Knowledge Hut

MAY 2, 2024

Apache Spark is a fast and general-purpose cluster computing system. It also supports a rich set of higher-level tools, including Spark SQL for SQL and structured data processing, MLlib for machine learning, GraphX for graph processing, and Spark Streaming. is installed in your system. Minimum of 8 GB RAM.

Hadoop 52

Hadoop Java Scala Programming Language 52

Data Engineering Weekly

APRIL 7, 2024

The emerging of composable data stack, and open data stack is certainly an interesting trend to watch. A key highlight for me, I spoke to multiple data people stuck in legacy systems and still inching their way to the cloud. Spotify shares some of the critical triggers in an organization that leads to build data platform.

Data Engineering 70

Data Engineering Data Engineer Engineering Unstructured Data 70

Snowflake

MARCH 30, 2023

Data Vault as a practice does not stipulate how you transform your data, only that you follow the same standards to populate business vault link and satellite tables as you would to populate raw vault link and satellite tables. Based on Tecton blog So is this similar to data engineering pipelines into a data lake/warehouse?

Engineering 83

Engineering Raw Data Data Science Scala 83

Knowledge Hut

MARCH 20, 2024

Data type defines the kind of value that can be stored in a variable or expression, acting as a classification system for data. Data structure, on the other hand, is a way to arrange and store data in computer memory so that it may be accessed and altered quickly. What is Data Type?

Computer Science 52

Computer Science Programming Language Algorithm Software Engineer 52

Databand.ai

JULY 17, 2023

The main components of MLOps include: Data management: Ensuring data quality and consistency throughout the entire ML lifecycle. Model training: Developing robust training pipelines with version control systems for reproducibility.

Data Pipeline 52

Data Pipeline Machine Learning High Quality Data Data Ingestion 52

Cloudera

APRIL 1, 2024

We’re excited to share that Gartner has recognized Cloudera as a Visionary among all vendors evaluated in the 2023 Gartner® Magic Quadrant for Cloud Database Management Systems. Download the complimentary 2023 Gartner Magic Quadrant for Cloud Database Management Systems report. Sign up for a trial to see for yourself.

Cloud 104

Cloud Unstructured Data Metadata Datasets 104

Knowledge Hut

MARCH 22, 2024

Overall, C is still essential for creating reliable and effective software systems in DSA. This blog will provide you with a strong foundation in DSA using C. What is a Data Structure? The procedures needed to set up your local development environment on various operating systems are covered in this section.

Algorithm 52

Algorithm Programming Language Software Engineer Software Engineering 52

Snowflake

NOVEMBER 2, 2023

Rather than defining schema upfront, a user can decide which data and schema they need for their use case. Snowflake has long supported semi-structured data types and file formats like JSON, XML, Parquet, and more recently storage and processing of unstructured data such as PDF documents, images, videos, and audio files.

Data Lake 91

Data Lake Data Warehouse Cloud Unstructured Data 91

Data Engineering Weekly

NOVEMBER 20, 2022

[link] Atlassian: Learn How to Prepare For New European Data Privacy Requirements Data privacy and regulatory requirements mostly won’t feature in a developer blog, and I found pleasantly surprised with this article from Atlassian. The trade-off plays a critical role in a critical system like Experimentation.

Data Engineering 52

Data Engineering Data Engineer Engineering Datasets 52

Data Engineering Weekly

DECEMBER 18, 2022

Given the characteristic, are we having a “Big Data” problem? Can we spin off a machine with all the data stack and run through the analysis? The author writes an exciting blog, Modern data stack in a Box!! link] Data Engineering Central: Why is everyone trying to kill Airflow?

Data Engineering 52

Data Engineering Data Engineer Engineering Relational Database 52

Pinterest Engineering

NOVEMBER 28, 2023

It performs data validation, denylist processing, sharding, deserializing multiple metrics formats, and serializing the data into a customized Time Series Database (TSDB) format that can be used by downstream storage engine: Goku. Pinterest metrics system Goku-Ingestor has been running and evolving for close to a decade.

Kafka 81

Kafka Bytes Architecture Utilities 81

phData: Data Engineering

SEPTEMBER 19, 2023

With many data modeling methodologies and processes available, choosing the right approach can be daunting. This blog will guide you through the best data modeling methodologies and processes for your data lake, helping you make informed decisions and optimize your data management practices. What is a Data Lake?

Data Lake 52

Data Lake Process Metadata Data Warehouse 52

Rockset

MAY 21, 2024

Flexibility: Can be applied to various tasks, including question answering, dialogue systems, and summarization. If you'd like to know more about Query lambdas, feel free to read this blog post. Improved Factual Accuracy: Leveraging external knowledge sources helps in reducing the likelihood of generating incorrect information.

Building 52

Building Utilities Datasets Database 52

Snowflake

APRIL 17, 2023

Panther Labs improves point lookup queries by 100x for VARIANT data types The new features in the Search Optimization Service enable our customers to easily search in logs and semi-structured data stored in VARIANT, ARRAY, and OBJECT columns. Panther has seen these point lookup queries improve by factors of over 100 times.

Food 57

Food Structured Data Utilities Accessible 57

Knowledge Hut

JULY 24, 2023

In this blog, we will talk about the future of database management. NoSQL Databases NoSQL databases are non-relational databases (that do not store data in rows or columns) more effective than conventional relational databases (databases that store information in a tabular format) in handling unstructured and semi-structured data.

Database 52

Database NoSQL Management Relational Database 52

Cloudera

NOVEMBER 15, 2021

The word “data” is ubiquitous in narratives of the modern world. And data, the thing itself, is vital to the functioning of that world. This blog discusses quantifications, types, and implications of data. Quantifications of data. Addressing the challenges of data.

Unstructured Data 88

Unstructured Data Pipeline-centric Database-centric Entertainment 88

ProjectPro

JANUARY 27, 2023

If you're wondering how the ETL process can drive your company to a new era of success, this blog will help you discover what use cases of ETL make it a critical component in many data management and analytic systems. Business Intelligence - ETL is a key component of BI systems for extracting and preparing data for analytics.

BI 52

BI ETL Tools Retail Healthcare 52

LinkedIn Engineering

JULY 19, 2023

Open source data lakehouse deployments are built on the foundations of compute engines (like Apache Spark, Trino, Apache Flink), distributed storage (HDFS, cloud blob stores), and metadata catalogs / table formats (like Apache Iceberg, Delta, Hudi, Apache Hive Metastore). While functional, our current setup for managing tables is fragmented.

Big Data 78

Big Data Data Management Management Metadata 78

Data Engineering Weekly

FEBRUARY 12, 2023

As a Data Engineer, I always want to know what is behind the scene of a product and how efficiently we can use system design to solve a business problem efficiently. We open the Behind the Scene series for startup founders to write in-depth technical articles, system design, and efficient product usage. ”, Wait, what?

Data Engineering 52

Data Engineering Data Engineer Engineering Hadoop 52

Workfall

JULY 4, 2023

Each successful deployment enriches its data ecosystem, empowering decision-makers with valuable, up-to-date insights. DBT has become the stuff of legends, passed down through generations of data engineers, forever celebrated for its role in creating a world of data excellence. Now let’s execute the dbt run command.

Data Warehouse 69

Data Warehouse SQL PostgreSQL Database 69

U-Next

SEPTEMBER 7, 2022

Structuring data refers to converting unstructured data into tables and defining data types and relationships based on a schema. What is Data Warehouse? . Built to make strategic use of data, a Data Warehouse is a combination of technologies and components. Data Warehouse in DBMS: .

Data Lake 52

Data Lake Data Warehouse Unstructured Data Amazon Web Services 52

Cloudera

OCTOBER 17, 2023

This blog is for anyone who was interested but unable to attend the conference, or anyone interested in a quick summary of what happened there. The adoption of Flink mirrors growth in streaming data volumes and maturity of the streaming market. The post 5 Key Takeaways from #Current2023 appeared first on Cloudera Blog.

Database-centric 77

Database-centric Kafka Pipeline-centric Database 77

Cloudera

SEPTEMBER 17, 2020

By enabling their event analysts to monitor and analyze events in real time, as well as directly in their data visualization tool, and also rate and give feedback to the system interactively, they increased their data to insight productivity by a factor of 10. .

Unstructured Data 81

Unstructured Data Data Warehouse Pharmaceutical MySQL 81

Knowledge Hut

APRIL 25, 2024

Information Technology uses computer systems or devices to access information. This system is responsible for a large portion of any workforce, business operation, and other personal access information comprising an individual's daily activities. It is looked after by the Database Management System (DBMS).

Technology 52

Technology Recruitment Media Cloud Computing 52

Cloudera

OCTOBER 7, 2021

In this blog, I will demonstrate the value of Cloudera DataFlow (CDF) , the edge-to-cloud streaming data platform available on the Cloudera Data Platform (CDP) , as a Data integration and Democratization fabric. Data and Metadata: Data inputs and data outputs produced based on the application logic.

Architecture 124

Architecture Metadata Government Kafka 124

Rockset

AUGUST 2, 2023

For one, the company decided to invest in an API Insights Lab where customers and partners across suppliers, carriers, governments and insurance companies could use maritime data as part of their internal systems and workflows. Data Challenges Windward tracks vessel positions generated by AIS transmissions in the ocean.

Database-centric 52

Database-centric PostgreSQL Transportation Insurance 52

Netflix Tech

JULY 21, 2022

Since memory management is not something one usually associates with classification problems, this blog focuses on formulating the problem as an ML problem and the data engineering that goes along with it. It also prevents the system running out of memory during execution of the query. Labeling the data?

Machine Learning 71

Machine Learning Datasets Big Data Data Pipeline 71

Knowledge Hut

JANUARY 3, 2024

Did you know that almost all database management systems (DBMS) use a particular data organization model? This article provides an introduction to the relational model, which is by far the most common data organization model in DBMS today. Until then, you can read this model's important aspects in this detailed blog.

MongoDB 52

MongoDB Relational Database Database Accessible 52

Data Engineering Weekly

MARCH 24, 2023

Data creation is often the differentiator between the success & the failure of a data team. A business process or workflow engine is a software system that enables businesses to execute well-defined steps to complete a user’s intention. Event Sourcing Change Data Capture [CDC] Outbox pattern 1.

Engineering 67

Engineering Data Transportation Database 67

ProjectPro

FEBRUARY 16, 2023

While both BI and AI provide data-driven insights, they differ in how they help businesses gain a competitive edge in the data-driven marketplace. The blog will also guide you through how combining AI and BI will help improve business solutions. AI can help BI tools provide clear, actionable insights from the study data.

Business Intelligence 52

Business Intelligence BI Data Mining Raw Data 52

Rockset

FEBRUARY 24, 2023

Introduction Let’s get this out of the way at the beginning: understanding effective streaming data architectures is hard, and understanding how to make use of streaming data for analytics is really hard. We’re going to start with a basic question: what is streaming data? Kafka or Kinesis ? Stream processing or an OLAP database?

Kafka 52

Kafka AWS Amazon Web Services Programming Language 52

Cloudera

JUNE 7, 2022

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 110

IT Unstructured Data Data Architecture Government 110

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. Powered and supported by Cloudera, this framework brings together disparate data sources, combining internal data with public data, and structured data with unstructured data.

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

Knowledge Hut

APRIL 25, 2023

Data processing: Data engineers should know data processing frameworks like Apache Spark, Hadoop, or Kafka, which help process and analyze data at scale. Data engineering tools can help data engineers streamline many of these tasks, allowing them to be more productive and effective in their work.

Data Engineering 52

Data Engineering Data Engineer Engineering Google Cloud 52

Cloudera

SEPTEMBER 29, 2021

Among the use cases for the government organizations that we are working on is one which leverages machine learning to detect fraud in payment systems nationwide. Through processing vast amounts of structured and semi-structured data, AI and machine learning enabled effective fraud prevention in real-time on a national scale. .

Medical 81

Medical Government Hospitality Electronics 81

Edureka

FEBRUARY 9, 2023

This position requires knowledge of Microsoft Azure services such as Azure Data Factory, Azure Stream Analytics, Azure Databricks, Azure Cosmos DB, and Azure Storage. Data engineering is a new and evolving field that will withstand the test of time and computing advances. Conclusion So this was all about the Azure data engineer skills.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Mining 52

Rockset

DECEMBER 17, 2021

Here’s the final architecture: I’ve been doing some flavour of systems integration for the past 15 years, and usually I finish a project and think “it shouldn’t have taken that much effort”. Note: This post was originally posted on the Omnata blog. So it’s truly incredible to finally see this level of simplicity emerge in the market.

SQL 52

SQL NoSQL Database Design Metadata 52