a position that doesn't suit your needs or interests. Fortunately, you can do several crucial things to find ways to find a new job that will open doors for you and help you get started on a smart note.
Hevo
DECEMBER 26, 2023
If you have been scouting for the right article to learn about Regex Postgres, you have come to the right place. Hold on tight while we shed light on the concept. So far, we have usually known to utilize the WHERE clause to filter searches.
Edureka
DECEMBER 27, 2023
In the dynamic landscape of technology development, prompt engineering emerges as a vital process, fine-tuning intricate models through precise instructions and expected outcomes. Beyond text and graphics generation, this technique refines inputs for diverse digital services. As technology evolves, prompt engineering techniques will play a pivotal role in crafting automation bots, three-dimensional models, scripts, robot directions, and various digital artifacts.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
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