Data Engineering Weekly

APRIL 7, 2024

dbt: 2024 State of Analytics Engineering The 2024 dbt’s state of analytical engineering report is out. What will the future of software engineers be? We index only top-tier tables, promoting the use of these higher-quality datasets. Data Mesh continuously gaining popularity among the enterprises.

Data Engineering 70

Data Engineering Data Engineer Engineering Unstructured Data 70

Ascend.io

MAY 23, 2023

The data engineering world is full of tips and tricks on how to handle specific patterns that recur with every data pipeline. A prime example of such patterns is orphaned datasets. Typically, these orphaned datasets are addressed with ad-hoc manual protocols and after-the-fact garbage collection processes.

Datasets 52

Datasets Data Pipeline Metadata Database 52

Data Engineering Weekly

MAY 5, 2024

The motivation for Machine Unlearning is critical from the privacy perspective and for model correction, fixing outdated knowledge, and access revocation of the training dataset. A key thought-provoking moment for me while reading the article is this quote.

Data Engineering 67

Data Engineering Data Engineer Engineering Google Cloud 67

Data Engineering Weekly

MARCH 10, 2024

Google: Croissant- a metadata format for ML-ready datasets Google Research introduced Croissant, a new metadata format designed to make datasets ML-ready by standardizing the format, facilitating easier use in machine learning projects. Data engineers build the systems that store and process sensitive information.

Data Engineering 52

Data Engineering Data Engineer Engineering Datasets 52

Towards Data Science

MAY 15, 2023

Programmatically list all datasets and tables using BigQuery API and Python Continue reading on Towards Data Science »

Datasets 89

Datasets Python Data Science Google Cloud 89

KDnuggets

NOVEMBER 6, 2023

Various media outlets have been talking about prompt engineering with much fanfare, making it seem like it’s the ideal job — you don’t need to learn how to code, nor do you have to be knowledgeable about ML concepts like deep learning, datasets, etc. You’d agree that it seems too good to be true, right?

Engineering 98

Engineering Deep Learning Media Datasets 98

Databand.ai

SEPTEMBER 12, 2022

How to analyze dataset performance and schema changes in Databand Eric Jones 2022-09-12 13:06:42 “Why did my dataset schema change?” Unfortunately, most data engineers don’t realize the schema has changed until someone else downstream tells them. Dataset overview Now we’re in an overview of this dataset’s performance.

Datasets 52

Datasets Metadata Data Engineering Data Engineer 52

RandomTrees

FEBRUARY 2, 2024

GPT-based data engineering accelerators make the working of data more accessible. Overall, GPT-based data engineering accelerators are very efficient and beneficial for organizations. GPT-Based Data Engineering Accelerators: Given below is the list of some of the GPT-based data engineering accelerators. 1.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Pipeline 52

InData Labs

APRIL 4, 2022

RDD (Resilient Distributed Dataset). Запись Converting Spark RDD to DataFrame and Dataset впервые появилась InData Labs. First, we will provide you with a holistic view of all of them in one place. Second, we will explore each option with examples. The main approach to work with unstructured data.

Datasets 52

Datasets Unstructured Data Data IT 52

Data Engineering Weekly

MARCH 24, 2024

Moirai utilizes a large, diverse dataset and innovative techniques like any-variate attention and multiple patch-size projection layers to model complex, variable patterns. link] Meta: Logarithm - A logging engine for AI training workflows and services Logarithm indexes 100+GB/s of logs in real-time and thousands of queries a second!!!

Data Engineering 62

Data Engineering Data Engineer Engineering Metadata 62

Data Engineering Weekly

MARCH 3, 2024

There will be food, networking, and real-world talks around data engineering. This approach led to a successful expansion of Copilot access across the engineering team, resulting in a significant increase in productivity and adoption, demonstrating a commitment to enhancing developer experience while maintaining safety and security standards.

Data Engineering 67

Data Engineering Data Engineer Pipeline-centric Engineering 67

Team Data Science

NOVEMBER 28, 2020

This thought led me to my data engineering adventure. I am confident that learning data engineering will make me a better data scientist. During our first week, Andreas helped us navigate the industry that interests each of us, and this is how we picked a dataset to work on for the next following weeks. Where did I start?

Engineering 130

Engineering Datasets Data Data Engineering 130

ArcGIS

NOVEMBER 8, 2023

Terrain datasets as ground—Create scenes in ArcGIS Pro and publish to ArcGIS Online

Datasets 67

Datasets Analytics Architecture Data Management Architecture 67

Knowledge Hut

JUNE 26, 2023

Welcome to the world of data engineering, where the power of big data unfolds. If you're aspiring to be a data engineer and seeking to showcase your skills or gain hands-on experience, you've landed in the right spot. Companies are constantly seeking experienced data engineers who can create innovative data engineering initiatives.

Data Engineering 98

Data Engineering Data Engineer Coding Project 98

Knowledge Hut

MARCH 13, 2024

Wondering what is a big data engineer? Let me introduce you to who is big data engineer and what does a big data engineer do. Who Is a Big Data Engineer? A big data engineer is often confused with a data engineer because they work with data. What Does A Big Data Engineer Do?

Big Data 52

Big Data Data Engineering Data Engineer Engineering 52

Knowledge Hut

MARCH 13, 2024

Wondering what is a big data engineer? Let me introduce you to who is big data engineer and what does a big data engineer do. Who Is a Big Data Engineer? A big data engineer is often confused with a data engineer because they work with data. What Does A Big Data Engineer Do?

Big Data 52

Big Data Data Engineering Data Engineer Engineering 52

Towards Data Science

OCTOBER 12, 2023

Construction engineer investigating his work — Stable diffusion Introduction In our previous publication, From Data Engineering to Prompt Engineering , we demonstrated how to utilize ChatGPT to solve data preparation tasks. Can prompt engineering help in this context?

Data Integration 71

Data Integration Systems Engineering Datasets 71

Towards Data Science

AUGUST 31, 2023

How can you make datasets with hundreds of millions of rows aggregate or join faster? For geospatial data in particular, engineers often need to look at operations like “intersection” or “is nearby to”. In doing geospatial data science work, it is very important to think about optimizing the code you are writing. Thanks for reading!

Data Engineering 75

Data Engineering Data Engineer Engineering Data Science 75

Knowledge Hut

JANUARY 18, 2024

Speaking of job vacancies, the two careers have high demands till date and in upcoming years are Data Scientist and a Software Engineer. Per the BLS, the expected growth rate of job vacancies for data scientists and software engineers is around 22% by 2030. Both data science and software engineering rely largely on programming skills.

Software Engineer 97

Software Engineer Software Engineering Data Science Engineering 97

Ascend.io

SEPTEMBER 14, 2023

The rise of data-intensive operations has positioned data engineering at the core of today’s organizations. As the demand to efficiently collect, process, and store data increases, data engineers have started to rely on Python to meet this escalating demand. Why Python for Data Engineering?

Data Engineering 52

Data Engineering Data Engineer Python Engineering 52

Data Engineering Weekly

JANUARY 21, 2024

Interesting article on the impact of search engine optimization (SEO) on the quality of search engine results. The article claims that modern search engines are significantly affected by SEO strategies, with search results being biased towards those who can profit the most from specific terms.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

KDnuggets

FEBRUARY 17, 2022

In this article, we will explain one such method to build a visual search engine. We will use the Caltech 101 dataset which contains images of common objects used in daily life. The algorithms for generating text based 10 blue-links are very different from finding visually similar or related images.

Engineering 91

Engineering Building Datasets Algorithm 91

KDnuggets

DECEMBER 20, 2021

Many real-world datasets consist of records of events that occur at arbitrary and irregular intervals. These datasets then need to be processed into regular time series for further analysis. We will use the AI & Analytics Engine to illustrate how you can prepare your time-series data in just 1 step.

Engineering 134

Engineering Datasets Data Process 134

Monte Carlo

FEBRUARY 7, 2024

Data engineering is no exception. Tasks that were once fundamental to data engineering are now being accomplished by AI — usually faster, and sometimes with a higher degree of accuracy. As familiar workflows evolve, it naturally begs a question: will GenAI replace data engineers? At least, not anytime soon. Here’s why.

Data Engineering 59

Data Engineering Data Engineer Engineering Unstructured Data 59

Monte Carlo

FEBRUARY 27, 2024

If you’re a data engineer experiencing GenAI-induced whiplash, you’re not alone. On one hand, everyone’s talking about whether GenAI’s not-insignificant data engineering skills are going to automate away their jobs. Data engineers. Data engineers, take note. Who can deliver?

Data Engineering 59

Data Engineering Data Engineer Engineering High Quality Data 59

Ascend.io

FEBRUARY 28, 2024

The rise of generative AI is changing more than just technology; it’s reshaping our professional landscapes — and yes, data engineering is directly experiencing the impact. How can data engineers harness the power of AI? And crucially, what does the future hold for data engineering in an AI-driven world?

Data Engineering 52

Data Engineering Data Engineer Engineering Metadata 52

Data Engineering Weekly

MARCH 5, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make it easy to collect data from every application, website, and SaaS platform, then activate it in your warehouse and business tools. Eliminating integration engineering work. Sign up free to test out the tool today.

Data Engineering 52

Data Engineering Data Engineer Engineering Datasets 52

Towards Data Science

FEBRUARY 24, 2023

The Chaos Data-Engineering Manifesto Another lesson we can learn from software engineers: break stuff to make it more reliable. As a result, the 2020 election was the first I can remember where the on-call engineers weren’t on the edge of their seats, white-knuckling their keyboards…At least not for system reliability reasons.

Data Engineering 97

Data Engineering Data Engineer Engineering Software Engineer 97

Analytics Vidhya

JULY 6, 2023

Building an accurate machine learning and AI model requires a high-quality dataset. Introduction In this era of Generative Al, data generation is at its peak.

Datasets 236

Datasets Machine Learning Building Algorithm 236

Knowledge Hut

MARCH 22, 2024

From my journey as a software engineer , one of the most intriguing concepts I've encountered is reverse engineering. When we are learning new concepts, reverse engineering projects can help us understand the inner workings of something. What is Reverse Engineering in Software Engineering?

Process 52

Process Engineering Electronics Software Engineer 52

Data Engineering Podcast

APRIL 10, 2022

Privacy engineering is a growing field in data management that focuses on how to protect attributes of personal data so that the containing datasets can be shared safely. Signup for the SaaS product at dataengineeringpodcast.com/acryl Are you looking for a structured and battle-tested approach for learning data engineering?

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Engineering Data Lake Data Engineering Data Engineer 100

Data Engineering Weekly

MARCH 7, 2023

We are super excited to be back to discussing Data Engineering Weekly Newsletter articles every week. We will take 2 or 3 articles from each week's Data Engineering Weekly edition and go through an in-depth analysis. On Data Engineering Weekly edition #119, We are taking three articles. #1

Data Engineering 52

Data Engineering Data Engineer Engineering Media 52

Knowledge Hut

MARCH 15, 2024

What Does a Machine Learning Engineer Do? But before getting started, aren’t you curious about what does a machine learning engineer do? To become one of them, you must gather substantial knowledge in the areas of advanced mathematics, software engineering, and data analytics. What Does a Machine Learning Engineer Do?

Machine Learning 52

Machine Learning Engineering Amazon Web Services Algorithm 52

Knowledge Hut

MARCH 19, 2024

Machine Learning Software Engineers are at the forefront of this revolution, applying their expertise to develop intelligent systems and algorithms. In this blog, I will describe the role of a Machine Learning Software Engineer, their responsibilities, required skills, and the path to becoming one.

Software Engineer 52

Software Engineer Software Engineering Machine Learning Engineering 52

Knowledge Hut

NOVEMBER 17, 2023

The demand for data-related professions, including data engineering, has indeed been on the rise due to the increasing importance of data-driven decision-making in various industries. Becoming an Azure Data Engineer in this data-centric landscape is a promising career choice. Who is an Azure Data Engineer?

Data Engineering 52

Data Engineering Data Engineer Engineering Scala 52

KDnuggets

FEBRUARY 9, 2022

In this article, we will explain one such method to build a visual search engine. We will use the Caltech 101 dataset which contains images of common objects used in daily life. The algorithms for generating text based 10 blue-links are very different from finding visually similar or related images.

Building 92

Building Engineering Datasets Algorithm 92

ArcGIS

NOVEMBER 8, 2023

Surfaces in a centralized location

Datasets 67

Datasets Analytics Architecture Data Management Architecture 67