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This article was published on 14 March 2024 in The Pragmatic Engineer, for subscribers. I'm sharing this piece in public more than a month later, as it provides important context and analysis for the AI dev tools space. Subscribe to The Pragmatic Engineer to stay up-to-date on what is happening with software engineering, Big Tech, and startups.
The generative AI revolution is transforming the way that teams work, and Databricks Assistant leverages the best of these advancements. It allows you.
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
Modern data stacks provide the necessary flexibility and efficiency for analytics and AI. Learn how the Databricks Data Intelligence Platform makes use of them.
tl;dr You may not believe it, but Nix documentation is getting better. Nixpkgs and NixOS still need more time. Table of contents Overview Motivation Statistics Retrospective Thoughts on future work Acknowledgements Overview This is a retrospective of my and many other people’s work on documentation in the Nix ecosystem between October 2022 and March 2024.
tl;dr You may not believe it, but Nix documentation is getting better. Nixpkgs and NixOS still need more time. Table of contents Overview Motivation Statistics Retrospective Thoughts on future work Acknowledgements Overview This is a retrospective of my and many other people’s work on documentation in the Nix ecosystem between October 2022 and March 2024.
The 2024 Snowflake Startup Challenge began with over 900 applications from startups Powered by Snowflake in more than 100 countries. Our judges narrowed that long list of contenders down to 10, and after much deliberation, they’ve now pared it down to the final three. We are pleased to announce that BigGeo, Scientific Financial Systems and SignalFlare.ai by Extropy360 will advance to the Snowflake Startup Challenge finale and compete for the opportunity to receive a share of up to $1 million in
The Databricks Data Intelligence Platform offers unparalleled flexibility, allowing users to access nearly instant, horizontally scalable compute resources. This ease of creation can.
Data is everywhere, and we have all seen exponential growth in the data that is generated daily. I nformation must be extracted from this data to make sense of it, and we must gain insights from th is information that will help us to understand repeating patterns. Analysing these patterns will help us to know more about consumer s and their behaviour, hence provide services and manufacture products that will benefit both the organization as well as the consumers.
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.
See how Confluent Champion Deepthi Nidwannaya helps her team in India strive for excellence as they build out the platform’s Billing capabilities to help Sales win.
Amidst the pandemic-fueled surge in online shopping, porch piracy emerged as a prevalent concern, with over one in 10 adults falling victim to package theft within the previous year, according to a 2021 Consumer Reports survey. This modern-day menace, epitomized by the term “porch pirate,” underscores the vulnerability of unattended packages to opportunistic thieves.
In today’s rapidly evolving business landscape, generative AI is poised to reshape our society for generations to come. Just as fire unlocked human progress, AI is now igniting a revolution across industries. For businesses, the message is clear: it's time to take control of your AI destiny and become an AI value creator. The AI Revolution is Already Here Chances are, your business is already using AI, even if you don't have a formal AI initiative or team in place.
Takeaways from this article In this post, we will understand the prominence of Angular JS and how it plays an important role in front-end web development. We will understand the applications of Angular JS, along with its usage. We will also see how it works in comparison to other frameworks that are used for the same purpose. What is Angular JS Angular JS is a Java S cript framework, that is current ly being maintained by tech giant Google.
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.
As retailers strive to meet the growing expectations of shoppers , they are turning to the cloud and GenAI to transform their businesses and tackle opportunities in an increasingly challenging industry. From optimizing inventory management, to increasing collaboration between employees across locations and roles, to helping build omnichannel experiences for customers, Striim is helping to create more cohesive and personalized shopping experiences.
Data plays a huge role in today’s tech world. All technologies are data-driven, and humongous amounts of data are produced on a daily basis. A data scientist is a professional who is able to analyze data sources, clean and process the data, understand why and how such data has been generated, take insights from it, and make changes such that they profit the organization.
Takeaways from this article In this post, we will understand how and why Angular JS Routing is better in comparison to traditional framework s , and how this routing can be achieved seamlessly with the help of Angular UI Router. We will understand the usage and importance of states, and how they help in navigating easily through the application. We will see a sample with a state definition and its usage, and how it helps in resolving issues and making the page user-friendly.
React is a JavaScript library for building UI. It is declarative, component-based with the Learn Once Write Anywhere paradigm. The imagination works like a Lego-box here where each website can be distributed into components. But before that, I would suggest you have a prerequisite strong knowledge of web development basics from the best course for web development.
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
In this article we will understand the key concepts of Enumeration from an e thical hacking point of view. We will learn about the fundamentals of penetration testing, and how enumeration form s a part of it. We will also explore the other concepts - types of Enumeration, Techniques to perform enumeration and tools to support the process. We will be discussing the goals and services and the process of NetBIOS enumeration and Scanning enumeration.
Over the past decade , more individuals have access to the internet than ever before. Many organizations develop web-based applications , which their users can use to interact with them. But i mproper configuration and poor ly written codes in web servers are a threat and can be used to gain unauthorized access to the servers' sensitive data. T his article tries to give an overview on Web Servers.
The internet brought with it the third revolution ; a revolution that has interconnected the world like never before. There are currently 5 b illion internet users in the world. And this number only increases day on day. From education to healthcare to communications to transport, the internet has permeated every industry to make our lives easier and more convenient.
Touted as the sexiest job in the 21st century , back in 2012 by Harvard Business Review , the data science world has since received a lot of attention across the entire world, cutting across industries and fields. Many people wonder what the fuss is all about. At the same time, others have been venturing into this field and have found their calling.
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
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