Engineering at Meta

MARCH 12, 2024

We are sharing details on the hardware, network, storage, design, performance, and software that help us extract high throughput and reliability for various AI workloads. We use this cluster design for Llama 3 training. Under the hood Our newer AI clusters build upon the successes and lessons learned from RSC.

Building 145

Building Portfolio Utilities Data Storage 145

Knowledge Hut

OCTOBER 27, 2023

System design projects involve creating a plan for a complex system that will meet specific requirements or solve a particular problem. These projects may involve designing software applications, network infrastructures, manufacturing processes, or other complex systems. What is System Design?

Designing 52

Designing Systems Project Cloud Computing 52

Knowledge Hut

JANUARY 11, 2024

In today's digital age, the rise of the internet has given us two powerful mediums for expressing creativity: web design & graphic design. Web design involves creating websites, interfaces, & online applications while graphic design entails creating visual designs for print & digital media.

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Designing Digital Media Media Programming Language 96

Netflix Tech

FEBRUARY 10, 2021

Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.

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Designing Systems Building Entertainment 92

Data Engineering Podcast

SEPTEMBER 3, 2021

In this episode Lior Gavish, Lior Solomon, and Atul Gupte share their view of what it means to have a data platform, discuss their experiences building them at various companies, and provide advice on how to treat them like a software product. No more scripts, just SQL. Get started for free at dataengineeringpodcast.com/hightouch.

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Designing Building SQL BI 100

Rockset

MARCH 28, 2024

Overview In this guide, you will: Gain a high-level understanding of vectors, embeddings, vector search, and vector databases, which will clarify the concepts we will build upon. Build a dynamic web application using vanilla CSS, HTML, JavaScript, and Flask, seamlessly integrating with the Rockset API and the OpenAI API.

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Systems Building Database Utilities 52

Knowledge Hut

FEBRUARY 1, 2024

Not only could this recommendation system save time browsing through lists of movies, it can also give more personalized results so users don’t feel overwhelmed by too many options. What are Movie Recommendation Systems? Recommender systems have two main categories: content-based & collaborative filtering.

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Systems Entertainment Algorithm Datasets 98

Knowledge Hut

OCTOBER 29, 2023

Hospital Management System Type : Application development, Database management, Programming There is no shortage of computer science project topics out there. But if you are looking for something that's both technically challenging and socially relevant, consider a hospital management system. Source Code: Weather Forecast App 3.

Computer Science 111

Computer Science Coding Project Hospitality 111

Towards Data Science

JULY 10, 2023

A simple framework for building dbt models that actually get used. When I was researching the Ultimate Guide to dbt , I was shocked by the lack of material around actually building models from scratch. I mean how do you know the right design? Image Source: This work by the Design Council is licensed under a CC BY 4.0

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Designing Electronics Engineering Coding 98

Engineering at Meta

DECEMBER 6, 2023

For example, we recently published an updated white paper, “ Meta’s Approach to Safer Private Messaging on Messenger and Instagram Direct Messaging ,” t hat sets out the industry-leading safety systems and tools available on Messenger. End-to-end encryption isn’t about the technology at its core.

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Building Consulting Designing Accessible 143

Data Engineering Podcast

AUGUST 27, 2023

Summary Data persistence is one of the most challenging aspects of computer systems. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team. Why Postgres?

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Database Building PostgreSQL BI 130

Knowledge Hut

MAY 17, 2024

One of the most effective and impactful skills a designer can acquire is prototyping, which includes anything from making straightforward wireframes to testing completely functional mockups. However, building a prototype in design thinking is not sufficient. What is Prototyping in Design Thinking? What Is Prototyping?

Designing 52

Designing Certification Manufacturing Education 52

Knowledge Hut

OCTOBER 27, 2023

Furthermore, project-based learning contributes to building a compelling portfolio that demonstrates your expertise and captivates potential employers. Android Local Train Ticketing System Developing an Android Local Train Ticketing System with Java, Android Studio, and SQLite. cvtColor(image, cv2.COLOR_BGR2GRAY) RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)

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Software Engineer Software Engineering Coding Project 98

Knowledge Hut

DECEMBER 22, 2023

It was designed primarily for server-side web development, software development, evaluation, scripting, and artificial intelligence. For this feature, Python encloses certain code editors and python IDEs used for software development say, Python itself. But first, let us see what code editors and IDEs are.

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Python Coding Programming Language Data Science 97

Lyft Engineering

APRIL 25, 2023

Building a large scale unsupervised model anomaly detection system — Part 2 Building ML Models with Observability at Scale By Rajeev Prabhakar , Han Wang , Anindya Saha Photo by Octavian Rosca on Unsplash In our previous blog we discussed the different challenges we faced for model monitoring and our strategy for addressing some of these problems.

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Systems Building Machine Learning Datasets 75

Data Engineering Podcast

SEPTEMBER 11, 2022

Summary Data engineering systems are complex and interconnected with myriad and often opaque chains of dependencies. In this episode he shares the design of the project and how it fits into your development practices. What are the different places in a data system that schema definitions need to be established?

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Systems Metadata Building MongoDB 100

Knowledge Hut

MARCH 19, 2024

Herein lies the role of architectural design in software engineering. Software Engineer Training online will help you understand the basics before you jump into design architecture software engineering. Remarkably, studies indicate that poor design is the reason behind 75% of software project failures.

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Software Engineer Software Engineering Architecture Designing 52

Knowledge Hut

MARCH 20, 2024

As we head into 2024, let's take a moment to explore the heart and soul of s oftware development - Design Principles. In this blog, we'll talk about some of the coolest software design principles you need to know in 2024. From SOLID to DRY and beyond, these principles are like secret codes that unlock the power of coding magic.

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Designing Software Engineer Software Engineering Coding 52

Knowledge Hut

MARCH 26, 2024

In software development using object-oriented programming (OOPS) we face many common problems while writing code. When similar problems are solved in similar ways while writing the code, the solution derived is given a name and explained in detail. Therefore, Design Patterns in Software Design are typical solutions to such problems.

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Designing Algorithm Software Engineer Software Engineering 52

Knowledge Hut

APRIL 24, 2024

Furthermore, project-based learning contributes to building a compelling portfolio that demonstrates your expertise and captivates potential employers. Android Local Train Ticketing System Developing an Android Local Train Ticketing System with Java, Android Studio, and SQLite. cvtColor(image, cv2.COLOR_BGR2GRAY) RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)

Software Engineer 52

Software Engineer Software Engineering Coding Project 52

Knowledge Hut

OCTOBER 26, 2023

This will help you build a passion for coding as well as improve your programming skills. You can proceed by watching instructional videos to learn a skill or two, but you must finally begin building the projects. To learn further about web development, enroll in Web Design Online course.

Coding 97

Coding Project Portfolio Building 97

Knowledge Hut

OCTOBER 29, 2023

Cloud-enabled attendance system We can use a cloud-enabled automatic attendance system to scan details. Administrators must register new students/employees on the system and provide some personal information. The entire system is powered by electricity. This system will also contain patient and contact information.

Cloud Computing 98

Cloud Computing Coding Cloud Project 98

Lyft Engineering

JUNE 28, 2023

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. However, streaming data was not supported as a first-class citizen across many of the platform’s systems — such as training, complex monitoring, and others.

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Machine Learning Building Metadata Kafka 115

Data Engineering Podcast

DECEMBER 25, 2022

Recognizing this shortcoming and the capabilities that could be unlocked by a robust solution Rishabh Poddar helped to create Opaque Systems as an outgrowth of his PhD studies. Modern data teams are dealing with a lot of complexity in their data pipelines and analytical code.

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Machine Learning Systems Data Lake Data Warehouse 130

The Pragmatic Engineer

MARCH 12, 2024

” Brooks agrees with this observation, and suggests a radical solution: have as few senior programmers as possible, and build a team around each one – a bit like how a hospital surgeon leads a whole team. CI/CD : running automated tests on all changes, and deploying code to production automatically. The toolsmith.

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Engineering Programming Language Hospitality Programming 256

Knowledge Hut

OCTOBER 26, 2023

The majority of individuals chose HTML and CSS projects as their entry point into the world of coding because they are the simplest to learn. HyperText Markup Language, or HTML, is a common markup language for building a webpage's basic framework and adding features like text, graphics, tables, forms, and so forth.

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Coding Project Portfolio Media 98

Data Engineering Podcast

FEBRUARY 27, 2022

Summary Building a data platform is a complex journey that requires a significant amount of planning to do well. In this episode Tobias Macey, the host of the show, reflects on his plans for building a data platform and what he has learned from running the podcast that is influencing his choices. That’s Timescale.

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Designing Metadata Data Lake Relational Database 100

Robinhood

NOVEMBER 28, 2023

Together, we are building products and services that help create a financial system everyone can participate in. … At Robinhood, we’re constantly striving to enhance our products and processes, and the journey to integrate our Content Standards into our design system was no exception. Hey, I’m Jessi! Hey, I’m Jessi!

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Designing Finance Certification Systems 68

Data Engineering Podcast

FEBRUARY 20, 2022

He also explains how he has architected the systems that ingest, process, and distribute the data that he is responsible for and the requirements that are introduced when collaborating with researchers, domain experts, and machine learning developers. that you need to account for in the design? How does it work? How does it work?

Systems 100

Systems Software Engineer Software Engineering Data Warehouse 100

Data Engineering Podcast

MAY 12, 2024

Summary Building a data platform is a substrantial engineering endeavor. The services and systems need to be kept up to date, but so does the code that controls their behavior. Search for "Code Commentst" in your podcast player or go to dataengineeringpodcast.com/codecomments today to subscribe.

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Management Data Lake High Quality Data Machine Learning 147

Pinterest Engineering

JANUARY 10, 2023

Liang Ma | Software Engineer, Core Eng; Wei Zhu | Software Engineer, Observability In early 2020, during a critical iOS out of memory incident (we have a blogpost for that), we realized that we didn’t have much visibility of how the app is running or a good system to look up for monitoring and troubleshooting.

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Systems Building Software Engineer Software Engineering 54

Engineering at Meta

NOVEMBER 15, 2023

Meta is building for the future of AI at every level – from hardware like MTIA v1 , Meta’s first-generation AI inference accelerator to publicly released models like Llama 2 , Meta’s next-generation large language model, as well as new generative AI (GenAI) tools like Code Llama.

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Building Engineering Transportation Software Engineer 89

Data Engineering Podcast

NOVEMBER 20, 2022

In this episode Ian Schweer shares his experiences at Riot Games supporting player-focused features such as machine learning models and recommeder systems that are deployed as part of the game binary. The biggest challenge with modern data systems is understanding what data you have, where it is located, and who is using it.

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Systems Metadata Data Pipeline MongoDB 130

The Pragmatic Engineer

NOVEMBER 21, 2023

If you had a continuous deployment system up and running around 2010, you were ahead of the pack: but today it’s considered strange if your team would not have this for things like web applications.    He then worked at the casual games company Zynga, building their in-game advertising platform. Subscribe here.

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Engineering Bytes Cloud Computing AWS 283

Knowledge Hut

OCTOBER 29, 2023

The majority of developers desire to be full-stack developers since they can freely design an end-to-end application and have more and sharper skills than other developers. Using only JavaScript and JSON, the MERN architecture makes it possible for you to quickly and easily build a three-tier architecture (frontend, backend, and database).

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Coding Project Food MongoDB 98

Knowledge Hut

DECEMBER 27, 2023

The job of a business systems analyst is a uniquely cross-functional one that plays a critical role in improving a company’s processes for better operational efficiency. What is Business Systems Analyst? Business systems analyst duties also include writing instruction manuals and analyzing costs and benefits related to technology.

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Systems Business Analyst Consulting Certification 52

Data Engineering Podcast

MAY 15, 2022

In this episode Mário Pereira shares the system design that he and his team have developed for collecting and managing the collection and analysis of sensor data, and how they have split the data processing and business logic responsibilities between physical terminals and edge locations, and centralized storage and compute.

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Designing MongoDB AWS SQL 100