Netflix Tech

DECEMBER 19, 2024

Many of these projects are under constant development by dedicated teams with their own business goals and development best practices, such as the system that supports our content decision makers , or the system that ranks which language subtitles are most valuable for a specific piece ofcontent.

Machine Learning 81

Machine Learning Project Data Warehouse Coding 81

The Pragmatic Engineer

OCTOBER 10, 2023

However, Martin had not written a line of production code for the last four years, as he’s taken on the role of CEO, and heads up observability scaleup Chronosphere – at more than 250 people and growing. From learning to code in Australia, to working in Silicon Valley How did I learn to code?

Software Engineer 310

Software Engineer Software Engineering Architecture Media 310

Towards Data Science

JANUARY 30, 2025

That said, this tutorial aims to introduce airflow-parse-bench , an open-source tool I developed to help data engineers monitor and optimize their Airflow environments, providing insights to reduce code complexity and parsetime. When writing Airflow DAGs, there are some important best practices to bear in mind to create optimized code.

Python 48

Python Coding Google Cloud Database 48

The Pragmatic Engineer

NOVEMBER 9, 2023

What would you do if you learned your company is up to something illegal like stealing customer funds, or you’re asked to make code changes that will enable something illegal to happen, like misleading investors, or defrauding customers? Sign up to The Pragmatic Engineer to get articles like this earlier in your inbox.

Software Engineer 271

Software Engineer Software Engineering Engineering Coding 271

Knowledge Hut

JUNE 26, 2023

Having knowledge of real-world software applications or projects are very essential for any projects for backend developers aspiring software engineers or developers. The portfolio projects showcase their talents and skills whenever they try to look for new opportunities and jobs. What are Backend Development Projects?

Portfolio 98

Portfolio Project Food Media 98

Knowledge Hut

OCTOBER 23, 2023

Both the project leader and project manager roles are crucial to a project's success if project management is your area of interest as a career. Research and introspection are required to comprehend and decide which role is best for you, especially if you are interested in pursuing a career in project management.

Project 98

Project Management Generalist Algorithm 98

Knowledge Hut

FEBRUARY 1, 2024

Building a movie recommendation system in Python can be an exciting & dynamic project to undertake. But a considerable challenge of collaborative filtering is to overcome new user (cold start) & sparsity problems that arise from a lack of user ratings. How to Build a Movie Recommendation System in Python?

Systems 98

Systems Entertainment Algorithm Datasets 98

Knowledge Hut

DECEMBER 22, 2023

For this feature, Python encloses certain code editors and python IDEs used for software development say, Python itself. This article looks at the top python IDEs and code editors along with their features, pros, and cons and discusses the best suited for writing Python codes. What is a Code Editor?

Python 97

Python Coding Programming Language Data Science 97

Knowledge Hut

MAY 31, 2023

From cutting-edge research to real-world applications, here we will investigate the most executed artificial intelligence projects. In this article, we will talk about artificial intelligence topics for the project. What are Artificial Intelligence Projects? This can be one of the artificial intelligence topics for the project.

Project 96

Project Healthcare Deep Learning Transportation 96

The Pragmatic Engineer

AUGUST 10, 2023

Ayhan visualized this data and observed a definite fall in all metrics: page views, visits, questions asked, votes. Q&A activity is definitely down: the company is aware of this metric taking a dive, and said they’re actively working to address it.

Retail 188

Retail Utilities Software Engineer Software Engineering 188

Netflix Tech

DECEMBER 3, 2022

project Manage a Dataflow project. The most commonly used one is dataflow project , which helps folks in managing their data pipeline repositories through creation, testing, deployment and few other activities. " , country_code STRING COMMENT "Country code of the playback session."

Data Pipeline 144

Data Pipeline Scala Metadata Food 144

Data Engineering Podcast

MARCH 10, 2024

The primary purpose of the catalog is to inform the query engine of what data exists and where, but the Nessie project aims to go beyond that simple utility. As a listener to the Data Engineering Podcast you can get a special discount off regular priced and late bird tickets by using the promo code dataengpod20.

Data Lake 147

Data Lake High Quality Data Architecture Machine Learning 147

Jesse Anderson

AUGUST 28, 2024

Those using LLMs primarily do so for code generation, ideation or copy creation, and code debugging. Data Teams The fundamental thesis of Data Teams is that companies need data science, engineering, and operations to be successful in their data projects. Figure 6 - How successful do you think your big data projects are?

Consulting 147

Consulting Data Big Data Data Engineer 147

Towards Data Science

JUNE 2, 2023

How to improve the code quality of your dbt models with unit tests and TDD All you need to know to start unit testing your dbt SQL models Photo by Christin Hume on Unsplash If you are a data or analytics engineer, you are probably comfortable writing SQL models and testing for data quality with dbt tests. Kent Beck ?

Coding 97

Coding SQL Software Engineer Software Engineering 97

Data Engineering Podcast

MARCH 3, 2024

As a listener to the Data Engineering Podcast you can get a special discount off regular priced and late bird tickets by using the promo code dataengpod20. Visit dataengineeringpodcast.com/data-council and use code dataengpod20 to register today! Promo Code: dataengpod20 Starburst : ![Starburst

Programming 162

Programming Data Lake High Quality Data Machine Learning 162

Data Engineering Podcast

DECEMBER 21, 2021

Summary One of the perennial challenges of data analytics is having a consistent set of definitions, along with a flexible and performant API endpoint for querying them. What are the utilities that you and the community have built to reduce friction while writing the definitions of a cube?

Data Analytics 130

Data Analytics BI Computer Science SQL 130

Cloudera

MAY 1, 2023

Businesses everywhere have engaged in modernization projects with the goal of making their data and application infrastructure more nimble and dynamic. and in the Community Edition ), we have redesigned the workflow from the ground up, organizing all resources into Projects. What is a Project in SSB?

SQL 79

SQL Project Kafka Accessibility 79

Data Engineering Podcast

OCTOBER 8, 2021

Metriql is an open source project that provides a headless BI system where you can define your metrics and share them with all of your other processes. What was your motivation to create and open-source Metriql as an independent project outside of your business? How are you approaching governance and sustainability of the project?

BI 100

BI Business Intelligence SQL Data Warehouse 100

Data Engineering Podcast

MAY 22, 2022

Flyte is a project that was started at Lyft to address their internal needs for machine learning and integrated closely with Kubernetes as the execution manager. Machine learning use cases have been a core focus since the project’s inception. Beyond code reuse, how can teams scale usage of Flyte at the company/organization level?

Machine Learning 130

Machine Learning Data Engineer Data Engineering Cloud 130

Engineering at Meta

OCTOBER 17, 2023

Systematic Code and Asset Removal Framework (SCARF) is Meta’s unused code and data deletion framework. So, how did we efficiently and safely remove all of the code and data related to Moments without adversely affecting Meta’s other products and services? For example, some tables might be shared between products.

Coding 117

Coding Engineering Portfolio Data Schemas 117

Tweag

MARCH 8, 2023

Users benefit from uniform, comparable code style, across multiple languages, with the convenience of a single formatter tool. In this first release, we have concentrated on formatting OCaml code, capitalising on the OCaml expertise within the Topiary Team and our colleague, Nicolas Jeannerod. Expect idempotency. Prettier ).

Coding 141

Coding Engineering Designing Programming 141

Towards Data Science

JANUARY 27, 2025

It uses a low-code approach to prototype the dashboard using natural language prompts to an open source tool, which generates Plotly charts that can be added to a template dashboard. Finally, the generated dashboard code is added to a shared project that can be tweaked to improve the prototype.

Building 53

Building Datasets Coding Data 53

Tweag

JULY 5, 2023

fix the code # fix code 7. fix the code # fix code 7. fix the code # fix code 7. fix the code # fix code 7. The output paths take the form buck-out/v2/gen/PROJECT/HASH/some/file , where HASH is the configuration hash. Bazel recording steps: 1. cd into Bazel source tree 2.

Systems 141

Systems Building Java Programming Language 141

Monte Carlo

MARCH 12, 2025

In order to focus the development process, the research team should bring the product team in for consideration once theyve had a chance to understand all the projects possibilities and limitations. Usually, were of the mind that whatever can be solved in code should be solved in code not LLMs.

AWS 52

AWS Google Cloud Unstructured Data Coding 52

Monte Carlo

MARCH 12, 2025

In order to focus the development process, the research team should bring the product team in for consideration once theyve had a chance to understand all the projects possibilities and limitations. Usually, were of the mind that whatever can be solved in code should be solved in code not LLMs.

AWS 52

AWS Google Cloud Unstructured Data Coding 52

Tweag

MAY 16, 2023

The manifest of a web app, the configuration of an Apache virtual host, an Infrastructure-as-Code (IaC) cloud deployment (Terraform, Kubernetes, etc.). A REPL nickel repl , a markdown documentation generator nickel doc and a nickel query command to retrieve metadata, types and contracts from code.

MySQL 135

MySQL Metadata Data Validation Coding 135

Christophe Blefari

DECEMBER 19, 2022

Previously for a team it was $50/month/dev and they increase to $100/month/dev, a 100% increase with a team limit of 8 devs and only one project. These 2 functions are called macros because they use Jinja, a Python templating engine, in dbt macros transform Python+SQL code in SQL, we can say that we have templated queries.

Management 130

Management Pipeline-centric Database-centric SQL 130

Christophe Blefari

JULY 8, 2023

As a reminder a semantic layer is a definition on top of your models meant to be reusable. This is important to notice that the semantic layer is something that sits on top of you current dbt models definitions. Under the hood it's "BI-as-code", YAML defining this dashboard can be found on Github.

Kafka 130

Kafka PostgreSQL Data SQL 130

Data Engineering Podcast

NOVEMBER 14, 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.

Data Warehouse 100

Data Warehouse BI Data Data Workflow 100

Scott Logic

JULY 9, 2024

It seems barely a month goes by without a new supply chain attack making the headlines, and malicious code in dependency packages from package registries such as NPM is a common method. Granted, with JavaScript being an interpreted language we can still view the code in the published package, but it’s not as prominent or easy to analyse.

Manufacturing 96

Manufacturing Food Coding Project 96

Engineering at Meta

DECEMBER 10, 2024

Tens of thousands of lines of code per layer across Android, iOS, and the server. We needed to audit hundreds of features and thousands of lines of code to ensure that we preserved all key experiences). The interactions between layers also needed to be maintained while the code beneath them was shifting.

Systems 68

Systems Architecture Engineering Data Pipeline 68

DataKitchen

APRIL 13, 2021

Because it is such a new category, both overly narrow and overly broad definitions of DataOps abound. Pipeline tests are applied to data (instead of code) and at batch time (instead of compiling or deploy time). . DataKitchen — a DataOps Platform that supports the deployment of all data analytics code and configuration.

Consulting 120

Consulting Machine Learning Data Science Data Pipeline 120

The Pragmatic Engineer

AUGUST 3, 2023

These links were especially helpful for: Promotions and marketing campaigns QR codes Content sharing links that “just work” Converting desktop users to mobile ones The shutdown Dynamic links powered Firebase Invites: an app invite service where users could send app invite links to their friends, to drive installation of the app.

Metadata 173

Metadata Engineering Building Technology 173

DareData

SEPTEMBER 14, 2024

Use these tips to maximize the success of your data science project Managing large-scale data science and machine learning projects is challenging because they differ significantly from software engineering. This blog post was born after my experience managing large-scale data science projects with DareData.

Data Science 52

Data Science Project Management Machine Learning 52

Tweag

NOVEMBER 1, 2023

If you control the source code, you can change the value provided to the configuration-as-a-function at the call-site. It also happens that one doesn’t control the call-site or the function’s code, because it’s in a library. In JSON, the best you can do is to copy and paste, praying for the different copies to not drift away with time.

Metadata 117

Metadata Programming Programming Language Coding 117

RandomTrees

NOVEMBER 25, 2024

Understanding Generative AI Generative AI describes an integrated group of algorithms that are capable of generating content such as: text, images or even programming code, by providing such orders directly. Overcoming Implementation Challenges The project faced some difficulties along the way.

Telecommunication 52

Telecommunication IT Unstructured Data Data Mining 52

Tweag

NOVEMBER 15, 2023

tl;dr: We’re pleased to announce the beta release of Organist , a tool designed to ease the definition of reliable and low-friction development environments and workflows, building on the combined strengths of Nix and Nickel. Modern development projects are synthesizer-like these days. Be tailored to your project.

Management 122

Management Python Project Programming Language 122