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. Pradheep Arjunan - Shared insights on AZ's journey from on-prem to the cloud data warehouses.

Data Engineering 52

Data Engineering Data Engineer Engineering Datasets 52

Databand.ai

AUGUST 30, 2023

This includes defining roles and responsibilities related to managing datasets and setting guidelines for metadata management. Data profiling: Regularly analyze dataset content to identify inconsistencies or errors. Automated profiling tools can quickly detect anomalies or patterns indicating potential dataset integrity issues.

Building 52

Building Data Cleanse Data Governance Datasets 52

Knowledge Hut

APRIL 25, 2024

In this blog post, we will discuss such technologies. Hadoop provides a file system (HDFS) that is designed for scalability and reliability, as well as a resource manager (YARN) that enables efficient scheduling of job execution. NoSQL databases are designed for scalability and flexibility, making them well-suited for storing big data.

Big Data 98

Big Data Technology NoSQL Hadoop 98

Data Engineering Weekly

MARCH 3, 2024

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. link] Nvidia: What Is Sovereign AI?

Data Engineering 67

Data Engineering Data Engineer Pipeline-centric Engineering 67

Knowledge Hut

APRIL 23, 2024

While both deal with large datasets, but when it comes to data warehouse vs big data, they have different focuses and offer distinct advantages. In this blog we will explore the fundamental differences between data warehouse and big data, highlighting their unique characteristics and benefits. Big data offers several advantages.

Data Warehouse 52

Data Warehouse Big Data Unstructured Data Hadoop 52

Rockset

MARCH 9, 2023

Blockchain technology has revolutionized the way we store and access data. In this blog post, we will explore three different ways to query the Ethereum blockchain. Ethereum Clients The most basic way to access Ethereum blockchain data is by hosting a node yourself on your local computer, and then querying that node directly.

Amazon Web Services 52

Amazon Web Services Datasets AWS Google Cloud 52

Knowledge Hut

DECEMBER 28, 2023

Hadoop is a popular open-source framework that stores and processes large datasets in a distributed manner. It is designed to handle errors and issues efficiently, making it suitable for local computing and storage. Hadoop is widely used because it can store and analyze large datasets in a decentralized manner.

Hadoop 52

Hadoop Project Datasets Big Data 52

Cloudera

AUGUST 26, 2021

Ozone natively provides Amazon S3 and Hadoop Filesystem compatible endpoints in addition to its own native object store API endpoint and is designed to work seamlessly with enterprise scale data warehousing, machine learning and streaming workloads. Learn more about the impacts of global data sharing in this blog, The Ethics of Data Exchange.

Data Science 109

Data Science Cloud Hadoop Metadata 109

Knowledge Hut

MARCH 26, 2024

In this blog post, I have shared 30 carefully curated prompts catering to various industries. By offering a diverse array of prompts, this blog post aims to provide valuable resources for professionals seeking to enhance their writing skills or generate fresh ideas within their respective industries. What is ChatGPT Prompt?

Media 52

Media Finance Medical Healthcare 52

Workfall

SEPTEMBER 18, 2023

In this blog, we’re diving into the world of data integration with Airbyte, unraveling the mystery behind its simplicity, and uncovering how it seamlessly connects with Snowflake to transform your data into actionable insights. In this blog, we will cover: What is Airbyte?

Data Pipeline 93

Data Pipeline Raw Data Data Schemas Healthcare 93

Databand.ai

MAY 30, 2023

With access to accurate and dependable data, business leaders can make informed decisions that promote growth and profitability. Scope: Data quality primarily deals with dataset content, while data integrity is more concerned with the overall system architecture and processes that ensure consistency across different platforms or applications.

Data Cleanse 85

Data Cleanse Datasets Data Governance Data Validation 85

Databand.ai

JULY 5, 2023

Improved Collaboration Among Teams Data engineering teams frequently collaborate with other departments, such as analysts or scientists, who depend on accurate datasets for their tasks. They provide insights into query performance, storage utilization, and data access patterns, allowing teams to optimize their data infrastructure.

Data Pipeline 52

Data Pipeline Data Lake Data Warehouse Datasets 52

Cloudera

JUNE 26, 2023

Impala works best for analytical performance with properly designed datasets (well-partitioned, compacted). Le Service à Trois HBase + Phoenix + SOLr is a great combination for any analytical use case that goes against operational/transactional datasets. Monitoring: should I use WXM or Cloudera Manager?

ETL Tools 75

ETL Tools Programming Language Datasets Data Pipeline 75

Cloudera

JUNE 3, 2022

Due to the lack of tooling specifically designed for data discovery, exploration, and preliminary analysis, this presents a significant challenge for these teams. . First of all, there’s the question of what data is currently available within their organization, where it is, and how it can be accessed.

Data Analysis 88

Data Analysis PostgreSQL Data Science SQL 88

Knowledge Hut

OCTOBER 29, 2023

Till then, pick a topic from this blog and get started on your next great computer science project. designing an algorithm to improve the efficiency of hospital processes. In addition, you will also need to be familiar with the various APIs that are available for accessing weather data. Source Code: Weather Forecast App 3.

Computer Science 111

Computer Science Coding Project Hospitality 111

Netflix Tech

MARCH 10, 2023

Studio applications use this service to store their media assets, which then goes through an asset cycle of schema validation, versioning, access control, sharing, triggering configured workflows like inspection, proxy generation etc. This pattern grows over time when we need to access and update the existing assets metadata.

Management 94

Management Kafka Metadata Media 94

Knowledge Hut

NOVEMBER 28, 2023

Whether you are working on a personal project, learning the concepts, or working with datasets for your company, the primary focus is a data acquisition and data understanding. In this article, we will look at 31 different places to find free datasets for data science projects. What is a Data Science Dataset?

Datasets 96

Datasets Data Science Project Banking 96

Knowledge Hut

MARCH 27, 2024

So long as they have access to a few brief notes, it becomes easy for students to review and go over the fundamental ideas and techniques. An algorithm design cheat sheet is a useful tool for engineers and machine learning specialists to prepare for managing algorithm design chores. We employ visual aids for this aim.

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

RandomTrees

MARCH 27, 2024

This extraordinary innovation goes about as an imaginative force to be reckoned with, equipped for creating unique content like fine art, designs, and virtual environments. It functions as an inventive mind, drawing motivation from immense datasets to create imaginative results that push the limits of the human imagination.

IT 52

IT Medical Entertainment Healthcare 52

Cloudera

FEBRUARY 16, 2021

In the previous blog post , we looked at some of the application development concepts for the Cloudera Operational Database (COD). In this blog post, we’ll see how you can use other CDP services with COD. Ranger enables you to create services and add access policies for Apache HBase. Cloudera Shared Data Experience (SDX) .

Database 81

Database Machine Learning Data Lake Kafka 81

Lyft Engineering

NOVEMBER 29, 2023

In this particular blog post, we explain how Druid has been used at Lyft and what led us to adopt ClickHouse for our sub-second analytic system. Druid at Lyft Apache Druid is an in-memory, columnar, distributed, open-source data store designed for sub-second queries on real-time and historical data.

Kafka 104

Kafka Data Ingestion Datasets Architecture 104

DareData

JULY 5, 2023

In this blog post, we aim to share practical insights and techniques based on our real-world experience in developing data lake infrastructures for our clients - let's start! The Data Warehouse(s) facilitates data ingestion and enables easy access for end-users.

Data Lake 52

Data Lake Building Raw Data ETL Tools 52

Knowledge Hut

FEBRUARY 28, 2024

Data visualization and dashboard design are both an art and a science and creating them is not as easy as it might seem. How do top UX designers and visual designers illustrate complex information without confusing users? The cloud-based dashboard tools update in real-time and are accessible from any browser.

BI 52

BI Business Intelligence Data Data Science 52

Striim

NOVEMBER 8, 2023

It enables data to be accessed, transferred, and used in various ways such as creating dashboards or running analytics. A data mesh is technology-agnostic and underpins four main principles described in-depth in this blog post by Zhamak Dehghani. Marketing teams should have easy access to the analytical data they need for campaigns.

Architecture 52

Architecture Generalist Government Datasets 52

Data Engineering Weekly

JUNE 18, 2023

The blog narrates LLM training options, Storage & retrieval, and the value chain to use LLM in your private data. Staying on experimentation and AB testing, Booking.com narrates the types of sequential testing and its variations, especially focusing on Group Sequential Design. I’m super thrilled to see the blog.

Data Engineering 52

Data Engineering Data Engineer Engineering MySQL 52

Knowledge Hut

JANUARY 24, 2024

This blog offers an exclusive glimpse into the daily rituals, challenges, and moments of triumph that punctuate the professional journey of a data scientist. The primary objective of a data scientist is to analyze complex datasets to uncover patterns, trends, and valuable information that can aid in informed decision-making.

Database-centric 52

Database-centric Data Science Machine Learning Datasets 52

Cloudera

JANUARY 31, 2024

In the past, this was the only policy available natively in SRM and the design of the replication monitoring features in the service was based on the assumption that every replicated topic would always have a prefix. This is the first part of a two-blog series. The graph is not displayed. Interested in joining Cloudera?

Management 68

Management Kafka Big Data Cloud 68

ProjectPro

FEBRUARY 6, 2023

Data engineers often use Google Cloud Pub/Sub to design asynchronous workflows, publish event notifications, and stream data from several processes or devices. This blog provides an overview of Google Cloud Pub/Sub that will help you understand the framework and its suitable use cases for your data engineering projects.

Google Cloud 52

Google Cloud Cloud Cloud Storage Data Ingestion 52

Cloudera

DECEMBER 11, 2020

As mentioned in my previous blog on the topic , the recent shift to remote working has seen an increase in conversations around how data is managed. Toolsets and strategies have had to shift to ensure controlled access to data. At the same time, the need to have a strong layer of security and governance is being highlighted.

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

RandomTrees

APRIL 29, 2024

By using machine learning algorithms, automotive engineers can analyze massive datasets generated from vehicle sensors, test fleets, and simulated environments. It allows drivers to regulate different elements and access information hands-free.

Transportation 52

Transportation Manufacturing Algorithm Machine Learning 52

Cloudera

DECEMBER 21, 2021

Since the release of Cloudera Data Engineering (CDE) more than a year ago , our number one goal was operationalizing Spark pipelines at scale with first class tooling designed to streamline automation and observability. At the storage layer security, lineage, and access control play a critical role for almost all customers.

Data Engineering 115

Data Engineering Data Engineer Engineering Data Pipeline 115

Databand.ai

AUGUST 30, 2023

Data testing involves the verification and validation of datasets to confirm they adhere to specific requirements. Data testing methods help identify and rectify errors, inconsistencies, and inaccuracies in the data, ensuring that businesses have access to accurate and reliable information.

Data Validation 52

Data Validation Data Integration Data Database 52

Workfall

FEBRUARY 28, 2023

In this blog, we will cover: What Is ChatGPT? The model is trained on a massive text dataset before being fine-tuned for specific tasks such as: Translation of a language Summarization of text Debugging code Answering questions, and so on. It is designed to predict the next word in a sentence based on the preceding words.

Datasets 62

Datasets Coding Algorithm Technology 62

Data Engineering Weekly

MARCH 19, 2023

The author defines Data Product as the combination of Datasets Domain Access It is an exciting time for the data industry as we are increasingly talking about philosophies to adopt data in an organization than technology complexities such as Hadoop, Spark, etc., I won't trust them.

Data Engineering 57

Data Engineering Data Engineer Engineering Media 57

Knowledge Hut

NOVEMBER 19, 2023

Here, Data Science courses online can help you apply what you learn in practical exercises working with real-world datasets. I wrote an article named ‘An Introduction to Azure IoT with Machine Learning,’ in that blog, I took an example of a system that monitors temperature and humidity. What is IoT? CAD software enables you to do so.

Data Science 52

Data Science Technology Machine Learning Big Data 52

Databand.ai

JULY 19, 2023

This can be achieved manually, or automatically using a combination of software and hardware tools designed specifically for this task. Data enrichment involves adding new, relevant information to the existing dataset, which provides more context and improves the depth and value of the data. How can we access it?

Data Ingestion 52

Data Ingestion Process Data Cleanse Data Governance 52

Data Engineering Podcast

AUGUST 5, 2019

Can you start by explaining what Amundsen is and the problems that it was designed to address? Once a dataset has been located, how does Amundsen simplify the process of accessing that data for analysis or further processing? Links Amundsen Data Council Presentation Strata Presentation Blog Post Lyft Airflow Podcast.__init__

PostgreSQL 100

PostgreSQL MongoDB Metadata Media 100