Xebia

JULY 19, 2023

For a more technical overview, Sato, Wider, and Windheuser, three ML practitioners working at Thoughtworks and Databricks, have written a comprehensive article about Continuous Delivery of ML applications. And it’s not just data scientists that should test. What about LLMs?

Artificial Inteligence 130

Artificial Inteligence Systems Review System Testing 130

DevOps.com

MAY 11, 2021

At an online Appian World conference, Appian today unveiled an update to its low-code platform that adds a set of visual tools that enables developers to aggregate data within an application with the help of a database administrator (DBA) or data engineering team.

Database Administration 78

Database Administration Data Conference Data Engineering 78

O'Reilly Media - Ideas

JUNE 4, 2019

Practical Linux Command Line for Data Engineers and Analysts , July 22. Architecture for Continuous Delivery , July 29. Getting Started with Continuous Delivery (CD) , August 1. AWS Managed Services , July 18-19. Building Micro-frontends , July 22. Linux Performance Optimization , July 22.

Course 92

Course Training Artificial Inteligence Software Review 92

Altexsoft

FEBRUARY 10, 2021

Similar to how DevOps once reshaped the software development landscape, another evolving methodology, DataOps, is currently changing Big Data analytics — and for the better. DataOps is a relatively new methodology that knits together data engineering, data analytics, and DevOps to deliver high-quality data products as fast as possible.

Analytics 75

Analytics DevOps Development Software Review 75

CircleCI

JULY 29, 2022

In the CLI version, you have full control of your data project configuration and the ability to publish documentation as needed, while dbt Cloud provides a user interface that sets up a few configurations for you and generates dbt documentation automatically. Why is dbt useful in data engineering and analysis?

Testing 98

Testing Software Review Continuous Integration Software Development 98

Kentik

APRIL 12, 2023

At the heart of DataOps is the agile development methodology, which emphasizes collaboration, iteration, and continuous delivery. Data scientists play a critical role in the DataOps ecosystem, leveraging advanced analytics and machine learning techniques to gain insights from large and complex data sets.

Network 52

Network Data Engineering Artificial Inteligence Machine Learning 52

Altexsoft

JANUARY 26, 2022

In recent years, it’s getting more common to see organizations looking for a mysterious analytics engineer. As you may guess from the name, this role sits somewhere in the middle of a data analyst and data engineer, but it’s really neither one nor the other. Here’s the video explaining how data engineers work.

Analytics 59

Analytics Engineering Data Engineering Software Engineering 59

OpenCredo

JULY 31, 2018

Machine Learning, alongside a mature Data Science, will help to bring IT and business closer together. By leveraging data for actionable insights, IT will increasingly drive business value. Agile and DevOps practices enable the continuous delivery of business value through productionised machine learning models and software delivery.

Artificial Inteligence 40

Artificial Inteligence Machine Learning Data Continuous Delivery 40

Netflix Tech

FEBRUARY 9, 2022

Let’s define some requirements that we are interested in delivering to the Netflix data engineers or anyone who would like to schedule a workflow with some external assets in it. Manually constructed continuous delivery system. The slightly improved approach is shown on the diagram below.

Data 84

Data Testing Software Review Systems Review 84

O'Reilly Media - Ideas

MARCH 6, 2019

Data science and data tools. Practical Linux Command Line for Data Engineers and Analysts , March 13. Data Modelling with Qlik Sense , March 19-20. Foundational Data Science with R , March 26-27. What You Need to Know About Data Science , April 1. Architecture for Continuous Delivery , April 23.

Course 15

Course Artificial Inteligence Training Machine Learning 15

O'Reilly Media - Ideas

MAY 1, 2019

Data science and data tools. Practical Linux Command Line for Data Engineers and Analysts , May 20. First Steps in Data Analysis , May 20. Data Analysis Paradigms in the Tidyverse , May 30. Data Visualization with Matplotlib and Seaborn , June 4. Getting started with continuous integration , June 20.

Course 57

Course Training Artificial Inteligence Machine Learning 57

Invid Group

AUGUST 28, 2024

Consider tools like CicleCI [22] for Continuous Integration (CI) and Continuous Delivery (CD) to speed up testing new changes and their deployment to production. They come in all flavors: different formats, templates, and from different legal processes, sizes, and quality.

Technical Review 52

Technical Review Artificial Inteligence Performance Azure 52

O'Reilly Media - Ideas

JUNE 5, 2019

Practical Linux Command Line for Data Engineers and Analysts , July 22. Architecture for Continuous Delivery , July 29. Getting Started with Continuous Delivery (CD) , August 1. AWS Managed Services , July 18-19. Building Micro-frontends , July 22. Linux Performance Optimization , July 22.

Course 64

Course Training Artificial Inteligence Software Review 64

Netflix Tech

NOVEMBER 22, 2019

3:15pm-4:15pm OPN 209 Netflix’s application deployment at scale Andy Glover , Director Delivery Engineering & Paul Roberts, AWS Abstract : Spinnaker is an open-source continuous-delivery platform created by Netflix to improve its developers’ efficiency and reduce the time it takes to get an application into production.

AWS 15

AWS Open Source Linux Engineering Management 15

DevOps.com

MAY 9, 2023

Data is the fuel that powers modern business. But as demand for data surges, so does the pressure on data leaders and practitioners to deliver it. Businesses need resilient data pipelines that deliver critical insight for real-time decision-making to users on demand.

Data 118

Data Continuous Delivery Data Engineering Engineering 118

Altexsoft

JULY 19, 2022

This basic principle corresponds to that of agile software development or approaches such as DevOps, Domain-Driven Design, and Microservices: DevOps (development and operations) is a practice that aims at merging development, quality assurance, and operations (deployment and integration) into a single, continuous set of processes.

Architecture 52

Architecture Data Analytics Data Engineering 52

Altexsoft

OCTOBER 29, 2020

But before you dive in, we recommend you reviewing our more beginner-friendly articles on data transformation: Complete Guide to Business Intelligence and Analytics: Strategy, Steps, Processes, and Tools. What is Data Engineering: Explaining the Data Pipeline, Data Warehouse, and Data Engineer Role.

Testing 63

Testing Tools Software Review Technical Review 63

InfoQ Culture Methods

FEBRUARY 22, 2022

Software testing, especially in large scale projects, is a time intensive process. Test suites may be computationally expensive, compete with each other for available hardware, or simply be so large as to cause considerable delay until their results are available.

Artificial Inteligence 109

Artificial Inteligence Machine Learning Testing Development 109

Kentik

FEBRUARY 7, 2023

IT personnel structure will need to undergo a corresponding shift as service models change, needed cloud competencies proliferate, and teams start to leverage strategies like continuous integration and continuous delivery/deployment (CI/CD). These adaptations can be expensive at the onset.

Network 59

Network Cloud Data Data Center 59

InfoQ Culture Methods

DECEMBER 28, 2020

As 2020 is coming to an end, we created this article listing some of the best posts published this year. This collection was hand-picked by nine InfoQ Editors recommending the greatest posts in their domain. It's a great piece to make sure you don't miss out on some of the InfoQ's best content.

Continuous Delivery 85

Continuous Delivery Google Cloud Data Engineering Microservices 85

Altexsoft

SEPTEMBER 28, 2021

Particularly, it facilitates the work of researchers, data scientists, data engineers , QA engineers , and DevOps specialists. Buildbot for continuous integration (CI). Versatility plus extensive toolset for almost everything. Python can be applied to a wide range of tasks beyond software development.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

ParkMyCloud

JANUARY 17, 2020

Intended for individuals who have a DevOps engineer role and two or more years of experience operating, provisioning and managing AWS environments. They are able to implement and manage continuous delivery systems and methodologies on AWS. Azure Data Engineer Associate. Professional Data Engine er.

Google Cloud 9

Google Cloud Azure AWS Cloud 9

Netflix Tech

NOVEMBER 22, 2019

3:15pm-4:15pm OPN 209 Netflix’s application deployment at scale Andy Glover , Director Delivery Engineering & Paul Roberts, AWS Abstract : Spinnaker is an open-source continuous-delivery platform created by Netflix to improve its developers’ efficiency and reduce the time it takes to get an application into production.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

3:15pm-4:15pm OPN 209 Netflix’s application deployment at scale Andy Glover , Director Delivery Engineering & Paul Roberts, AWS Abstract : Spinnaker is an open-source continuous-delivery platform created by Netflix to improve its developers’ efficiency and reduce the time it takes to get an application into production.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

O'Reilly Media - Ideas

MARCH 1, 2023

Data Data is another very broad category, encompassing everything from traditional business analytics to artificial intelligence. Data engineering was the dominant topic by far, growing 35% year over year. Data engineering deals with the problem of storing data at scale and delivering that data to applications.

Trends 144

Trends Technical Review Technology Software Review 144