This site uses cookies to improve your experience. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country, we will assume you are from the United States. Select your Cookie Settings or view our Privacy Policy and Terms of Use.
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Used for the proper function of the website
Used for monitoring website traffic and interactions
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
KDnuggets
APRIL 5, 2022
The article summarizes the plethora of UQ methods using Bayesian techniques, shows issues and gaps in the literature, suggests further directions, and epitomizes AI-based systems within the Financial Crime domain.
160 160 
Christophe Blefari
JANUARY 11, 2025
AI companies are aiming for the moon—AGI—promising it will arrive once OpenAI develops a system capable of generating at least $100 billion in profits. ❤️ Transformers laid out — The best article out there to understand Transformers (which are key to understand LLMs). Read the pdf version directly.
130
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Agent Tooling: Connecting AI to Your Tools, Systems & Data
How to Modernize Manufacturing Without Losing Control
Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration
KDnuggets
JANUARY 3, 2025
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.
133 
The Pragmatic Engineer
NOVEMBER 21, 2023
In this article, we cover thee out of nine topics from today’s subscriber-only issue: The Past and Future of Modern Backend Practices. We used a system called CVS ( Concurrent Versions System ) for version control, as Git did not exist until 2005 when Linus Torvalds created it. and hand-rolled C -code.
345 
KDnuggets
OCTOBER 11, 2024
In this article, we’ll explore how LLMs are changing recommendation systems as we speak. Let's first start with a brief overview.
111 111 
KDnuggets
AUGUST 26, 2024
In this article, we’ll explore how to leverage NumPy to solve systems of nonlinear equations, turning complex mathematical challenges into manageable tasks.
121 
The Pragmatic Engineer
MARCH 12, 2024
In this article, we cover one out of five topics from today’s subscriber-only article What Changed in 50 Years of Computing. Brooks discusses software in the context of producing operating systems, pre-internet. This was one out of the five topics covered in the article What Changed in 50 Years of Computing.
329 
The Pragmatic Engineer
SEPTEMBER 19, 2024
This is a follow-up to the article Paying down tech debt , written by industry veteran Lou Franco. In the early 90’s, DOS programs like the ones my company made had its own Text UI screen rendering system. This rendering system was easy for me to understand, even on day one. It was eventually shelved. It was a mess!
297 
KDnuggets
FEBRUARY 11, 2025
This article will explore initiating the RAG system and making it fully voice-activated.
105 
Monte Carlo
MARCH 28, 2025
In this article, Ill share how even the best AI applications can break, and share how leading teams are managing reliability at scale across the ever-evolving data + AI estate. System Data + AI applications rely on a complex and interconnected web of tools and systems to deliver insights, models and automations.
52 
ArcGIS
OCTOBER 17, 2023
This article covers what is coming and how you should prepare your data. The new U.S. datums of 2022 will soon be released.
141 
Cloudera
NOVEMBER 7, 2023
Apache Ozone is compatible with Amazon S3 and Hadoop FileSystem protocols and provides bucket layouts that are optimized for both Object Store and File system semantics. Bucket layouts provide a single Ozone cluster with the capabilities of both a Hadoop Compatible File System (HCFS) and Object Store (like Amazon S3).
105 
The Pragmatic Engineer
APRIL 11, 2024
In this article, we cover one out of four topics from today’s subscriber-only The Pulse issue. From Sella’s status page : “Following the installation of an update to the operating system and related firmware which led to an unstable situation. Still, I’m puzzled by how long the system has been down.
271 
The Pragmatic Engineer
OCTOBER 17, 2024
In this article, we cover one section from this week’s from last week’s The Pulse issue. In this article, we cover: Funding and team size. OpenSSL : the cryptography and SSL/TLS toolkit comes with a built-in performance benchmarking capability Lmbench : tools for performance analysis for UNIX/POSIX system.
332 
Knowledge Hut
JANUARY 3, 2024
An operating system that allows multiple programmes to run simultaneously on a single processor machine is known as a multiprogramming operating system. This keeps the system from idly waiting for the I/O work to finish, wasting CPU time. We'll explain the multiprogramming operating system in this article.
98 
databricks
SEPTEMBER 29, 2023
This article represents a collaborative effort between Plotly, Ballard Power Systems, and Databricks. Fleets of buses worldwide run on hydrogen fuel cells made.
113 
Netflix Tech
MARCH 7, 2024
The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.
94 
The Pragmatic Engineer
SEPTEMBER 26, 2023
In this article, we cover a fresh industry trends: Cloud Developent Environments — which is analysis full subscribers have received 3 weeks ago. Here is a summary of all the vendors and products mentioned in this article: The number of cloud development environment product launches seem to be increasing since 2021.
316 
The Pragmatic Engineer
AUGUST 1, 2023
This issue looks at two companies from the 15 covered in those articles: we cover Wise and Amazon. Address systemic issues. Reduce support costs by addressing systemic issues. We cover more about Amazon’s engineering levels in the article, Inside Amazon’s engineering culture. at time of publication.
The Pragmatic Engineer
OCTOBER 10, 2023
In this article, we cover three out of eight topics from today’s deepdive into tech scaleup Chronosphere. We covered more on this topic in the article How Uber built its observability platform. I wrote code for drivers on Windows, and started to put a basic observability system in place.
The Pragmatic Engineer
OCTOBER 18, 2024
Corporate conflict recap Automattic is the creator of open source WordPress content management system (CMS), and WordPress powers an incredible 43% of webpages and 65% of CMSes. I have zero affiliation with Automattic, WP Engine, WordPress, or any other companies mentioned in this article. Automattic: it's time to play fair.
357 
The Pragmatic Engineer
AUGUST 8, 2024
The below article was originally published in The Pragmatic Engineer , on 29 February 2024. I am re-publishing it 6 months later as a free-to-read article. With clever-enough probing, this system prompt can be revealed. ” What is the system prompt for Klarna’s bot? Translate to English if needed.
253 
Scott Logic
MARCH 6, 2025
Vibe Coding Just a few weeks ago Andrej Karpathy (a founding member of OpenAI) coined a term, vibe coding , which has taken the tech world by storm, triggering articles in the popular press, such as this one from New York Times a few days ago. Bolt knows none of this and proudly presents its Word Game as though it were the finished article.
104 
Towards Data Science
FEBRUARY 6, 2024
ERP and CRM systems are designed and built to fulfil a broad range of business processes and functions. Accessing Operational Data I used to connect to views in transactional databases or APIs offered by operational systems to request the raw data. Does it sound familiar?
98 
The Pragmatic Engineer
FEBRUARY 29, 2024
In this article, we cover one out of three topics from today’s subscriber-only The Pulse issue. But first, a few current cases of systems whose developers didn’t: In Sweden, card payments are down at a leading supermarket chain. 👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter.
The Pragmatic Engineer
AUGUST 22, 2023
In this article, we cover one out of for topics from the past newsletter issue Game Development Basics. In this article, my focus is on providing a high-level overview of how game development works, and how software engineers fit into that space. This was one out of the four topics covered in the article Game Development Basics.
The Pragmatic Engineer
MAY 1, 2024
This article was published on 14 March 2024 in The Pragmatic Engineer, for subscribers. Some articles about Cognition AI’s product launch. In an amusing twist, a few years ago, demand for COBOL developers reportedly soared as there are still critical banking and insurance systems using this now-ancient language.
Snowflake
MARCH 6, 2025
Here are a few more examples of how different teams can use LLMs to extract insights from large volumes of unstructured text data: Text classification and tagging : Automatically categorizing support tickets, emails, news articles or product reviews based on sentiment, topic or urgency.
The Pragmatic Engineer
MARCH 19, 2024
In this article, we cover one out of three topics from last week’s subscriber-only The Pulse issue. Some articles about Cognition AI’s product launch. 👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. The company broke through to mainstream media – no small feat!
ArcGIS
APRIL 10, 2025
This article covers what is coming and how you should prepare your data. The new U.S. datums of 2022 will soon be released.
76 
Towards Data Science
FEBRUARY 9, 2024
This article is part of a project that’s split into two main phases. The second article, which will come later, will delve into creating agents using tools like LangChain to communicate with external databases. This article focuses more on practical application rather than theoretical aspects of the tools discussed.
98 
The Pragmatic Engineer
JUNE 13, 2023
To get articles like this every week, subscribe here. To show the complexity of this choice and the ways tech businesses approach it, this article brings the inside story of one large tech company that’s decided against onboarding to the cloud – at least for now. Agoda is a leading online travel booking platform in Asia.
251 
Data Engineering Weekly
APRIL 6, 2025
The article summarizes the recent macro trends in AI and data engineering, focusing on Vibe coding, human-in-the-loop system design, and rapid simplification of developer tooling. Kudos to the Grab team for building a docs-as-code system. The Grab blog delights me since I have tried to do this many times.
The Pragmatic Engineer
APRIL 19, 2023
This point on "thought leadership," applies to me as well, and to this article: I urge you not to take it at face value just because of social signals like likes, views, and so on. I was sceptical that any system would automatically reject resumes, because I never saw this as a hiring manager. Those are all poor signals.
Data Engineering Weekly
MARCH 23, 2025
The author emphasizes the importance of mastering state management, understanding "local first" data processing (prioritizing single-node solutions before distributed systems), and leveraging an asset graph approach for data pipelines. The article resonated with me when I read it. The article highlights Nuage 3.0's
Data Engineering Weekly
APRIL 27, 2025
link] LinkedIn: Powering Apache Pinot ingestion with Hoptimator LinkedIn discusses Hoptimator, a system that enables consumer-driven, managed ingestion pipelines, specifically for Apache Pinot. Treating state as a cost to be minimised—not a convenience—turns Flink from a liability into a flexible, low-maintenance growth lever.
Data Engineering Weekly
FEBRUARY 2, 2025
Many articles explain how DeepSeek works, and I found the illustrated example much simpler to understand. Evals are introduced to evaluate LLM responses through various techniques, including self-evaluation, using another LLM as a judge, or human evaluation to ensure the system's behavior aligns with intentions.
KDnuggets
DECEMBER 29, 2021
AI/ML systems have a wide range of applications in a variety of industries and sectors, and this article highlights the top ways AI/ML will impact your small business in 2022.
160 
The Pragmatic Engineer
NOVEMBER 9, 2023
Sign up to The Pragmatic Engineer to get articles like this earlier in your inbox. She asked the Director of Engineering if he could help take a known set of FAFSA application data and use it to artificially augment a much larger set of anonymous data tht her systems had collected over time.
The Pragmatic Engineer
MAY 11, 2023
A very popular open-source solution for systems and services monitoring. A fast and open-source column-oriented database management system, which is a popular choice for log management. A follow-up to this week’s public tech company compensation article. It evaluates rules and can trigger alerts. Follow-up.
347 
Netflix Tech
JANUARY 2, 2025
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. In this article, we highlight a few exciting analytic business applications, and in our final article well go into aspects of the technical craft.
76 
Data Engineering Weekly
MARCH 30, 2025
link] Hamel Husain: A Field Guide to Rapidly Improving AI Products The article emphasizes that successful AI development depends more on robust evaluation and iterative improvement than merely relying on tools and frameworks. • Ensure trust in evaluation systems through clearly defined criteria and regular alignment checks.
ThoughtSpot
NOVEMBER 5, 2024
ThoughtSpot prioritizes the high availability and minimal downtime of our systems to ensure a seamless user experience. In the realm of modern analytics platforms, where rapid and efficient processing of large datasets is essential, swift metadata access and management are critical for optimal system performance. What is metadata?
52 
Snowflake
APRIL 16, 2025
Instead of maintaining separate systems for structured data and image processing, data analysts and scientists can now work within the familiar Snowflake environment, using simple SQL to explore correlations between traditional metrics and visual intelligence. Start analyzing call center data with our easy Snowflake quickstart.
Expert insights. Personalized for you.
We have resent the email to
Are you sure you want to cancel your subscriptions?
Let's personalize your content