Tweag

APRIL 26, 2023

Defunctionalization — replacing functional arguments in higher-order functions with tags denoting the context of those functions (Wikipedia has a good article on this). Tags or strings In the above, the different transformations are denoted by different types ( data Prenex , for instance).

Data Process 98

Data Process Process Programming Data 98

Christophe Blefari

SEPTEMBER 28, 2023

I often say that data engineering is boring, insanely boring. When you are a data engineer you're getting paid to build systems that people can rely on. The central storage can be cloud storage, a warehouse, a real-time system, while the SQL engine can be a data warehouse or a dedicated processing engine.

Cloud Storage 147

Cloud Storage Big Data Hadoop SQL 147

Cloudera

OCTOBER 30, 2023

Now development teams and engineers can spin up IT resources by themselves, just with a click of a button. According to Gartner Hyper Cycle 2 , Cloud computing solutions are situated on the plateau of productivity, so more and more companies are starting that journey.

Cloud 79

Cloud Finance Cloud Computing Government 79

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 94

Accessible Accessibility Technology Engineering 94

Lyft Engineering

OCTOBER 3, 2023

This makes it easy for engineers to generate, transform, store, and analyze data at the petabyte scale. We will then introduce our in-house product, Verity, and showcase how it serves as a central platform for ensuring data quality in our Hive Data Warehouse. It is now the norm for tech companies to have a well-developed data platform.

Big Data 84

Big Data Metadata Data Warehouse Data 84

Engineering at Meta

FEBRUARY 7, 2023

Instagram maps on Android Actus (from Meta’s New Product Experimentation team) Facebook Crisis Response Facebook check-ins Mapillary ( iOS , Android , Web ) Meta Quest Pro demo finder WhatsApp business directory on Android Fast rendering and up-to-date data We’re now serving several basemaps. Visit Maps at Meta for more information.

Entertainment 134

Entertainment Transportation Data Schemas AWS 134

Netflix Tech

OCTOBER 19, 2020

a Netflix member via Twitter This is an example of a question our on-call engineers need to answer to help resolve a member issue?—?which We needed to increase engineering productivity via distributed request tracing. That is the first question our engineering teams asked us when integrating the tracer library.

Building 93

Building Transportation Metadata Java 93

Towards Data Science

OCTOBER 25, 2023

As a data or analytics engineer, you knew where to find all the transformation logic and models because they were all in the same codebase. For years, software engineering has successfully embraced the concept of small units of work performed by ‘two-pizza teams’. There was only one data team, two at most. How did they do it?

Data Pipeline 82

Data Pipeline SQL Data Architecture Data 82

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?—?

Media 95

Media Machine Learning Algorithm Deep Learning 95

LinkedIn Engineering

MARCH 21, 2023

One of the most exciting parts of our work is that we get to play a part in helping progress a skills-first labor market through our team’s ongoing engineering work in building our Skills Graph. The Skills Graph uses the taxonomy to facilitate skills-first experiences across various models and products at LinkedIn.

Building 85

Building Recruitment Machine Learning Deep Learning 85

Knowledge Hut

JANUARY 2, 2024

Customers are increasingly using the internet to research products and services before making purchases, emphasizing the importance of online presence for businesses. A website can act as a virtual showroom where potential clients can find out more about the company, its products, and how it can help them with their problems.

Media 52

Media Designing Accessible Accessibility 52

Cloudera

JUNE 26, 2023

Here are some tips and tricks of the trade to prevent well-intended yet inappropriate data engineering and data science activities from cluttering or crashing the cluster. For data engineering and data science teams, CDSW is highly effective as a comprehensive platform that trains, develops, and deploys machine learning models.

ETL Tools 78

ETL Tools Programming Language Datasets Data Pipeline 78

Snowflake

JUNE 14, 2023

They apply their business logic to unlock deeper insights and generate data products such as Sentinel and Prism. With guidance from the Snowflake sales engineering team, Komodo implemented best practices that have resulted in improved product performance.

Healthcare 52

Healthcare SQL Algorithm Architecture 52

Data Engineering Podcast

DECEMBER 21, 2020

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management What are the pieces of advice that you wish you had received early in your career of data engineering? If you hand a book to a new data engineer, what wisdom would you add to it? When is Immuta the wrong choice?

Data Governance 130

Data Governance Government Data Lake Banking 130

AltexSoft

AUGUST 25, 2021

Internet search engines are wonderfully helpful when auto-filling our queries, language translation has never been more seamless and correct, and advanced grammar checks save our reputation when we’re sending emails. Information from an invoice is extracted, tagged, and structured. Feature engineering. Text classification.

Process 139

Process Deep Learning Datasets Machine Learning 139

Scott Logic

JANUARY 25, 2024

The marketing resources, PPC budgets, and team sizes of the big players make inclusion in Search Engine Results Pages (SERPs) feel akin to David vs Goliath. As search engines have evolved (sorry, Ask Jeeves), so have their algorithms when marrying search queries with relevant content. It impacts every area of marketing.

Algorithm 52

Algorithm Banking Engineering Consulting 52

Netflix Tech

MARCH 10, 2021

Groups beyond software engineering teams are standing up their own systems and automation. This is an amazing movement providing numerous opportunities for product innovation, but managing this growth has introduced a support burden of ensuring proper security authentication & authorization, cloud hygiene, and scalable processes.

AWS 100

AWS Accessible Accessibility Cloud 100

Ripple Engineering

MARCH 30, 2023

Summary Managing the entire lifecycle of a machine learning (ML) model from inception to deployment in production can be a daunting task involving multiple systems and lots of moving parts. and we needed a managed solution that would help us deliver models to product use cases within a short amount of time, which led us to choose Databricks.

Machine Learning 98

Machine Learning AWS Metadata Data Collection 98

Data Engineering Podcast

DECEMBER 17, 2017

Summary Time series databases have long been the cornerstone of a robust metrics system, but the existing options are often difficult to manage in production. How are metrics identified in Siri and is there any support for tagging? Go to dataengineeringpodcast.com/gocd to download and launch it today.

Database 100

Database Data Pipeline Data Engineering Data Engineer 100

Knowledge Hut

DECEMBER 25, 2023

These talented folks can develop a whole product from scratch. Industries where full stack developers are relevant The demand for Full stack developers is the highest in early-stage startups, where they want to create a Minimum Viable Product at the earliest to showcase to the investors. But a frontend engineer should know its basics.

Java 98

Java Database PostgreSQL Project 98

Knowledge Hut

OCTOBER 27, 2023

Machine Health Monitoring System Problem Statement - Manufacturing industries rely on small, medium, and large-scale equipment to drive their process and aid in the preparation of final product. Retail giants like Walmart, Amazon, Target depend heavily on product prices to increase sales and generate revenue at the year-end.

Data Science 52

Data Science Python Project Manufacturing 52

DareData

NOVEMBER 28, 2023

Nowadays, the next step for a Junior Data Scientist to get into real-life projects resides in understanding how to gather, manage and organize information on different high-performing machine learning models; deploy them into production; and monitor the performance. But that is not all! Two nice features of Prefect: It is written in Python!

Data Science 52

Data Science Medical Machine Learning Data 52

Knowledge Hut

NOVEMBER 16, 2023

He or she can get a full-fledged engineering degree. This enables programmers to insert Java code into HTML pages using particular JSP tags. If you are not coming from an engineering background, then also you can learn CCNA or CCNP, or both. Then you need to take some ad hoc classes for non-engineering students.

Technology 98

Technology MySQL MongoDB Google Cloud 98

Cloudera

DECEMBER 21, 2020

A Cloudera Data Engineering service exists. He has recently attended a Cloudera Fast Forward webinar where the latest trends and production-proven ML algorithms have been highlighted and exemplified. The Data Engineer. A Cloudera Data Warehouse virtual warehouse with Cloudera Data Visualisation enabled exists.

Banking 98

Banking Data Lake Data Data Warehouse 98

Knowledge Hut

APRIL 20, 2023

Customers are increasingly using the internet to research products and services before making purchases, emphasizing the importance of online presence for businesses. A website can act as a virtual showroom where potential clients can find out more about the company, its products, and how it can help them with their problems.

Media 52

Media Designing Accessible Accessibility 52

ProjectPro

JULY 21, 2021

Thus, now is a good time to dive into the world of NLP and if you want to know what skills are required for an NLP engineer, check out the list that we have prepared below. NLP Projects Idea #1 Sentiment Analysis This is one of the most popular NLP projects that you will find in the bucket of almost every NLP Research Engineer.

Coding 52

Coding Project Deep Learning Algorithm 52

Netflix Tech

JANUARY 25, 2023

Annotations Sometimes people describe annotations as tags but that is a limited definition. Different types of search queries are supported using the Elasticsearch as a backend search engine. In Marken, an annotation is a piece of metadata which can be attached to an object from any domain.

Algorithm 113

Algorithm Media Metadata Data Ingestion 113

phData: Data Engineering

OCTOBER 12, 2022

In fact, you can even configure the default documentation for a project to be the documentation that is generated on a production deployment. It allows you to tag which final models are being used for a particular data product or dashboard. With dbt Cloud, however, you are hosting this documentation in your dbt Cloud instance.

Cloud 52

Cloud Metadata SQL Data Warehouse 52

Data Engineering Weekly

JUNE 4, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make it easy to collect data from every application, website, and SaaS platform, then activate it in your warehouse and business tools. Sign up free to test out the tool today. Can we test SQL business logic during the development phase itself?

Data Engineering 52

Data Engineering Data Engineer Engineering Medical 52

Netflix Tech

OCTOBER 27, 2021

It allows data scientists to define ML workflows, test them locally, scale-out to the cloud, and deploy to production in idiomatic Python code. Outside Netflix, Metaflow is used to power machine learning in production by hundreds of companies across industries from bioinformatics to real estate.

Python 89

Python Machine Learning Data Science Metadata 89

Knowledge Hut

MARCH 28, 2024

The group of engineers hired for the project attempted to build a system that can operate at a 100-200 times greater speed compared to its nearest competitor. Reasons Why the Project Failed The younger generation at that time was confused about the impression of the final product. Case Study 4: Apple Lisa Who Failed?

Project 52

Project Management Electronics Manufacturing 52

Knowledge Hut

JANUARY 12, 2024

Cloud System Engineer A cloud system engineer is an IT professional responsible for building and maintaining an organization's cloud infrastructure. Education requirements: Individuals must have a Bachelor of Science degree in computer science, engineering or other related fields that provides similar skills to work in this role.

Cloud Computing 98

Cloud Computing Cloud Computer Science Programming Language 98

Lyft Engineering

SEPTEMBER 6, 2023

In 2021, the DevInfra team launched a fundamental shift to our developer environments to scale developer productivity: instead of providing difficult to maintain, fully isolated environments (EC2 VMs), we created tooling to isolate requests to pull requests (PRs) deployed within our shared staging environment. Simulate a Lyft ride ?

Building 80

Building Metadata Electronics Engineering 80

Snowflake

AUGUST 21, 2023

Data-as-a-product: By considering data resources through a product lens, teams can adopt practices centered around quality and ease of use. It’s also crucial that teams consider the price tag of the data mesh. This system quickly became unmanageable as Roche sought to make more efficient use of its data resources.

Pipeline-centric 52

Pipeline-centric Architecture Government Data Architect 52

Data Engineering Podcast

APRIL 19, 2021

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. Via the UI or via an API. Empire state buidling.

Data Pipeline 100

Data Pipeline Machine Learning Data Warehouse Datasets 100

Striim

JANUARY 4, 2023

These companies collect data from production applications and B2B SaaS tools (e.g., Similarly, an engineer might change something in the schema of the source system. Although it might not affect production, it might break something in other cases. Mailchimp). What are data contracts?

PostgreSQL 52

PostgreSQL Data Warehouse Data Lake Data 52

Monte Carlo

JUNE 22, 2023

At our latest IMPACT summit, Roche shared their data mesh strategy for creating reliable data products. The goal of the Roche data team is to maximize the outcomes of customers and patients through data and analytics products. data modeling within data products and across domains. So they agreed to leverage Data Vault 2.0

Building 52

Building Data Ingestion Data Business Analyst 52