The Pragmatic Engineer

MAY 11, 2023

Datadog is a leading observability tooling provider which went public in 2019, with a current market cap of $28B. 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. But why is this?

AWS 339

AWS Software Engineer Software Engineering Google Cloud 339

ProjectPro

JUNE 6, 2025

Data Engineering refers to creating practical designs for systems that can extract, keep, and inspect data at a large scale. It involves building pipelines that can fetch data from the source, transform it into a usable form, and analyze variables present in the data. Ability to demonstrate expertise in database management systems.

Data Engineer 94

Data Engineer Data Engineering Engineering Amazon Web Services 94

ProjectPro

JUNE 6, 2025

This blog is your complete guide to building Generative AI applications in Python. AI even de-aged actors in The Irishman (2019) using one of the popular generative models- Generative Adversarial Networks (GANs). The real question is: how do you build your own GenAI applications and tap into this power? Let’s get started!

Building 52

Building Banking SQL Deep Learning 52

Engineering at Meta

DECEMBER 6, 2023

This is the most significant milestone yet for this project, which began in earnest after Mark Zuckerberg outlined his vision for it in 2019. Neither WhatsApp nor Secret Conversations operated in this manner, and we didn’t want all users to have to rely on a device-side storage system.

Building 145

Building Consulting Designing Accessible 145

Confluent

MAY 23, 2019

She recounted a number of lessons Confluent has learned in building Confluent Cloud, and announced the availability of several new features in the cloud service. ?. We rightly spend a lot of time trying to figure out how to build things, so it was good to step back and see how our engineering work can drive internal cultural change as well.

Kafka 109

Kafka Cloud Database Engineering 109

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. In 2019, Netflix moved thousands of container hosts to bare metal.

AWS 15

AWS Entertainment Software Engineer Software Engineering 15

ProjectPro

JUNE 6, 2025

Have you ever considered the challenges data professionals face when building complex AI applications and managing large-scale data interactions? These obstacles usually slow development, increase the likelihood of errors and make it challenging to build robust, production-grade AI applications that adapt to evolving business requirements.

Building 40

Building Pipeline-centric Database-centric Data Validation 40

The Pragmatic Engineer

APRIL 6, 2023

This created an opportunity to build job sites which collect this data, make it easy to browse, and allow job seekers to apply to jobs paying at or above a certain level. For AI,  we’ve built a system to efficiently use GPT-4 for this purpose, including auto-crafting prompts and performing pre and post-processing.

Software Engineer 242

Software Engineer Software Engineering Datasets Database 242

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Metadata 90

Metadata Bytes Entertainment Data Mining 90

Lyft Engineering

APRIL 3, 2023

This blog post focuses on the scope and the goals of the recommendation system, and explores some of the most recent changes the Rider team has made to better serve Lyft’s riders. Introduction: Scope of the Recommendation System The recommendation system covers user experiences throughout the ride journey.

Systems 90

Systems Pipeline-centric Machine Learning Transportation 90

Confluent

APRIL 16, 2019

To build the kinds of systems we are being called upon to build these days, we need infrastructure that gives equal priority to events and state together. and a couple of fantastic keynotes: Jay Kreps (CEO of Confluent and co-creator of Apache Kafka ® ) kept the unifying vision of the event streaming platform in front of us.

Kafka 102

Kafka Database Programming Systems 102

Confluent

OCTOBER 1, 2019

If you looked at the Kafka Summits I’ve been a part of as a sequence of immutable events (and they are, unless you know something about time I don’t), it would look like this: New York City 2017, San Francisco 2017, London 2018, San Francisco 2018, New York City 2019, London 2019, San Francisco 2019. Yes, you read that right.

Kafka 14

Kafka Database Cloud Systems 14

Cloudera

DECEMBER 1, 2023

Launched in 2019, this strategy aims to position the US as a leader in AI research, development, and deployment. It focuses on five key pillars: investing in research and development; unleashing government AI resources; setting standards and policy; building the AI workforce; and advancing trust and security. million), among others.

Building 109

Building Government Transportation Data Governance 109

ProjectPro

JUNE 6, 2025

Worried about building a great data engineer resume ? We also have a few tips and guidelines for beginner-level and senior data engineers on how they can build an impressive resume. Data engineering entails creating and developing data collection, storage, and analysis systems. Don’t worry!

Data Engineer 40

Data Engineer Data Engineering Recruitment Engineering 40

Engineering at Meta

FEBRUARY 4, 2025

Here we explore initial system designs we considered, an overview of the current architecture, and some important principles Meta takes into account in making data accessible and easy to understand. 2019: Users can view their activity off Meta-technologies and clear their history. feature on Facebook. What are data logs?

Accessible 89

Accessible Accessibility Raw Data Data Warehouse 89

The Pragmatic Engineer

MAY 1, 2024

A first, smaller wave of these stories included Magic.dev raising $100M in funding from Nat Friedman (CEO of GitHub from 2018-2021,) and Daniel Gross (cofounder of search engine Cue which Apple acquired in 2013,) to build a “superhuman software engineer.” AI dev tool startups need outlandish claims to grab attention.

Software Engineer 249

Software Engineer Software Engineering Programming Language Media 249

Confluent

OCTOBER 9, 2019

Based on the votes of Summit attendees from within the Kafka Summit mobile app, here are the top-rated talks: Building Stream Processing Applications with Apache Kafka Using KSQL by Robin Moffatt of Confluent. With so many sessions to choose from, perhaps you’re wondering where to start. Why Stop the World When You Can Change It?

Kafka 17

Kafka Software Engineer Software Engineering Certification 17

Confluent

OCTOBER 16, 2019

As with any system out there, the data often needs processing before it can be used. In traditional data warehousing, we’d call this ETL, and whilst more “modern” systems might not recognise this term, it’s what most of us end up doing whether we call it pipelines or wrangling or engineering. Handling time.

Kafka 19

Kafka Building Data PostgreSQL 19

Netflix Tech

OCTOBER 19, 2020

which is difficult when troubleshooting distributed systems. This insight led us to build Edgar: a distributed tracing infrastructure and user experience. Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs.

Building 97

Building Transportation Java Metadata 97

Confluent

SEPTEMBER 30, 2019

I even stopped by Build-A-Bear at lunchtime with the inaugural class of Confluent Community Catalysts ! He is the co-presenter of various O’Reilly training videos on topics ranging from Git to distributed systems, and is the author of Gradle Beyond the Basics. And, I saw fresh Kafka swag in the making. and all over the world.

Kafka 17

Kafka Architecture Cloud Designing 17

ProjectPro

JUNE 6, 2025

Additionally, the website reported that the number of job positions was almost similar in 2019 and 2020. Build and deploy ETL/ELT data pipelines that can begin with data ingestion and complete various data-related tasks. Build solutions highlighting data quality, operational efficiency, and other feature describing data.

Data Engineer 58

Data Engineer Data Engineering Engineering Amazon Web Services 58

Data Engineering Podcast

DECEMBER 26, 2021

Zhamak Dehghani introduced the concepts behind this architectural patterns in 2019, and since then it has been gaining popularity with many companies adopting some version of it in their systems. How has your view of the principles of the data mesh changed since our conversation in July of 2019?

BI 130

BI Data Warehouse Data Engineer Data Engineering 130

KDnuggets

AUGUST 15, 2019

While the process of building simple, domain-specific chatbots has gotten way easier, building large scale, multi-agent conversational applications remains a massive challenge.

Systems 73

Systems Building Engineering Process 73

Pinterest Engineering

JANUARY 4, 2024

In 2020, anticipating the growing needs of the business and to simplify our storage offerings, we decided to consolidate our different key-value systems in the company into a single unified service called KVStore. In order to build a distributed and replicated service using RocksDB, we built a real time replicator library: Rocksplicator.

Database 98

Database Building Datasets Relational Database 98

ProjectPro

JUNE 6, 2025

In fact, as per a report by Dice Insights in 2019, companies are hungry for data engineers as the job role ranked at the top of the list of trending jobs. Data engineers are responsible for creating pipelines enabling data flow from various sources to data storage and processing systems.

Data Engineer 49

Data Engineer Data Engineering Engineering Hadoop 49

ProjectPro

JUNE 6, 2025

Building Artificial Intelligence projects not only improves your skillset as an AI engineer/ data scientist, but it also is a great way to display your artificial intelligence skills to prospective employers to land your dream future job. Project Idea: You can use the Resume Dataset available on Kaggle to build this model.

Project 98

Project Datasets Deep Learning Machine Learning 98

ProjectPro

JUNE 6, 2025

DataOps DevOps Databases, data warehouses, schemas, tables, views, and integration logs from other important systems make up the DataOps ecosystem. The building of CI/CD pipelines, the discussion about code automation, and ongoing uptime and availability improvements all take place here.

Data Engineer 40

Data Engineer Data Engineering Engineering Data Pipeline 40

ProjectPro

JUNE 6, 2025

This guide has a list of common SQL interview questions and answers to help beginners prepare for SQL interviews with clear questions, simple answers, and easy-to-follow examples that build your confidence and understanding. RDBMS stands for Relational Database Management System. What is RDBMS? List a few examples. Provide examples.

SQL 40

SQL MySQL MongoDB Database 40

ProjectPro

JUNE 6, 2025

Transfer Learning Examples Keras Transfer Learning Implementation in Python Build exciting Deep Learning Systems with ProjectPro! Check Out ProjectPro's Deep Learning Course to Gain Practical Skills in Building and Training Neural Networks! Why use Transfer Learning? When to use Transfer Learning?

Deep Learning 52

Deep Learning Project Machine Learning Datasets 52

Jesse Anderson

JANUARY 9, 2023

In 2019, Alibaba bought Ververica. This comparison seems like a clear point that Flink will be the system of choice. Streaming systems are already difficult enough and adding more complexity to the choice with lead to analysis paralysis. That’s because it was recently founded, but that doesn’t mean it wasn’t formidable.

Kafka 147

Kafka Technology Coding SQL 147

Cloudera

AUGUST 12, 2021

A 2020 retention report by the Work Institute revealed that over 42 million employees in the US left their jobs voluntarily in 2019, and this trend appeared to be increasing. This is especially important for organizations to set and meet diversity, equity and inclusion targets to build well-rounded and successful teams. .

Manufacturing 111

Manufacturing Insurance Consulting Education 111

Engineering at Meta

FEBRUARY 6, 2023

The app makes heavy use of code generation, spurred by Buck , our custom build system. Without heavy caching from our build system, engineers would have to spend an entire workday waiting for the app to build. If News Feed wanted to have a declarative UI, the team would have to build a new UI framework.

Architecture 145

Architecture Coding Engineering Systems 145

ProjectPro

JUNE 6, 2025

COLOR_BGR2RGB) # Display the image with detected faces plt.imshow(face_image_rgb) plt.axis('off') # Hide axes plt.show() Computer Vision Project Idea-3 Face Recognition System This is another computer vision project that deals with human faces. we suggest you keep in mind this helpful tip on building computer vision project by Timpthy Goebel.

Project 66

Project Deep Learning Datasets Algorithm 66

Edureka

FEBRUARY 12, 2025

Software Engineers, on the other hand, specialize in building and developing comprehensive systems, with an emphasis on architectural and engineering concepts. On the other hand, a Software Engineer focuses on specific areas of development, such as system design, algorithms, or a programming language.

Software Engineer 52

Software Engineer Software Engineering Education Programming Language 52

Lyft Engineering

JUNE 8, 2023

We’re looking for driven engineers to fortify our European operations and solve some of the hardest problems in building large distributed systems to support rideshare, mapping, and more. Lyft was founded in 2012 and went public in 2019, with the mission to improve people’s lives with the world’s best transportation.

Transportation 111

Transportation Algorithm Machine Learning Engineering 111

Confluent

MAY 30, 2019

Built with Prometheus and InfluxDB monitoring systems. To build an event streaming pipeline, Spring Cloud Data Flow provides a set of application types: A source represents the first step in the data pipeline, a producer that extracts data from the external systems like databases, filesystem, FTP servers, IoT devices, etc.

Kafka 95

Kafka Cloud Data Pipeline PostgreSQL 95

Cloudera

MAY 27, 2021

An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. When developing ethical AI systems, the most important part is intent and diligence in evaluating models on an ongoing basis,” said Santiago Giraldo Anduaga, director of product marketing, data engineering and ML at Cloudera.

Algorithm 119

Algorithm Media Consulting Machine Learning 119