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.

Coding 73

Coding SQL Software Engineer Software Engineering 73

Knowledge Hut

OCTOBER 26, 2023

The <figure> tag deserves special attention because it transformed how images are displayed on browsers. The <figcaption> element can be used in addition to the <figure> tag to indicate captions. Simple to learn and utilize HTML can be written using annotations known as tags.

Coding 98

Coding Project Portfolio Media 98

Monte Carlo

MARCH 12, 2024

Data pipelines get complex quickly. A pipeline supporting a single critical use case may be ingesting data from dozens of sources and refining it via multiple layers of transformation across hundreds of tables. Now the data engineer can restart the DAG or take whatever additional steps may be required to resolve the issue.

BI 52

BI Metadata Data Pipeline Data Engineering 52

Cloudera

OCTOBER 30, 2023

Cloud transformation is ranked as the cornerstone of innovation and digitalization. The legacy IT infrastructure to run the business operations — mainly data centers — has a deadline to shift to cloud-based services. The FinOps framework is helping organizations to obtain the best ROI for their cloud transformation.

Cloud 75

Cloud Finance Cloud Computing Government 75

Snowflake

NOVEMBER 13, 2023

Data is crucial to Tide, having supported its incredible growth to nearly 500,000 customers in just eight years. However, it was dealing with a large volume of data and needed to scale quickly. When its data science team lead Hendrik Brackmann came on board, the team reported to Finance and had just two employees.

Finance 84

Finance Consulting Data Warehouse Data Governance 84

Marc Lamberti

SEPTEMBER 29, 2023

Then you will set up and run your local development environment using the Astro CLI to create your first data pipeline. Concretely, you must create data pipelines to produce valuable data for later analytics or machine learning. To create, schedule, and monitor this kind of data pipeline you need a tool.

Data Pipeline 130

Data Pipeline Python AWS Project 130

Knowledge Hut

MAY 1, 2024

HTML is recognizable the moment it is encou n tered due to its format, tags, etc , in comparison to underst a n ding that the language that has been used to im plement the interface is Java S cr ipt. Angular JS facilitates directives that help the developer in building customized HTML tags. There are certain default directives as well.

Java 52

Java Coding Python Designing 52

Christophe Blefari

SEPTEMBER 28, 2023

Make your data stack take-off ( credits ) Hello, another edition of Data News. This week, we're going to take a step back and look at the current state of data platforms. What are the current trends and why are people fighting around the concept of the modern data stack. Is the modern data stack dying?

Cloud Storage 147

Cloud Storage Big Data Hadoop SQL 147

Towards Data Science

MAY 26, 2023

It is great for data & Machine Learning (ML) work. In this post, we’re going to walk you through Hamilton’s lineage capabilities that can help you quickly answer common questions that arise while working with data & ML, so that you can work more efficiently and collaborate more effectively with colleagues.

Metadata 86

Metadata Data Science Coding Machine Learning 86

Knowledge Hut

OCTOBER 29, 2023

And some sections which are the part of debate and undergoing experimentation and transformation by the pioneers who forged & nurture the systems. HTML is composed of various tags which defines the document and it's semantic. Then we need to use < p > tag. For data driven apps, React seems to be a good choice.

Project 98

Project Programming Language Java Coding 98

Knowledge Hut

DECEMBER 22, 2023

In this article, we will learn about why you should start learning ReactJS , how React has transformed the world of WEB and much more. With React-based projects, you don’t tell React how to organize the state, you just tell React ‘I need that state’ and you can rely on React for getting and setting up the state data.

Coding 94

Coding Building Project Engineering 94

LinkedIn Engineering

DECEMBER 13, 2023

There are also LinkedIn Learning courses where only a subset of skills are tagged directly, with a number of relevant skills being mentioned solely in the description or in the course itself (i.e., data analytics” and “data analysis” are the same type of skill), which we represent in our skills taxonomy.

Recruitment 83

Recruitment Utilities Designing Java 83

Knowledge Hut

FEBRUARY 1, 2024

Today, we’ll talk about how Machine Learning (ML) can be used to build a movie recommendation system - from researching data sets & understanding user preferences all the way through training models & deploying them in applications. Let’s begin with all the aspects of movie recommendation using ML.

Systems 98

Systems Entertainment Algorithm Datasets 98

Towards Data Science

MARCH 9, 2023

Code implementations for ML pipelines: from raw data to predictions Photo by Rodion Kutsaiev on Unsplash Real-life machine learning involves a series of tasks to prepare the data before the magic predictions take place. Those are the features and their respective data types: Image 1 —Features and data types.

Machine Learning 78

Machine Learning Building Datasets Scala 78

Lyft Engineering

OCTOBER 3, 2023

High-quality data is necessary for the success of every data-driven company. It is now the norm for tech companies to have a well-developed data platform. This makes it easy for engineers to generate, transform, store, and analyze data at the petabyte scale. What and Where is Data Quality?

Big Data 84

Big Data Metadata Data Warehouse Data 84

LinkedIn Engineering

JULY 27, 2023

Costwiz provides a unified experience that helps leaders drive more accurate forecasting of Azure budgets at LinkedIn with resource ownership detection, accountability, expedited remedies, and holistic data visibility (via custom dashboards). based on particular workflow requirements.

Metadata 75

Metadata Utilities Cloud Data Lake 75

Ascend.io

MAY 24, 2023

This article is based on a presentation given by Sarwat Fatima , Principal Data Engineer at Biome Analytics, at the Data Pipeline Automation Summit 2023. Dive right into Sarwat’s full presentation at the Data Pipeline Automation Summit 2023. Table of Contents Data is the lifeblood of the healthcare industry.

Healthcare 52

Healthcare Data Pipeline Hospitality Datasets 52

AltexSoft

AUGUST 29, 2023

In 2010, a transformative concept took root in the realm of data storage and analytics — a data lake. The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. What is a data lake?

Data Lake 52

Data Lake Architecture IT Amazon Web Services 52

Snowflake

MARCH 30, 2023

A 2016 data science report from data enrichment platform CrowdFlower found that data scientists spend around 80% of their time in data preparation (collecting, cleaning, and organizing of data) before they can even begin to build machine learning (ML) models to deliver business value.

Engineering 82

Engineering Raw Data Data Science Scala 82

Monte Carlo

APRIL 21, 2022

Adopting a cloud data warehouse like Snowflake is an important investment for any organization that wants to get the most value out of their data. When data quality is neglected, data teams end up spending valuable time responding to broken dashboards and unreliable reports. Data can be stale or duplicative.

Metadata 52

Metadata Bytes Government Data 52

Scott Logic

OCTOBER 30, 2023

At the time there were thousands of untagged pages of content that we estimated would take years for civil servants across government to review and tag. The project team built a supervised machine learning model that could recognise patterns in the pages, read the content, and suggest suitable tags.

Government 52

Government Hospitality Database-centric Machine Learning 52

DareData

FEBRUARY 28, 2024

In this post of the PyTorch Introduction, we’ll learn how to use custom datasets with PyTorch, particularly tabular, vision and text data PyTorch is one of the hottest libraries in the Deep Learning field right now. This will show you different data inside the data and labels objects.

Datasets 52

Datasets Deep Learning Data Machine Learning 52

Cloudera

JUNE 27, 2023

During the COVID-19 pandemic, telcos made unprecedented use of data and data-driven automation to optimize their network operations, improve customer support, and identify opportunities to expand into new markets. There are savings to be made in modernizing the data stack itself, in addition to applying data across the enterprise.

Data Architecture 61

Data Architecture Architecture Data Governance Government 61

Knowledge Hut

JANUARY 3, 2024

As a seasoned IT professional with several years of experience, I've had the opportunity to witness the transformative force of Microsoft Azure Administrator projects firsthand. We may build methods to track measurements, analyze data, spot anomalies, and optimize costs with a committed effort.

Project 52

Project Cloud Computing Government Retail 52

Knowledge Hut

DECEMBER 26, 2023

The company does not need to invest in any additional hardware or equipment or purchase physical data centers for storage and management. IaaS services are policy-driven and offer a range of services, such as billing, load balancing, clustering, storage resiliency, data backups, and more.

Cloud Computing 98

Cloud Computing Cloud Amazon Web Services AWS 98

Snowflake

DECEMBER 12, 2023

Iceberg Tables bring the easy management and great performance of Snowflake to data stored externally in an open source format. Snowflake Horizon Seamless data governance with a new user experience in Snowsight – general availability Users can effortlessly explore objects of interest and perform essential actions—all without SQL.

Metadata 89

Metadata Python AWS Government 89

Grouparoo

MARCH 30, 2021

Teams are centralizing their data in their data warehouse by loading data in and transforming it as necessary. Increasingly, we are seeing teams turn to dbt to do this transforming. sql files that, when run in the right order, create useful rollup tables or materialized views of the data. That's it!

Data Warehouse 52

Data Warehouse SQL Project Database 52

LinkedIn Engineering

MARCH 21, 2023

This dual approach helps grow the taxonomy at scale while ensuring the skills data meets our required quality and standards. This can introduce different types of noise and varying data quality. Human curation The connected skills taxonomy is curated by a combination of human taxonomists and machine learning.

Building 85

Building Recruitment Machine Learning Deep Learning 85

Knowledge Hut

JULY 27, 2023

It offers a collection of pre-made tags and components that specify the structure and content of a webpage. Data processing, database interaction, computation, and the creation of dynamic content are all responsibilities of PHP. With our thorough course syllabus, set off on a transforming adventure into the world of web development.

Programming Language 52

Programming Language Database PostgreSQL Programming 52

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. We are also using ML to transform the way we create Netflix TV shows and movies. Context, not control, guides the work for data scientists and algorithm engineers at Netflix.

Media 95

Media Machine Learning Algorithm Deep Learning 95

Databand.ai

JULY 28, 2022

What is Data Lineage? Niv Sluzki 2022-07-28 10:20:02 The term “data lineage” has been thrown around a lot over the last few years. And getting it right matters even more to data organizations. This article will unpack everything you need to know about data lineage, including: What is it? What is data lineage?

Metadata 52

Metadata Data Lake Datasets Data Warehouse 52

AltexSoft

MAY 12, 2022

Particularly, we’ll explain how to obtain audio data, prepare it for analysis, and choose the right ML model to achieve the highest prediction accuracy. But first, let’s go over the basics: What is the audio analysis, and what makes audio data so challenging to deal with. What is audio data? Audio data file formats.

Machine Learning 122

Machine Learning Building Datasets Healthcare 122

Rockset

JANUARY 26, 2023

The goal of this blog post is to provide best practices on how to use terraform to configure Rockset to ingest the data into two collections, and how to setup a view and query lambdas that are used in an application, plus to show the workflow of later updating the query lambdas.

AWS 52

AWS SQL Datasets Kafka 52

Towards Data Science

OCTOBER 25, 2023

Not too long ago, almost all data architectures and data team structures followed a centralized approach. 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. There was only one data team, two at most.

Data Pipeline 82

Data Pipeline SQL Data Architecture Data 82

The Pragmatic Engineer

AUGUST 3, 2023

I talked with current and former Hopin engineers to get more details on the sale, including the rumored price tag. Data from Carta confirms an uptick in startup shutdowns. Use cases for FDL The shutdown Firebase Dynamic Links alternatives What is Firebase Dynamic Links (FDL)? Startup shutdowns are, unfortunately, trending up.

Metadata 159

Metadata Engineering Building Technology 159

Monte Carlo

JANUARY 5, 2022

When it comes to trusting your data, Monte Carlo, the leading data observability platform and dbt Core are better together. What went wrong with my data?!” If you’ve been on the receiving end of a broken data pipeline, these questions probably look familiar to you. Why didn’t my job run?” Why is this column missing?”

Retail 52

Retail Metadata Data Pipeline Software Engineer 52

AltexSoft

JANUARY 18, 2023

Models then use the patterns they learn from this training data to predict the next word in a sentence or generate new text that is grammatically correct and semantically coherent. This includes generating complete texts or parts of them based on the data and terms provided by humans. Part-of-speech (POS) tagging.

Datasets 64

Datasets Architecture Deep Learning SQL 64