Data Engineering Digest

Building DoorDash’s Product Knowledge Graph with Large Language Models

DoorDash Engineering

APRIL 23, 2024

Historically, this SKU enrichment of extracting and tagging attributes has been a purely manual process led by contract operators. For instance, given the item name “Dove Silk Glow Body Wash 500 ml,” a token classifier would tag each entity in the item name as shown in Table 1.

Building

Building Retail Manufacturing Unstructured Data

The Complete Front-End Developer Roadmap 2024

Knowledge Hut

DECEMBER 29, 2023

Front-end development, or client-side development, involves building the User Interface (UI) of a website or a web application, that determines how every part of a website will look and how it will work. are all developed as a part of the front-end. are all developed as a part of the front-end.

Portfolio

Portfolio Amazon Web Services Programming Language Coding

Data News — Week 24.02

Christophe Blefari

JANUARY 14, 2024

I coded exclusively with ChatGPT for 30 Days — Good takeaways about a nice experiment. dbt meta tag — A list of the companies habing product features depending on the meta tag. Might be the best adoption trigger we ever saw. It explains NVIDIA 2023 success, but HuggingFace is legendary for the same reason.

Google Cloud

Google Cloud Data SQL Python

Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Leading the Development of Profitable and Sustainable Products

MORE WEBINARS

10+ Best HTML Project for Beginners in 2023 [with Source Code]

Knowledge Hut

OCTOBER 26, 2023

Every front-end developer should also be proficient with HTML to enhance their careers. Therefore, it should go without saying that learning HTML is a necessary first step if you want to succeed in the field of Web development. The <figcaption> element can be used in addition to the <figure> tag to indicate captions.

Coding

Coding Project Portfolio Media

How to Package and Price Embedded Analytics

Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.

Analytics Application

Create a New React Project From Scratch [Step-by-Step Guide]

Knowledge Hut

OCTOBER 29, 2023

These tutorials are aimed for the aspiring and seasoned web developers & designer. If you are an aspiring web developer who wants to establish their career in React and other modern frontend technologies, these tutorials will provide you the basic understanding that you need to learn, rehearse and practice.

Project

Project Programming Language Java Coding

What is Angularjs? Applications and Advantages

Knowledge Hut

MAY 1, 2024

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. It includes designs to make the web page more visible, or to make the user-experience better. We will understand the applications of Angular JS, along with its usage.

Java

Java Coding Python Designing

Introducing Vector Search on Rockset: How to run semantic search with OpenAI and Rockset

Rockset

APRIL 18, 2023

We’re excited to introduce vector search on Rockset to power fast and efficient search experiences, personalization engines, fraud detection systems and more. Before vector search, search experiences primarily relied on keyword search, which frequently involved manually tagging data to identify and deliver relevant results.

Unstructured Data

Unstructured Data Metadata Machine Learning SQL

HTML Vs CSS: Top Differences and Similarities

Knowledge Hut

JULY 28, 2023

HTML and CSS are the two main leading fundamental languages used in web development to create visually appealing and interactive websites. On the other hand, CSS, or Cascading Style Sheets, controls the presentation and layout of these elements, allowing developers to customize colors, fonts, and positioning. What is HTML? What is CSS?

Media

Media Designing Portfolio Coding

Google Shutting down Firebase Dynamic Links

The Pragmatic Engineer

AUGUST 3, 2023

” Because of how useful this product is, especially for app developers building on top of it, this announcement came as a surprise. For example, we’ve found that some developers greatly value the deep-linking functionality that allows them to direct users to specific places in their apps.

Metadata

Metadata Engineering Building Technology

Migrating Netflix to GraphQL Safely

Netflix Tech

JUNE 14, 2023

The GraphQL shim enabled client engineers to move quickly onto GraphQL, figure out client-side concerns like cache normalization, experiment with different GraphQL clients, and investigate client performance without being blocked by server-side migrations. To launch Phase 1 safely, we used AB Testing. How does it work?

Utilities

Utilities Java Systems AWS

How to Add Background Image in HTML [Step-by-Step]

Knowledge Hut

JANUARY 3, 2024

The background image attribute found inside the <body> tag is the most popular and straightforward method of adding a background image. Every front-end developer should also be proficient with HTML in order to enhance their careers. An HTML document is made up of several HTML tags, each of which has distinct content.

Coding

Coding Programming Programming Language Python

How DoorDash Migrated from StatsD to Prometheus

DoorDash Engineering

AUGUST 1, 2023

Challenges Faced With StatsD StatsD was a great asset for our early observability needs, but we began encountering constraints such as losing metrics during surge events, difficulties with naming/standardized tags, and a lack of reporting tools. We’ll briefly introduce StatD’s history before diving into those specific issues.

AWS

AWS Transportation Programming Language Government

Extracting skills from content to fuel the LinkedIn Skills Graph

LinkedIn Engineering

DECEMBER 13, 2023

What this looks like practically is an organization putting a candidate's skills at the center of their hiring decisions and creating learning opportunities for employees to develop skills to advance their careers. Sometimes they’ll include skills in their Summary and Experience sections, or in resumes.

Recruitment

Recruitment Utilities Designing Java

12 Responsive Web Design Principles You Need to Know in 2024

Knowledge Hut

MARCH 27, 2024

Building a website or application that modifies its user experience based on the browser or device is standard practice these days. The goal of responsive web design is to create user interfaces (UI) for websites that adjust to different screen sizes and devices to provide the best possible viewing and user experience.

Designing

Designing Media Accessible Accessibility

A New Horizon for Data Reliability With Monte Carlo and Snowflake

Monte Carlo

JANUARY 29, 2024

Snowflake object tagging enables data teams to easily organize and classify their data objects with helpful context like ownership and priority level. And with Monte Carlo’s deep Snowflake integration, those object tags can also be automatically imported and applied to your Monte Carlo Access View as well. Route it to fix ASAP.

Metadata

Metadata High Quality Data Data Pipeline Machine Learning

Top 5 Reasons to Learn React JS in 2024

Knowledge Hut

DECEMBER 22, 2023

Among the most popular JavaScript libraries, ReactJS brings with it rich features that make it an easy to use and popular tool among developers. React libraries are growing at an enormous rate, helping developers in building rich efficient front-end abstractions by writing less code and in lesser time as well! Want to know more?

Coding

Coding Building Project Engineering

Machine Learning for Fraud Detection in Streaming Services

Netflix Tech

NOVEMBER 11, 2022

In this work, by relying on the knowledge and experience of streaming security experts, we define features based on the expected streaming behavior of the users and their interactions with devices. Rule-based anomaly detection approaches use a set of rules which rely on the knowledge and experience of domain experts.

Machine Learning

Machine Learning Digital Media Datasets Media

Improving the code quality of your dbt models with unit tests and TDD

Towards Data Science

JUNE 2, 2023

As I will share with you at the end, it even allowed us to start practicing test-driven development to develop our models. No problem, we can leverage dbt tags functionality to isolate our unit tests. We can also run this type of tests in isolation using the tag name we specified in the test configuration. Kent Beck ?

Coding

Coding SQL Software Engineer Software Engineering

HTML Best Practices

Knowledge Hut

JULY 14, 2023

Best practices must increase code quality, user experience, and development speed to maximize this flexible language's potential. An extensive, well-structured online course may teach you how to develop efficient, accessible, and attractive websites. What is HTML? Accessibility is a crucial aspect of HTML best practices.

Media

Media Coding Accessible Accessibility

What is Web Development? Types, Stages, Tools, Benefits

Knowledge Hut

MARCH 21, 2024

Having coded and experimented with websites for countless hours, I now view web development as an art form that allows you to bring ideas to life rather than just markup and code. What Is Web Development? Let us start with an introduction to web development. Let us start with an introduction to web development.

Medical

Medical Programming Language Electronics MongoDB

15 Essential Java Full Stack Developer Skills in 2024

Knowledge Hut

DECEMBER 19, 2023

Also, Java back end developer skills are wanted nowadays by the top companies. Java has become the go-to language for mobile development, backend development, cloud-based solutions, and other trending technologies like IoT and Big Data. Who is a Java Full Stack Developer? So, the Java developer’s key skills are: 1.

Java

Java Programming Language Architecture Database

What’s the difference between HTML vs PHP?

Knowledge Hut

JULY 27, 2023

Two key web development technologies, HTML V PHP, each serve a different function. It offers a collection of pre-made tags and components that specify the structure and content of a webpage. By integrating PHP code into HTML documents, it enables developers to build dynamic and interactive web pages.

Programming Language

Programming Language Database PostgreSQL Programming

Top 20 Front End Developer Skills to Know in 2024

Knowledge Hut

JANUARY 31, 2024

Our life as a developer seems to be quite competitive in a world where the use of different programming languages is constant. In this article, you will read about the topmost Front End Developer skills which will help you upscale your expertise in web development. Who is a Front-end Developer? Doctype HTML> tag.

Programming Language

Programming Language Programming Coding Python

Movie Recommendation System: Definition, Strategies, Usecase

Knowledge Hut

FEBRUARY 1, 2024

Hybrid recommendation systems that combine multiple algorithms are becoming increasingly popular, as they ensure a more accurate & personalized recommendation experience. In general, the architecture of a movie recommender system process is intricately designed to provide a seamless, enjoyable movie experience for users.

Systems

Systems Entertainment Algorithm Datasets

Our Learnings from the Early Days of Generative AI

LinkedIn Engineering

APRIL 6, 2023

It’s been an exciting few months at LinkedIn, as our engineering and product teams have been working hard to build some new and advanced AI-powered experiences for our members and customers. We recently shared some big moments around new AI-powered experiences, specifically leveraging generative AI in our products.

Accessible

Accessible Accessibility Technology Engineering

How the EU’s Digital Operations Resilience Act (DORA) Aims To Strengthen Operational Resilience in Financial Services

Snowflake

APRIL 29, 2024

The second batch of DORA policy products, which aims to strengthen oversight and risk management for third-party ICT providers, is currently under development. Respond: develop clear plans for effectively handling incidents and minimizing their impact. Assess: evaluate the potential risks associated with those functions.

Transportation

Transportation Data Governance Government Consulting

Upgrade your Modern Data Stack

Christophe Blefari

SEPTEMBER 28, 2023

By nature it should be simple—to maintain, to develop—it should be stable, it should be proven. developer experience to add new workflows —This is something often neglected by data engineers, you need to build the best dev experience for other data people not everyone is fluent with the CLI.

Cloud Storage

Cloud Storage Big Data Hadoop SQL

Understanding GraphQL Directives: Practical Use-Cases at Zalando

Zalando Engineering

OCTOBER 18, 2023

We define entities abstractly as the basic building blocks for designing customer experience. This code generation allows us to develop the boilerplate code for the entity ID type definitions and resolvers - for example, the __typename resolvers. Using this directive on a query adds a specific client-defined tag to our tracing spans.

Metadata

Metadata Coding Banking Designing

How to Create an Amazon Price Tracker Service Using Python?

Workfall

AUGUST 29, 2023

Its elegant syntax allows developers to express ideas in fewer lines of code compared to other languages, making it beginner-friendly and efficient. Python is widely used in web development, data analysis, artificial intelligence, automation, scientific computing, and more, making it a go-to choice for developers worldwide.

Python

Python Pipeline-centric Programming Language Coding

Why Web Development is Important for Business?

Knowledge Hut

JANUARY 2, 2024

The importance of web design and development for businesses cannot be overstated, with a well-designed website playing a critical role in attracting and retaining customers. The solution is simple: invest in top-tier web development. What is Web Development? So, without further ado, let's begin!

Media

Media Designing Accessible Accessibility

Building Netflix’s Distributed Tracing Infrastructure

Netflix Tech

OCTOBER 19, 2020

If we had an ID for each streaming session then distributed tracing could easily reconstruct session failure by providing service topology, retry and error tags, and latency measurements for all service calls. This insight led us to build Edgar: a distributed tracing infrastructure and user experience.

Building

Building Transportation Metadata Java

How To Install and Setup React Native on Mac

Knowledge Hut

MAY 16, 2024

Facebook developed React Native from a need to generate UI elements efficiently, which formed the basis for creating the open-source web framework. Its native cross-platform capabilities allow usage for a wide range of platforms for application development, including Android, Web, Windows, UWP, tvOS, macOS, iOS, and AndroidTV.

Java

Java Utilities Coding Project

The Role of Mathematics in Machine Learning

Knowledge Hut

MAY 2, 2024

From self – driving Cars, robots, image recognition, diagnostic assessments, recommendation engines, Photo Tagging, fraud detection and more, the future for machine learning and AI is bright and full of untapped possibilities. It is used to develop fast and efficient solutions.

Machine Learning

Machine Learning Algorithm Datasets Deep Learning

New Series: Creating Media with Machine Learning

Netflix Tech

NOVEMBER 11, 2022

By Vi Iyengar , Keila Fong , Hossein Taghavi , Andy Yao , Kelli Griggs , Boris Chen , Cristina Segalin , Apurva Kansara , Grace Tang , Billur Engin , Amir Ziai , James Ray , Jonathan Solorzano-Hamilton Welcome to the first post in our multi-part series on how Netflix is developing and using machine learning (ML) to help creators make better media?—?from

Media

Media Machine Learning Algorithm Deep Learning

ML Training and Deployment Pipeline Using Databricks

Ripple Engineering

MARCH 30, 2023

Tracking models and all associated data is helpful in tracking performance over time, backtesting experiments and A/B testing. Our training code is stored on GitLab which is very securely locked down making it harder to integrate with a development platform like Databricks. and store this information for a long time.

Machine Learning

Machine Learning AWS Metadata Data Collection

Costwiz: Saving cost for LinkedIn enterprise on Azure

LinkedIn Engineering

JULY 27, 2023

Without careful monitoring and accountability in place, organizations risk getting swept away by soaring costs, compromising their ability to enhance the member and customer experience. We started with parsing provisioner details in resources and then processed the tags in resources and resource groups.

Metadata

Metadata Utilities Cloud Data Lake

New Snowflake Features Released in September–November 2023

Snowflake

DECEMBER 12, 2023

At our recent Snowday event, we announced a wave of Snowflake product innovations for easier application development, new AI and LLM capabilities, better cost management and more. Whether assigning tags, implementing masking policies, or applying row access policies, the process is easy and simple. Learn more about Iceberg Tables here.

Metadata

Metadata Python AWS Government

Mastering Healthcare Data Pipelines: A Comprehensive Guide from Biome Analytics

Ascend.io

MAY 24, 2023

With more than eight years of experience in diverse industries, Sarwat has spent the last four building over 20 data pipelines in both Python and PySpark with hundreds of lines of code. The information presented here is a summary of her insights and experiences. Reading not your thing? According to the Commonwealth Fund, U.S.

Healthcare

Healthcare Data Pipeline Hospitality Datasets

How to Make Your Own Google Chrome Extension?

Workfall

AUGUST 23, 2023

Reading Time: 9 minutes Google Chrome Google Chrome is a widely-used web browser developed by Google. These extensions are designed to enhance and customize the browsing experience by adding new features, modifying existing ones, or integrating with other web services. Add the below code inside the body tag of the index.html file.

Metadata

Metadata Coding Project Utilities

10 Best Front End Development Books in 2024 [For All Levels]

Knowledge Hut

JANUARY 22, 2024

According to the "Future of Jobs Report 2023" by the World Economic Forum, front-end developers will be among the top jobs in the coming years. This is driven by the increasing importance of user experience and the growth of web and mobile applications. Get to know more about  how to become a frontend developer.

Media

Media Certification Education Coding

How to Build an Interactive Real-Time Chat Application with Websockets?

Workfall

SEPTEMBER 12, 2023

Its user-friendly API simplifies development, embracing an event-driven structure for custom interactions. Its extensive community and documentation resources further enhance its appeal, making it an ideal choice for creating dynamic and interactive web experiences. in order to develop a chat web application using the Socket.io

Building

Building MongoDB Programming Language Coding

Top Cloud Computing Jobs: Salaries and Benefits

Knowledge Hut

JANUARY 12, 2024

If you are an IT professional and have some experience, you can up-skill yourself with the Cloud Computing course. Managing a team of IT professionals is also a requirement since they are responsible for developing and maintaining the infrastructure of the organization. Salary range: $115K - $184K 2. Salary range: $90K - $142K 4.

Cloud Computing

Cloud Computing Cloud Computer Science Programming Language

Building and maintaining the skills taxonomy that powers LinkedIn's Skills Graph

LinkedIn Engineering

MARCH 21, 2023

Our members and customers experience the insights from our Skills Graph in the tools they use everyday on LinkedIn, including Recruiter and LinkedIn Learning. The Skills Graph uses the taxonomy to facilitate skills-first experiences across various models and products at LinkedIn. This includes several standardizers/models (e.g.,

Building

Building Recruitment Machine Learning Deep Learning

Building DoorDash’s Product Knowledge Graph with Large Language Models

The Complete Front-End Developer Roadmap 2024

Webinars

Trending Sources

Data News — Week 24.02

Webinars

10+ Best HTML Project for Beginners in 2023 [with Source Code]

How to Package and Price Embedded Analytics

Create a New React Project From Scratch [Step-by-Step Guide]

What is Angularjs? Applications and Advantages

Introducing Vector Search on Rockset: How to run semantic search with OpenAI and Rockset

HTML Vs CSS: Top Differences and Similarities

Google Shutting down Firebase Dynamic Links

Migrating Netflix to GraphQL Safely

How to Add Background Image in HTML [Step-by-Step]

How DoorDash Migrated from StatsD to Prometheus

Extracting skills from content to fuel the LinkedIn Skills Graph

12 Responsive Web Design Principles You Need to Know in 2024

A New Horizon for Data Reliability With Monte Carlo and Snowflake

Top 5 Reasons to Learn React JS in 2024

Machine Learning for Fraud Detection in Streaming Services

Improving the code quality of your dbt models with unit tests and TDD

HTML Best Practices

What is Web Development? Types, Stages, Tools, Benefits

15 Essential Java Full Stack Developer Skills in 2024

What’s the difference between HTML vs PHP?

Top 20 Front End Developer Skills to Know in 2024

Movie Recommendation System: Definition, Strategies, Usecase

Our Learnings from the Early Days of Generative AI

How the EU’s Digital Operations Resilience Act (DORA) Aims To Strengthen Operational Resilience in Financial Services

Upgrade your Modern Data Stack

Understanding GraphQL Directives: Practical Use-Cases at Zalando

How to Create an Amazon Price Tracker Service Using Python?

Why Web Development is Important for Business?

Building Netflix’s Distributed Tracing Infrastructure

How To Install and Setup React Native on Mac

The Role of Mathematics in Machine Learning

New Series: Creating Media with Machine Learning

ML Training and Deployment Pipeline Using Databricks

Costwiz: Saving cost for LinkedIn enterprise on Azure

New Snowflake Features Released in September–November 2023

Mastering Healthcare Data Pipelines: A Comprehensive Guide from Biome Analytics

How to Make Your Own Google Chrome Extension?

10 Best Front End Development Books in 2024 [For All Levels]

How to Build an Interactive Real-Time Chat Application with Websockets?

Top Cloud Computing Jobs: Salaries and Benefits

Building and maintaining the skills taxonomy that powers LinkedIn's Skills Graph

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