Data Engineering Weekly

JULY 2, 2023

Editors Note: 🔥 DEW is thrilled to announce a developer-centric Data Eng & AI conference in the tech hub of Bengaluru, India, on October 12th! link] Sven Balnojan: Explain like I’m 5 — Vector Database Hype Of all the LLM hype, I'm very excited about the emergence of vector databases.

Data Engineering 52

Data Engineering Data Engineer Engineering Data 52

Towards Data Science

JULY 13, 2023

The example we’ll walk you through will mirror a typical LLM application workflow you’d run to populate a vector database with some text knowledge. This data will move through different services (LLM, vector database, document store, etc.) Store embeddings in a vector database, either LanceDB , Pinecone , or Weaviate.

Building 81

Building Database-centric Database Python 81

Data Engineering Podcast

AUGUST 13, 2022

With their new managed database service you can launch a production ready MySQL, Postgres, or MongoDB cluster in minutes, with automated backups, 40 Gbps connections from your application hosts, and high throughput SSDs. Just connect it to your database/data warehouse/data lakehouse/whatever you’re using and let them do the rest.

Machine Learning 100

Machine Learning Data Pipeline-centric Database-centric 100

Knowledge Hut

FEBRUARY 27, 2023

In large organizations, data engineers concentrate on analytical databases, operate data warehouses that span multiple databases, and are responsible for developing table schemas. Data engineering builds data pipelines for core professionals like data scientists, consumers, and data-centric applications.

Data Engineering 52

Data Engineering Data Engineer Engineering Data 52

RandomTrees

NOVEMBER 29, 2023

The choice of tools and adopting the right methodologies becomes the drive for any business and in this the selection on the database technologies is very crucial. The second normal form ensures eliminating the repeating groups from the design and thus eliminating partial dependencies in the database relations if any.

Data Warehouse 52

Data Warehouse Data Data Lake Database 52

Ascend.io

SEPTEMBER 14, 2023

It's specialized for database querying. Interpreter / Compiler Interpreted Executed by a database engine, interpreting and executing SQL statements. Declarative and straightforward for database tasks. Its ecosystem revolves around database management and querying. Primarily tailored for database tasks.

Data Engineering 52

Data Engineering Data Engineer Python Engineering 52

Knowledge Hut

JUNE 20, 2023

Pipeline-Centric Engineer: These data engineers prefer to serve in distributed systems and more challenging projects of data science with a midsize data analytics team. Database-Centric Engineer: The implementation, upkeep, and populating of analytics databases are the responsibilities of a Database-Centric Engineer.

Machine Learning 52

Machine Learning Data Engineering Data Engineer Engineering 52

Knowledge Hut

SEPTEMBER 27, 2023

Azure's diverse services encompass computing, storage, databases, AI , and IoT, offering a comprehensive solution for a broad spectrum of needs. You can create virtual machines, databases, storage accounts, and more within your subscription. Within a few seconds, your account will be ready.

Cloud Computing 52

Cloud Computing Database-centric Cloud Database 52

Knowledge Hut

NOVEMBER 15, 2023

Looking for a position to test my skills in implementing data-centric solutions for complicated business challenges. Example 3: A passionate data analyst having four years of experience in SQL and database administrator management. I am familiar with the process of creating, maintaining and managing databases.

Certification 98

Certification Database-centric Engineering Database 98

Grouparoo

MAY 13, 2021

In this post, we’ll look at the historical reasons for the 191 character limit as a default in most relational databases. The first question you might ask is why limit the length of the strings you can store in a database at all? Why varchar and not text ? s fault 255 makes a lot more sense than 191. How did we get to 191?

Database 52

Database MySQL Bytes Database-centric 52

Knowledge Hut

NOVEMBER 2, 2023

Tools and Technologies Azure Data Factory, Azure Databricks, Azure SQL Database, Azure Cosmos DB, Power BI. While Data Engineers work in data-centric jobs, DevOps Engineers focus on software development efficiency. If you enjoy working with data, databases, and analytics, opt for a Data Engineer role.

Data Engineering 52

Data Engineering Data Engineer Engineering Data 52

Dataquest

JANUARY 25, 2017

Most companies store their data in variety of formats across databases and text files. You’ll have a few different data stores: The database that backs your main app. Ride database. Customer service database. You’ll then need to store the parsed logs in a database, so they can easily be queried by the API.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52

Knowledge Hut

JULY 26, 2023

These backend tools cover a wide range of features, such as deployment utilities, frameworks, libraries, and databases. Better Data Management: Database management solutions offered by backend tools enable developers to quickly store, retrieve, and alter data. Store information for running tests in different environments.

Database-centric 52

Database-centric Database Coding Programming Language 52

Knowledge Hut

NOVEMBER 17, 2023

Becoming an Azure Data Engineer in this data-centric landscape is a promising career choice. To be an Azure Data Engineer, you must have a working knowledge of SQL (Structured Query Language), which is used to extract and manipulate data from relational databases.

Data Engineering 52

Data Engineering Data Engineer Engineering Data 52

Meltano

JANUARY 25, 2023

He compared the SQL + Jinja approach to the early PHP era… […] “If you take the dataframe-centric approach, you have much more “proper” objects, and programmatic abstractions and semantics around datasets, columns, and transformations.

SQL 52

SQL Data Data Engineering Data Engineer 52

Christophe Blefari

APRIL 8, 2023

At the same time Maxime Beauchemin wrote a post about Entity-Centric data modeling. If you want to go deeper to me Dozer looks like Materialize or Popsink but with a different vision, offering more an API as a serving layer than a database. I hope he will fill the gaps. When it comes to modeling it's hard not to mention dbt.

Data 130

Data SQL Python Algorithm 130

Christophe Blefari

APRIL 8, 2023

At the same time Maxime Beauchemin wrote a post about Entity-Centric data modeling. If you want to go deeper to me Dozer looks like Materialize or Popsink but with a different vision, offering more an API as a serving layer than a database. I hope he will fill the gaps. When it comes to modeling it's hard not to mention dbt.

Data 130

Data SQL Python Algorithm 130

Cloudera

JANUARY 24, 2022

The company used Cloudera Data Science Workbench to create data-centric applications and solutions. As you can imagine, searching a database that large is no easy task. It has recently added more than 325,000 new donors to its database. UnionBank decided to find a better way to evaluate loan applications to help more customers.

Data 66

Data Database-centric Banking Data Lake 66

Knowledge Hut

APRIL 19, 2023

Owing to the vitality of application software, businesses are actively seeking professionals with excellent technical expertise and a consumer-centric mindset to develop more practical application software systems that enhance customer experience. Database An automated data-keeping system is what a database management system (DBMS) is.

Database-centric 52

Database-centric Database Systems Programming Language 52

Data Engineering Podcast

APRIL 7, 2019

Managing and auditing access to your servers and databases is a problem that grows in difficulty alongside the growth of your teams. You listen to this show to learn and stay up to date with what’s happening in databases, streaming platforms, big data, and everything else you need to know about modern data management.

Data Pipeline 100

Data Pipeline Data AWS Pipeline-centric 100

Data Science Blog: Data Engineering

SEPTEMBER 9, 2020

Data is centric in testing of several applications because data is critical to organizations. The tool successfully adheres to the importance of keeping test-data centric in Automation Test solutions. The test-data involved in both Manual/Automation testing encompasses the test-data inputs, test-data outputs, and the test-data flow.

Data Management 52

Data Management Data Database-centric Management 52

Confluent

JUNE 18, 2019

As the databases professor at my university used to say, it depends. Using SQL to run your search might be enough for your use case, but as your project requirements grow and more advanced features are needed—for example, enabling synonyms, multilingual search, or even machine learning—your relational database might not be enough.

Kafka 91

Kafka Architecture Building Database-centric 91

Maxime Beauchemin

MARCH 8, 2021

For those reasons, it is not surprising that it has taken over most of the modern data stack: infrastructure, databases, orchestration, data processing, AI/ML and beyond. That’s without mentioning the fact that for a cloud-native company, Tableau’s Windows-centric approach at the time didn’t work well for the team.

Business Intelligence 130

Business Intelligence BI Database-centric Google Cloud 130

Knowledge Hut

OCTOBER 6, 2023

Responsibilities: Generally requiring 5+ years of experience in cloud environments, Azure solution architects work with cloud developers, cloud Database Administrators, and clients to implement solutions. Engage and Collaborate: Actively participate in community discussions, be it online platforms or Azure-centric events.

Cloud 52

Cloud Database-centric Certification Cloud Computing 52

The Pragmatic Engineer

JANUARY 5, 2023

Our customers are some of the most innovative, engineering-centric businesses on the planet, and helping them do great work will continue to be our focus.” On that same day, the threat actor downloaded data from another database that stores pipeline-level config vars for Review Apps and Heroku CI.

Pipeline-centric 130

Pipeline-centric Coding Database-centric Accessible 130

Knowledge Hut

NOVEMBER 2, 2023

They have a thorough understanding of Azure services such as computation, storage, databases, and networking. They heavily leverage Azure services for computing, storage, databases, and networking, optimizing security, integration, and automation within the Azure ecosystem. Jira, Confluence), and a variety of cloud platforms (e.g.,

Cloud Computing 52

Cloud Computing Architecture Cloud Database-centric 52

Knowledge Hut

SEPTEMBER 26, 2023

It offers a wide range of services, including computing, storage, databases, machine learning, and analytics, making it a versatile choice for businesses looking to harness the power of the cloud. This cloud-centric approach ensures scalability, flexibility, and cost-efficiency for your data workloads.

Data Lake 52

Data Lake SQL Machine Learning Architecture 52

Ascend.io

JUNE 8, 2023

Treating data as a product is more than a concept; it’s a paradigm shift that can significantly elevate the value that business intelligence and data-centric decision-making have on the business. Data Integrity Cultivation of a data-centric culture means engaging business users to trust and use the data.

Pipeline-centric 52

Pipeline-centric Data Data Pipeline Data Ingestion 52

Knowledge Hut

AUGUST 18, 2023

AWS Certified Database – Specialty (a) Certification Overview The AWS Certified Database – Specialty certification is for those who wish to work with AWS databases. This certification exam is to test a candidate's proficiency when working with designing & maintaining AWS database solutions. (b)

AWS 52

AWS Certification Cloud Cloud Computing 52

Knowledge Hut

OCTOBER 11, 2023

If you enjoy programming and want to work with IT systems, such as databases, networks, and software, a job as a software developer might be right for you. These degrees aid in the development of their knowledge and abilities in a variety of fields, including operating systems, databases, and programming.

Business Analyst 52

Business Analyst Certification Database-centric Software Engineer 52

U-Next

NOVEMBER 10, 2022

It is used to access databases in an object-oriented way. Centric Retail PLM . Centric Retail PLM tool is a cloud-based product lifecycle management tool that enables retailers to manage their product development process. Propel is an open-source object-relational mapping (ORM) tool for PHP. Propel is easy to use.

Management 40

Management Database-centric Retail Cloud 40

Confluent

SEPTEMBER 25, 2019

Of course, this is not to imply that companies will become only software (there are still plenty of people in even the most software-centric companies), just that the full scope of the business is captured in an integrated software defined process. Here, the bank loan business division has essentially become software.

Kafka 56

Kafka Database-centric Database Pipeline-centric 56

Maxime Beauchemin

JANUARY 20, 2017

Storage and compute is cheaper than ever, and with the advent of distributed databases that scale out linearly, the scarcer resource is engineering time. The use of natural, human readable keys and dimension attributes in fact tables is becoming more common, reducing the need for costly joins that can be heavy on distributed databases.

Data Engineering 130

Data Engineering Data Engineer Engineering Data 130

phData: Data Engineering

DECEMBER 20, 2022

Data modernization is an umbrella term for the many ways businesses upgrade their data infrastructure, typically with cloud-centric solutions like the Snowflake Data Cloud. The cloud also democratizes access to data, whereas on-premises databases tend to restrict access and create silos.

Cloud 52

Cloud Data Data Architecture Database-centric 52

Cloudera

JANUARY 17, 2021

New revenue stream through a persona-based database can be monetized through co-marketing efforts. Season Pass Holder Database . Demographic centric marketing. Rationalization of marketing and advertising spend producing the highest ROI. New Profit Steams – . Co-marketing with like-minded sports. Pricing and offer timing.

Database-centric 66

Database-centric Utilities Database Manufacturing 66

AltexSoft

JUNE 7, 2021

Data engineers who previously worked only with relational database management systems and SQL queries need training to take advantage of Hadoop. Apache HBase , a noSQL database on top of HDFS, is designed to store huge tables, with millions of columns and billions of rows. Complex programming environment. Data storage options.

Hadoop 98

Hadoop Big Data Tools Big Data Data 98

Ascend.io

AUGUST 29, 2023

Data is ingested from various sources, like your cloud, applications, or different databases, and gets ready to play in the pipeline. Here are the central stages of an end-to-end data pipeline: Getting in the Game – Data Ingestion: Just as a baseball game starts with the opening pitch, the data journey begins with data ingestion.

Data Pipeline 52

Data Pipeline Data Pipeline-centric Data Ingestion 52