Rockset

JANUARY 26, 2023

Terraform is the most popular used DevOps tool for infrastructure management, that lets you define your infrastructure as code , and then the tool will take the configuration and compute the steps needed to take it from the current state to the desired state. This mimics how we use terraform at Rockset to manage Rockset resources.

AWS 52

AWS SQL Datasets Kafka 52

Data Engineering Podcast

DECEMBER 21, 2020

The team at Immuta has built a platform that aims to tackle that problem in a flexible and maintainable fashion so that data teams can easily integrate authorization, data masking, and privacy enhancing technologies into their data infrastructure. How do you handle managing access control/masking/tagging for derived data sets?

Data Governance 130

Data Governance Government Data Lake Banking 130

Christophe Blefari

MARCH 1, 2023

dbt was born out of the analysis that more and more companies were switching from on-premise Hadoop data infrastructure to cloud data warehouses. It was the previous tag line dbt Labs had on their website. In this resource hub I'll mainly focus on dbt Core— i.e. dbt. First let's understand why dbt exists.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278

Knowledge Hut

SEPTEMBER 27, 2023

This expansive infrastructure contributes to Azure's scalability, making it suitable for projects of any size. This ensures that your infrastructure adheres to your organization's rules and standards. Tagging and Billing: You can apply tags to resource groups for cost tracking and categorization.

Database-centric 52

Database-centric Cloud Computing Cloud Database 52

Christophe Blefari

SEPTEMBER 28, 2023

Find, tag and remove what is useless, what can be factorised. Marketing would have you believe that your data infrastructure may be obsolete but you shouldn't worry about it, if you're still using a crontab to run your jobs that's fine. DuckDB can help saving tons of money. Only healthy routines can prevent this.

Cloud Storage 147

Cloud Storage Big Data Hadoop SQL 147

Cloudera

JUNE 15, 2021

We can run the quickstart environment, which is a Docker container we can run locally or within a pipeline, or we can install the dependencies on a Linux machine in our data center infrastructure. We can run the playbook in stages using some specific tags , or just run the whole thing end to end. aws or.azure directories). ask-pass. <no

Cloud 83

Cloud AWS Kafka Management 83

Knowledge Hut

MARCH 19, 2024

AWS, with its strong infrastructure and all-inclusive product portfolio, supports a multitude of companies, providing industry-leading reliability and scalability. Reliability and High Availability: Doubling on AWS’s global infrastructure, your WordPress site can enjoy its high redundancy and availability.

AWS 52

AWS Amazon Web Services Retail Portfolio 52

Pinterest Engineering

OCTOBER 31, 2023

PinCompute aligns with the Platform as a Service (PaaS) cloud computing model, in that it abstracts away the undifferentiated heavy lifting of managing infrastructure and Kubernetes and enables users to focus on the unique aspects of their applications. Components that are able to be shared by multiple tenants (e.g.

Architecture 96

Architecture Pipeline-centric Accessible Accessibility 96

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. 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.

Cloud Computing 98

Cloud Computing Cloud Computer Science Programming Language 98

Lyft Engineering

OCTOBER 3, 2023

Metadata  —  This includes a human-readable name, a universally unique identifier (UUID), ownership information, and tags (arbitrary semantic aggregations like ‘ML-feature’ or ‘business-reporting’). This has useful aggregations like owning team, table name, and tags. It can be a fixed threshold or a statistical one.

Big Data 84

Big Data Metadata Data Warehouse Data 84

Netflix Tech

NOVEMBER 11, 2022

These timecode tags enable efficient discovery, freeing our creators from hours of categorizing footage so they can focus on creative decisions instead. With media-focused ML algorithms, we’ve brought science and art together to revolutionize how content is made. One area we are expanding into is multimodal content understanding?—?a

Media 95

Media Machine Learning Algorithm Deep Learning 95

Lyft Engineering

SEPTEMBER 6, 2023

Our team, the Developer Infrastructure team, aims to build the best tools to enable microservice owners (our “customers”) to reliably and quickly test changes in a local and/or end-to-end environment. This unlocked new infrastructure capabilities , such as acceptance testing.

Building 80

Building Metadata Electronics Engineering 80

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 have been the most challenging aspects of building Siri?

Database 100

Database Data Pipeline Data Engineering Data Engineer 100

dbt Developer Hub

JANUARY 23, 2023

If ignored, test failures can clog up a pipeline and create unactionable noise, rendering your testing infrastructure ineffective. Finally, to ensure all of our tests can then be aggregated, we modify the dbt_project.yml file and set the store_failures tag to ‘TRUE’ , thus persisting test failures into SQL tables. test_alias = f.

Metadata 52

Metadata High Quality Data SQL Data Integration 52

Cloudera

AUGUST 18, 2021

Otherwise, they risk quickly becoming overwhelmed by massive volumes of data captured in different formats from a diversity of sources, including Internet of Things (IoT) sensors, websites, mobile devices, cloud infrastructures, and partner networks. . Rethinking the Data Lifecycle. It requires rethinking the data lifecycle itself. .

Medical 87

Medical Hospitality Data Lake Healthcare 87

Scott Logic

NOVEMBER 9, 2023

There is a growing ecosystem of organisations that are promoting sustainability and environmental issues within software development, cloud computing, infrastructure, and digital services. It has working groups on topics like cleantech, sustainable digital infrastructure, and green IT education.

Amazon Web Services 52

Amazon Web Services Government Cloud Computing Consulting 52

Ripple Engineering

MARCH 30, 2023

ML flow tracking and ML flow APIs help with updating model stages and tags across various platforms. Once we had our GCP infrastructure in order we were able to get 4 teams working on 3 different model lines at Ripple onto Databricks in a matter of two months.

Machine Learning 98

Machine Learning AWS Metadata Data Collection 98

Monte Carlo

JUNE 22, 2023

However, in early 2020 they were on legacy on-premises infrastructure in a classic monolithic architecture, with multiple physical and virtual servers that were hard to maintain and slow to scale. The other two of course are the data mesh experience plane and the data infrastructure plane. How are they connected together?

Building 52

Building Data Ingestion Data Business Analyst 52

Knowledge Hut

SEPTEMBER 29, 2023

An AWS Cloud Solution Architect job description entails being responsible for designing, implementing, managing, and monitoring complex AWS Cloud Solutions and infrastructures for organizations. Cloud Governance : Utilize tools such as IAM, resource tagging, cost management , etc.

AWS 52

AWS Amazon Web Services Cloud Computing Computer Science 52

Cloudera

NOVEMBER 12, 2020

After all, every new request for IT resources or infrastructure seems to take 1-3 months–under these circumstances, their shadow IT projects seem well justified! An international pharma manages an infrastructure that supports about 1,500+ users across 1,400 hosts with 40+ petabytes of data handled across their clusters.

Cloud 102

Cloud Data Warehouse Banking Data 102

Knowledge Hut

JANUARY 31, 2024

ITIL was first developed in the late '80s by the Central Computing and Telecommunications Agency in Great Britain to improve quality at lower costs and improve their IT infrastructure. ITIL (Information Technology Infrastructure Library) standards or ITIL standards are one such framework of best practices in the IT domain.

Process 52

Process Certification Telecommunication Database 52

phData: Data Engineering

DECEMBER 16, 2021

Perhaps one of the most crucial elements in deciding a data catalog that’s right for your business is exploring how your tool is designed when it comes to infrastructure. Cloud-native architecture could also mean that infrastructure as code (IaC) is a possibility. The website will also almost never go into pricing.

Metadata 52

Metadata Datasets ETL Tools Cloud 52

Netflix Tech

OCTOBER 27, 2021

Following our culture of freedom and responsibility , Metaflow grants data scientists the freedom to choose the right modeling approach, handle data and features flexibly, and construct workflows easily while ensuring that the resulting project executes responsibly and robustly on the production infrastructure.

Python 89

Python Machine Learning Data Science Metadata 89

Knowledge Hut

NOVEMBER 16, 2023

This enables programmers to insert Java code into HTML pages using particular JSP tags. Microsoft Certified: DevOps Engineer Expert DevOps engineers are developers or infrastructure administrators with knowledge of working with people, processes, and products to enable enterprises to deliver value continuously.

Technology 98

Technology MySQL MongoDB Google Cloud 98

Knowledge Hut

NOVEMBER 18, 2023

It covers a variety of subjects, including virtual machines, networking, storage, and Azure infrastructure. Tags organize resources. It is a distilled version of the most important knowledge you need to have in order to pass the test. Automation accounts streamline tasks. Resource Locks prevent accidental deletion.

Certification 52

Certification SQL PostgreSQL NoSQL 52

Knowledge Hut

MARCH 20, 2024

In today's era, 90% of our organization, like others, has seamlessly transitioned from on-premises infrastructure to the cloud. Effective tagging strategy Adopting flexibility Regularly review and optimize. It is a service model where a provider makes computing resources, infrastructure management, and technical services.

Cloud 52

Cloud AWS Cloud Computing Utilities 52

Zalando Engineering

JUNE 30, 2020

Article tags should be curated via an explicit allowlist. We want to avoid introducing many unnecessary tags and different tags for the same concept, e.g. "Postgres" vs. "PostgreSQL". I decided to not use CloudFront as all the required infrastructure for domain+SSL is already in place.

Engineering 40

Engineering Bytes AWS Python 40

Knowledge Hut

DECEMBER 28, 2023

There is also Apache OpenNLP, which is a toolkit for natural language processing that includes features like text tokenization, part-of-speech tagging, and named entity identification. This is done by creating temporary, compartmentalised virtual machines that capture a full snapshot of the network infrastructure and infected device.

Hadoop 52

Hadoop Project Datasets Big Data 52

Monte Carlo

JULY 27, 2023

However, infrastructure, and particularly data infrastructure, can be highly elastic, meaning costs can scale down and up (and let’s face it, it’s mostly up) dramatically if not carefully monitored. For every asset…either a table or a report, it is to be tagged and assigned to a team.

Data 52

Data Architecture Data Warehouse Data Engineering 52

Striim

JANUARY 4, 2023

Companies need to analyze large volumes of datasets, leading to an increase in data producers and consumers within their IT infrastructures. These companies collect data from production applications and B2B SaaS tools (e.g., Mailchimp). This data makes its way into a data repository, like a data warehouse (e.g.,

PostgreSQL 52

PostgreSQL Data Warehouse Data Lake Data 52

Cloudera

SEPTEMBER 11, 2020

In addition, our cloud deployments for cloud-native stores can also support encryption key escrow with cloud vendor-provided infrastructure, such as AWS KMS or Azure Key Vault. Key escrow is also supported with cloud vendor-provided infrastructure. . Apache Atlas-based tags or classifications. Over-the-wire encryption.

Database 66

Database Big Data Ecosystem Transportation SQL 66

Confluent

MARCH 26, 2019

how long it takes to execute an operation) and additional metadata like annotations and tags. Up next, our focus will be on how to instrument Kafka-based applications using Zipkin as our distributed tracing infrastructure. Zipkin: Distributed tracing infrastructure. Let’s imagine a “Hello, World!”

Kafka 111

Kafka Transportation Metadata Consulting 111

Rockset

AUGUST 27, 2020

This would yield very high performance at a relatively low infrastructure and service cost. We can introduce new AI models and data fields without having to rebuild the surrounding infrastructure. We can simply expand the existing model and query our data whichever way we like with minimal engineering, infrastructure and maintenance.

NoSQL 40

NoSQL Data Lake Portfolio Architecture 40

Knowledge Hut

OCTOBER 27, 2023

They must set the right inventory, resources, infrastructure in place for the upcoming year. Visual Search could be extended to other use cases such as automated image tagging. Demand Forecasting Problem Statement - One extension of Price Elasticity use case is Demand Forecasting.

Data Science 52

Data Science Python Project Manufacturing 52

Towards Data Science

APRIL 6, 2023

Luckily, we don’t need to code this trigger rule by hand , because AWS provides built-in triggers that interact with different parts of its infrastructure. The pipeline we built today addresses exactly this kind of problem by transforming raw PDFs stored on a website into semi-structured CSV files stored in our cloud infrastructure.

AWS 79

AWS Data Pipeline Amazon Web Services Python 79

Cloudera

SEPTEMBER 28, 2020

Some customers may also need to include platform/infrastructure, network and information security resources. Transition from Navigator by migrating the business metadata (tags, entity names, custom properties, descriptions and technical metadata (Hive, Spark, HDFS, Impala) to Atlas. on roadmap). Instead use Ranger REST API.

Cloud 131

Cloud Kafka Professional Services Metadata 131

Knowledge Hut

JUNE 20, 2023

Factors Data Engineer Machine Learning Definition Data engineers create, maintain, and optimize data infrastructure for data. The career path of a data engineer is listed below: Junior Data Engineer: The junior engineer's role typically involves maintaining data infrastructure rather than building and scaling a full pipeline.

Machine Learning 52

Machine Learning Data Engineering Data Engineer Engineering 52