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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. So, as we round out the year, here are 5 articles from 2024 that I think are worth a second look!
This article is one out of five sections from The Pulse #119. To get articles like this in your inbox, subscribe here. A Forbes article suggests a broader middle manager burnout to come across most professional sectors. Full subscribers received this issue a week and a half ago. Middle manager burnout incoming?
The article discusses how Bayesian multi-armed bandit algorithms can optimize digital media title selection, surpassing traditional A/B testing methods, demonstrated with a Python example, to boost audience engagement and decision-making in content creation.
To commemorate this year in data and AI, we looked back on some of the most popular GenAI-related articles we published in 2024 and some of our teams favorites, too. 5 Hard Truths About Generative AI for Technology Leaders This article stirred up some buzz when we published it, and it quickly became a favorite among the team as well.
❤️ Transformers laid out — The best article out there to understand Transformers (which are key to understand LLMs). Generated by AI as the article is too large to read atm for me). OpenAI o3 — OpenAI announced their advanced reasoning model called o3, that can achieve large task. Not really digest.
In this article, we will explore the evolution of Iceberg, its key features like ACID transactions, partition evolution, and time travel, and how it integrates with modern data lakes. Well also dive into […] The post How to Use Apache Iceberg Tables?
See a longer version of this article here: Scaling ChatGPT: Five Real-World Engineering Challenges. ” This was an expert from the article Scaling ChatGPT: Five Real-World Engineering Challenges. Read that article for more details on the engineering challenges behind building (and scaling) ChatGPT, as explained by Evan.
In this article, we cover thee out of nine topics from today’s subscriber-only issue: The Past and Future of Modern Backend Practices. “The more things change, the more they stay the same,” is one theme of this article. 👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter.
In this article, we cover one out of five topics from today’s subscriber-only article What Changed in 50 Years of Computing. This was one out of the five topics covered in the article What Changed in 50 Years of Computing. If you’re been forwarded this email, you can subscribe here.
As I sit down to write this article, I’m filled with a sense of vulnerability and excitement. You see, this is a story that only I can tell. It’s a tale of finding my Pathless Path and discovering who I am in the process.
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.
This article presents the top 20 data engineering project ideas with their source code. Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning.
This article will explore the key features and benefits, identify the ideal users for this solution, and guide you on when and how to […] The post Introduction of Microsoft Fabric appeared first on Analytics Vidhya. Enter Microsoft Fabric, a cutting-edge solution designed to revolutionize how we interact with technology.
In this article, we cover three out of seven topics from today’s subscriber-only issue Three Cloud Providers, Three Outages: Three Different Responses. We’ll also learn how this article contributed to AWS publishing its first public postmortem in two years! Silence of AWS (until this article was about to publish) 1.
You will study top 11 azure interview questions in this article which will discuss different data services like Azure Cosmos […] The post Top 11 Azure Data Services Interview Questions in 2023 appeared first on Analytics Vidhya. Organizations are using various cloud platforms like Azure, GCP, etc.,
Occasionally, there was a bonus article on Wednesdays, too, such as about the book, Tidy First? Today’s issue is a look back at 2023, with pointers to articles you may want to reread, or discover for the first time. This year, 102 newsletter issues were published, and this is number 103.
This article is meant to be a resource hub in order to understand dbt basics and to help get started your dbt journey. In these articles there are a lot of cool presentations you should watch to understand deeper how dbt works. A rant against dbt ref — A great article to make you think about dbt principles.
In this article, we cover one out of five topics from today’s subscriber-only The Scoop issue. 👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover topics related to Big Tech and startups through the lens of engineering managers and senior engineers.
This article discusses […] The post Neo4j vs. Amazon Neptune: Graph Databases in Data Engineering appeared first on Analytics Vidhya. Traditional databases, while still valuable, often falter when it comes to handling highly connected data. Enter the unsung heroes of the data world: graph databases.
I covered the collapse of the company at the time in the article Inside Pollen’s collapse: “$200M raised” but staff unpaid - exclusive. It remains my most in-depth investigative article. The complete article additionally covers: The pay transparency report. Read the full article here.
This article explains to you the idea […] The post Understanding Dimensional Modeling appeared first on Analytics Vidhya. This data is used by an organization to find valuable insights which help in improving an organization’s growth and strategies and give them an upper hand over its competitors.
This article was published on 14 March 2024 in The Pragmatic Engineer, for subscribers. Some articles about Cognition AI’s product launch. The full article covers these additional topics: Industry pulse. Read the full article here. The company broke through to mainstream media – no small feat!
To get full articles twice a week, subscribe here. In the article “ I'm an employer. In every issue, I cover topics related to Big Tech and high-growth startups through the lens of engineering managers and senior engineers. In this issue, we cover one out of six topics from today’s subscriber-only The Scoop issue.
In this article, we explore Tajinder’s inspiring success story. Introduction Meet Tajinder, a seasoned Senior Data Scientist and ML Engineer who has excelled in the rapidly evolving field of data science.
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.
This issue looks at two companies from the 15 covered in those articles: we cover Wise and Amazon. We cover more about Amazon’s engineering levels in the article, Inside Amazon’s engineering culture. Wise Wise – formerly Transferwise – is a publicly traded Fintech, valued at $6.5B at time of publication.
This is a follow-up to the article Paying down tech debt , written by industry veteran Lou Franco. For more tactics on how to deal with tech debt, see the article Paying down tech debt , published in The Pragmatic Engineer. Lou has been in the software business for over 30 years as an engineer, EM, and executive.
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. Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. To get full issues twice a week, subscribe here. Tech stack.
This article will give you a glimpse of Kedro framework using news classification tasks. Introduction Kedro is an open-source Python framework for creating reproducible, maintainable, and modular data science code. It uses best practices of software engineering to build production-ready data science pipelines.
See advice on various approaches in my article Developers mentoring other developers: practices I've seen work well. See a list of paid coaches and engineering managers based on both people I know personally; and recommendations from engineering managers who worked with them.
In this article, we will discuss about Apache Flume, […] The post A Dive into Apache Flume: Installation, Setup, and Configuration appeared first on Analytics Vidhya. Flume is a tool that is very dependable, distributed, and customizable. einsteinerupload of.
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. Read the full article series here.
Because of this intertwined nature, in the rest of the article I will refer to Automattic as the “actor,” including when actions are by WordPress.org, or the WordPress Foundation. I have zero affiliation with Automattic, WP Engine, WordPress, or any other companies mentioned in this article.
In this article, we cover one out of five topics from today’s subscriber-only deepdive on Advice on how to sell a startup. This was one out of the five topics we covered in the article How to Sell an Early Stage Startup: Lessons from Akita Software. The full article additionally covers: Jean’s background.
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!
In this article, we cover one out of four topics from today’s subscriber-only The Pulse issue. As related reading, here are past articles touching on the topic of migrations and tricky outages: Why it took Roblox 73 hours to get their systems back online in 2021. To get full issues twice a week, subscribe here.
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.
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. We previously covered the building of M3 in the article How Uber Built its Observability Platform.
Introduction This article will explain the difference between ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) when data transformation occurs. In ETL, data is extracted from multiple locations to meet the requirements of the target data file and then placed into the file.
Forward thinking Dataviz is hierarchical — Malloy, once again, provides an excellent article about a new way to see data visualisations. In the article Joseph explains how MotherDuck extended DuckDB to add time travel, zero-copy snapshots opening the door for more collaboration and concurrency. It's inspirational.
In this article, we cover two out of seven topics from today’s full issue on The Man Behind the Big Tech Comics. In the article Turmoil at Twitter , we covered both how engineers were told to print out code on paper (!!) Read the full article here. To get full issues twice a week, subscribe here.
In this article, we will discuss ELT vs ETL, comparing their characteristics, benefits, and suitability for various use cases. […] The post ELT vs ETL: Unveiling the Differences and Similarities appeared first on Analytics Vidhya.
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