Knowledge Hut

JUNE 20, 2023

A novice data scientist prepared to start a rewarding journey may need clarification on the differences between a data scientist and a machine learning engineer. Let's find out the differences between a data scientist and a machine learning engineer below to make an informative decision.

Machine Learning 52

Machine Learning Data Engineering Data Engineer Engineering 52

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. These common tags are useful to create common dashboards and alerts to monitor service health.

AWS 82

AWS Transportation Programming Language Government 82

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 105

Unstructured Data Metadata Machine Learning SQL 105

Christophe Blefari

MARCH 1, 2023

dbt is a development framework that combines modular SQL with software engineering best practices to make data transformation reliable, fast, and fun. It was the previous tag line dbt Labs had on their website. Jinja templating — Jinja is a templating engine that seems to exist forever in Python.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278

Knowledge Hut

SEPTEMBER 29, 2023

This growth is creating a strong demand for data experts, especially Azure data engineers. But who are Azure data engineers, and what do they do? Moreover, what benefits can you expect from a career in Azure Data Engineering? Join us on this journey through the exciting realm of Azure Data Engineering.

Certification 52

Certification Data Engineering Data Engineer Engineering 52

The Pragmatic Engineer

SEPTEMBER 22, 2023

👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. Bun was mostly built by Jared Sumner , a former Stripe engineer, and recipient of the Thiel Fellowship (a grant of $100,000 for young people to drop out of school and build things, founded by venture capitalist, Peter Thiel). world by storm.

Programming Language 237

Programming Language Coding Project Engineering 237

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

Zalando Engineering

JUNE 30, 2020

Our Engineering Blog was launched in June 2020 after a long break of the previous tech blog. As authors of the Engineering Blog will (mostly) be software engineers, we decided to switch to a git-based workflow and a static site generator. Article tags should be curated via an explicit allowlist. scripts/new-post.py

Engineering 40

Engineering Bytes AWS Python 40

Hepta Analytics

FEBRUARY 14, 2022

We looked at the following: How do we ingest – ETL vs ELT Where do we store the data – Data lake vs data warehouse Which tool to we use to ingest – cronjob vs workflow engine NOTE : This weeks task requires good internet speed and good compute. Replace the image tag with the lines below. It is called Idempotency.

Data Ingestion 52

Data Ingestion Data Engineering Data Engineer Engineering 52

Towards Data Science

MARCH 1, 2023

Similarly, our flatMapWithGroupState will accumulate tags (evaluated true/false Sigma expressions) and later release them. Our Flux Capacitor function is easy to configure and let’s the user specify how and when each individual tag is stored and retrieved. This evaluator is a no-op, it simply passes the current tag value through.

Designing 76

Designing Scala Data Science Process 76

Engineering at Meta

FEBRUARY 7, 2023

Recently, we partnered with the Daylight team at Meta to create Earth Tables, an extension of Daylight that simplifies OSM tags. We parsed OSM’s complicated building and building:part tags to refashion our building features from the ground up. The post Improving Meta’s global maps appeared first on Engineering at Meta.

Entertainment 133

Entertainment Transportation Data Schemas AWS 133

Lyft Engineering

OCTOBER 3, 2023

This makes it easy for engineers to generate, transform, store, and analyze data at the petabyte scale. The lack of centralization in data quality also made the data discovery process inefficient, making it hard for data scientists and data engineers to identify trustworthy data. Yet this has come at the cost of quality.

Big Data 84

Big Data Metadata Data Warehouse Data 84

Cloudera

OCTOBER 30, 2023

Now development teams and engineers can spin up IT resources by themselves, just with a click of a button. Resource tagging CDP Public Cloud allows administrators to easily add tags to the Data Service and resources the platform deploys on the company’s cloud tenant.

Cloud 80

Cloud Finance Cloud Computing Government 80

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

Knowledge Hut

JULY 14, 2023

By sticking to these best practices, developers can produce readily maintainable code that enhances the overall user experience and improves search engine visibility and website performance. Consistent indentation, correct use of tags, and meaningful naming conventions contribute to the readability and clarity of the code.

Media 52

Media Coding Accessible Accessibility 52

Yelp Engineering

APRIL 19, 2023

We need to tag, organize and rank online content to attain this goal. For this purpose, Yelp engineers have started using general embeddings on different data. Yelp aims to offer easily accessible high-quality content. It improves usability and efficiency for all kinds of model development.

Deep Learning 59

Deep Learning Accessible Accessibility Engineering 59

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. These are two really crucial tools that accelerated our generative AI exploration, and that we look forward to sharing more about in the future.

Accessible 94

Accessible Accessibility Technology Engineering 94

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. Engineering vs PyTorch Figure 6: Sample Seed Skills Graph KGBert helps build a more accurate and complex taxonomy in less time.

Building 85

Building Recruitment Machine Learning Deep Learning 85

Cloudera

APRIL 30, 2021

Cloudera Data Engineering (CDE) is a cloud-native service purpose-built for enterprise data engineering teams. To deploy this example, follow these steps – Get the base image name & tag from the Cloudera docker repository. image-engine="spark2". Try out Cloudera Data Engineering today! image="docker.io/vka3/cde:cde-runtime-ml".

Python 63

Python Data Engineering Data Engineer Engineering 63

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

Team Data Science

JUNE 6, 2020

Welcome back to this Toronto Specific data engineering project. We left off last time concluding finance has the largest demand for data engineers who have skills with AWS, and sketched out what our data ingestion pipeline will look like. I began building out the data ingestion pipeline by launching an EC2 instance.

Project 130

Project Management Data Ingestion AWS 130

Towards Data Science

JUNE 19, 2023

Photo by CHUTTERSNAP on Unsplash This article is about Meerschaum Compose , a tool for defining ETL pipelines in YAML and a plugin for the data engineering framework Meerschaum. As more data engineers built their pipelines using the platform, the dynamic nature of pipes meant that a solution was needed to provide project-level isolation.

PostgreSQL 81

PostgreSQL SQL Python Project 81

The Pragmatic Engineer

AUGUST 3, 2023

👋 Hi, this is Gergely with a free issue of the Pragmatic Engineer Newsletter. The full edition additionally covers: Details behind Wise’s open engineering salary bands. I got more details from Timothee Ledure, the former engineering lead at Wise, at their Singapore office.

Metadata 159

Metadata Engineering Building Technology 159

Towards Data Science

JUNE 16, 2023

How to keep your critical data model definitions updated Automate as much as possible around tagging your critical data models. bronze, silver, gold) or a binary approach (e.g. critical, non-critical). Source: synq.io Source: secoda.co Here are some processes to build in quality by design.

BI 80

BI Data ETL Tools Machine Learning 80

ProjectPro

DECEMBER 21, 2021

By practicing this project, you’ll get familiar with various NLP techniques such as lemmatization, tokenization, part of speech (POS tagging), stemming, etc. For this project, use the Python NLP library NLTK, as well as neural networks, to create your chatbot engine function from the ground up.

Machine Learning 52

Machine Learning Engineering Algorithm Computer Science 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

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

François Nguyen

JANUARY 23, 2021

Normally, you should clasiffy your data with a gold, silver and bronze tag based on the importance or crititicy of the data. Humm it could be difficult to reach and maintain this level (with the data quality dimensions defined earlier)… and your final user could look like this trying to find gold for years.

Finance 130

Finance Certification Data Pipeline Data 130

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 79

ETL Tools Programming Language Datasets Data Pipeline 79

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’. Notice also how we have tagged the tests as “contract-test-source”.

Data Pipeline 83

Data Pipeline SQL Data Architecture Data 83

Netflix Tech

MARCH 10, 2021

Groups beyond software engineering teams are standing up their own systems and automation. This mapping can be generated through role tags that indicate which users/groups are allowed to retrieve credentials for the role, ConsoleMe’s Dynamic Configuration , or through an organization’s custom logic.

AWS 100

AWS Accessible Accessibility Cloud 100

Pinterest Engineering

OCTOBER 28, 2022

Lin Wang | Android Performance Engineer Designed by AJ Oxendine | Software Engineer It’s a well-known fact for Android developers that an app’s manifest (AndroidManifest.xml) holds crucial application declarations. It is rarely monitored after being set up because we assume it hardly ever changes.

Software Engineer 52

Software Engineer Software Engineering Engineering Building 52

Data Engineering Podcast

SEPTEMBER 14, 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? What are the scaling factors for Hazelcast?

Process 100

Process Unstructured Data Metadata Data Engineering 100

Data Engineering Podcast

OCTOBER 12, 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?

Business Intelligence 100

Business Intelligence BI Consulting Data Ingestion 100

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. Source: NanoNets.

Process 139

Process Deep Learning Datasets Machine Learning 139

Data Engineering Podcast

DECEMBER 17, 2017

Preamble Hello and welcome to the Data Engineering Podcast, the show about modern data infrastructure When you’re ready to launch your next project you’ll need somewhere to deploy it. How are metrics identified in Siri and is there any support for tagging? What is SiriDB and how did the project get started?

Database 100

Database Data Pipeline Data Engineering Data Engineer 100

Data Engineering Podcast

JUNE 29, 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?

Data Collection 100

Data Collection Management High Quality Data Metadata 100