Data Engineering Podcast

MARCH 5, 2023

austin) Podcast Episode Data Community Fund DataHub Podcast Episode Database Design For Mere Mortals by Michael J. austin) Podcast Episode Data Community Fund DataHub Podcast Episode Database Design For Mere Mortals by Michael J.

Building 147

Building Database Design Metadata Machine Learning 147

Data Engineering Podcast

MARCH 11, 2018

You first co-authored Refactoring Databases in 2006. What have you found to be the most problematic aspects of databases when trying to evolve the functionality of a system? Looking back over the past 12 years, what has changed in the areas of database design and evolution?

Database 100

Database MongoDB NoSQL Insurance 100

ProjectPro

JUNE 6, 2025

It is crucial to have the data in a design that supports the application, which puts it in motion and provides meaningful information while the data is at rest. Data modeling is essential because it enables businesses to visualize these operations and design, build, and deploy high-quality data assets.

Data Engineer 40

Data Engineer Data Engineering Project Engineering 40

Data Engineering Podcast

FEBRUARY 25, 2024

Your host is Tobias Macey and today I'm interviewing Paul Dix about his investment in the Apache Arrow ecosystem and how it led him to create the latest PFAD in database design Interview Introduction How did you get involved in the area of data management?

Database 162

Database Technology Data Lake High Quality Data 162

Knowledge Hut

FEBRUARY 29, 2024

Learning inferential statistics website: wallstreetmojo.com, kdnuggets.com Learning Hypothesis testing website: stattrek.com Start learning database design and SQL. A database is a structured data collection that is stored and accessed electronically. Considering this information database model is fitted with data.

Data Science 98

Data Science Database Design Machine Learning Programming Language 98

ProjectPro

JUNE 6, 2025

Explain the concept of a charm trap in database design. A charm trap in database design refers to a situation where a modeler mistakenly creates a relationship between two tables based on a shared attribute that initially seems relevant but later becomes ambiguous or misleading.

Data Engineer 40

Data Engineer Data Engineering Engineering NoSQL 40

ProjectPro

JUNE 6, 2025

Open-Source Vector Database Examples Several vector databases are available as open-source solutions, and a selection of them is provided below: Weaviate Weaviate is an open-source vector database designed to store data objects and vector embeddings from machine learning models.

Database 40

Database Algorithm Machine Learning Metadata 40

Data Engineering Podcast

AUGUST 17, 2020

What are the shortcomings of existing approaches to database design that prevent them from being useful for these applications? What are the shortcomings of existing approaches to database design that prevent them from being useful for these applications? What was your motivation for building it?

Data Engineer 100

Data Engineer Data Engineering Engineering Database Design 100

ProjectPro

JUNE 6, 2025

Furthermore, a deep understanding of database design choices, such as normalization, denormalization, and partitioning, can significantly impact query performance and overall database efficiency. It's not just about crafting SQL queries; it's about grasping the underlying principles of database design.

SQL 40

SQL Relational Database Business Analyst Database 40

Data Engineering Podcast

JANUARY 13, 2020

YugabyteDB is an open source database designed to support planet scale workloads with high data density and full ACID compliance. YugabyteDB is an open source database designed to support planet scale workloads with high data density and full ACID compliance.

SQL 100

SQL MongoDB PostgreSQL Database Design 100

Data Engineering Podcast

MARCH 5, 2022

What are the considerations that users need to be aware of as they are designing their data models? What are some of the data modeling/database design strategies that users of HarperDB should know in order to take full advantage of its capabilities?

MongoDB 100

MongoDB PostgreSQL Software Engineer Software Engineering 100

Data Engineering Podcast

SEPTEMBER 2, 2019

To help other people find the show please leave a review on iTunes and tell your friends and co-workers Join the community in the new Zulip chat workspace at dataengineeringpodcast.com/chat Links Data Council Database Design For Mere Mortals Bloomberg Garmin 500 Startups Geeks On A Plane Data Council NYC 2019 Track Summary Pete’s Angel List Syndicate (..)

Building 100

Building Data Database Design Media 100

ProjectPro

JUNE 6, 2025

You may steadily advance your career to a Data Architect's profile by honing the following skills: Database design Machine Learning Data modeling, visualization Project Management Programming Language Operating Systems, and Business analytics. Thus, these must be strengthened.

Data Architect 40

Data Architect Data Mining Programming Language Java 40

ProjectPro

JUNE 6, 2025

Chroma DB is an open-source vector database designed to store and manage vector embeddings—numerical representations of complex data types like text, images, and audio. Chroma DB Project Ideas How to Use Chroma DB with LangChain? Learn to Implement ChromaDB for Real-World Use Cases with ProjectPro!

Database 40

Database Metadata Medical Recruitment 40

ProjectPro

JUNE 6, 2025

AWS Data Engineer Roles and Responsibilities AWS data engineers have a variety of responsibilities, some of which are: Constructing data models that may be utilized to gather information from numerous sources and store it in a helpful fashion Data integrity maintenance through the development of backup and recovery mechanisms Finding ways to boost (..)

AWS 45

AWS Data Engineer Data Engineering Amazon Web Services 45

Knowledge Hut

JANUARY 18, 2024

Roles and Responsibilities Use database software to find new ways to store, organize, and manage data. Debugging; keeping databases up to date Assisting with database design and development Average Salary:   USD 97,400 / INR 5,05,780 per annum 9.

Data Science 98

Data Science Data Architect Business Analyst ETL Method 98

Hevo

APRIL 26, 2024

Corporations typically store their on-premise data in a database designed for day-to-day transactional operations. Consequently, integrating data from a database into a data warehouse is a crucial step for any organization. Amazon RDS is a database management web […]

AWS 52

AWS Database Design Data Warehouse Database 52

Hevo

AUGUST 16, 2023

The former is an object storage service, and the latter is a relational database designed to be compatible with MySQL and PostgreSQL. Amazon S3 and Aurora are two of the widely used highly scalable services provided by AWS.

PostgreSQL 52

PostgreSQL MySQL Relational Database Database Design 52

Knowledge Hut

DECEMBER 26, 2023

The skills required to become a Business Intelligence Analyst are Database design, creation and maintenance, Data Mining and Analysis, Data Visualization tools like Tableau, Power BI, Data Security and Privacy, advanced SQL queries, ETL Framework, programming skills like Python, R, and familiarity with Cloud Technologies.

Data Science 97

Data Science BI Business Intelligence Data Mining 97

ProjectPro

JUNE 6, 2025

Data engineers should carefully choose the most suitable data types for each column during the database design phase in any data engineering project. This decision impacts disk performance, resource allocation, and overall system efficiency.

Bytes 40

Bytes Data Unstructured Data Structured Data 40

U-Next

FEBRUARY 27, 2023

Data normalization is also an important part of database design. Data normalization is the process of organizing and transforming data to improve its structural integrity, accuracy, and consistency. Data normalization is adopted because it helps to ensure that data will be consistent.

IT 98

IT Bytes Database Recruitment 98

ProjectPro

JUNE 6, 2025

It involves various technical skills, including database design, data modeling, and ETL (Extract, Transform, Load) processes. The field of data engineering is focused on ensuring that data is accessible, reliable, and easily processed by other teams within an organization, such as data analysts and data scientists.

Data Engineer 49

Data Engineer Data Engineering Engineering Hadoop 49

U-Next

MARCH 7, 2023

Data normalization is also an important part of database design. Data normalization is the process of organizing and transforming data to improve its structural integrity, accuracy, and consistency. Data normalization is adopted because it helps to ensure that data will be consistent.

IT 98

IT Bytes Database Recruitment 98

Knowledge Hut

JUNE 23, 2023

Let us look at the steps to becoming a data engineer: Step 1 - Skills for Data Engineer to be Mastered for Project Management Learn the fundamentals of coding skills, database design, and cloud computing to start your career in data engineering. You can also post your work on your LinkedIn profile.

Data Engineer 52

Data Engineer Data Engineering Engineering Non-relational Database 52

Knowledge Hut

JULY 24, 2023

The conceptual level defines the conceptual schema, which deals with the global and integrated view of the entire database system. A conceptual schema describes the entities, attributes, relationships, and constraints in a database. The logical level acts as an intermediate level between the external and internal levels.

Database Design 52

Database Design Relational Database Metadata Database 52

DoorDash Engineering

DECEMBER 5, 2023

Prometheus : A monitoring and time-series database. Designed for monitoring application and infrastructure metrics. Pulumi : Similar to Terraform, this is also an IaC platform, but without HDL. Pulumi instead leverages existing programming languages to manage infrastructure. Exposes query language PromQL for writing alerts on metrics.

Kafka 91

Kafka Programming Language Metadata Architecture 91

ProjectPro

JUNE 6, 2025

Familiarity with Snowflake Cloud Data Platform, SQL queries, and database design. Familiarity with Python and SQL programming languages. Understanding of continuous data protection methods. Knowledge of handling unstructured and semi-structured data. Excellent problem-solving and analytical skills.

Certification 40

Certification Data Pipeline Hadoop AWS 40

ProjectPro

JUNE 6, 2025

Databases (SQL and NoSQL), Data warehouses, and Data lakes Databases (SQL and NoSQL) Understanding database design and SQL Queries, a standard query language for most relational databases (Consisting of Tables formed as rows and columns), is one of the most important skills for any Data Engineer.

Data Science 40

Data Science Data Engineer Data Engineering Engineering 40

ProjectPro

JUNE 6, 2025

Graph Database Examples Use Cases of Graph Databases Graph Database Project Ideas Learn to Apply Graph Database Concepts with ProjectPro! FAQs on Graph Databases What is a Graph Database? A graph database is a specialized database designed to efficiently store and query interconnected data.

Database 40

Database Database-centric Relational Database MongoDB 40

Knowledge Hut

MARCH 22, 2024

Proficiency in MongoDB query language and database design principles. Extensive experience in MongoDB database administration and architecture. Proficiency in database design principles and optimization techniques. Proficiency in MongoDB query language and database design principles.

MongoDB 52

MongoDB Amazon Web Services Computer Science Education 52

Towards Data Science

MARCH 29, 2023

As someone who had minimal exposure to computer science, I felt it pretty easy to follow along with his explanations of encodings, database design (and tradeoffs), and distributed architecture. Kleppmann strikes an amazing balance between accessibility and depth.

Data Warehouse 96

Data Warehouse BI Healthcare Database 96

Maxime Beauchemin

APRIL 26, 2023

From the engineering perspective, prompt engineering involves fetching and formatting external context from the session state, a database, or even integrating with a vector database designed specifically for such use cases.

SQL 148

SQL Database Engineering Software Engineer 148

ProjectPro

JUNE 6, 2025

Azure Cosmos DB Pricing Azure Cosmos DB Tutorial: Getting Started with NoSQL Database Real-World Applications of Azure Cosmos DB Boosting Performance in Cosmos DB: Top Tips and Techniques Azure Cosmos DB Project Ideas Enhance Your Data Management Skills with ProjectPro's Guided Azure Projects!

Database 40

Database Management MongoDB NoSQL 40

Rockset

DECEMBER 17, 2021

Rockset is a real-time analytics database designed for sub-second queries and real-time ingest. For the backend, we chose Rockset. Omnata are early believers in Rockset, and partners since early 2021. Getting started with Rockset was straightforward.

SQL 52

SQL NoSQL Database Design Metadata 52

AltexSoft

OCTOBER 30, 2021

They are typically programmers or people with other IT degrees who became interested in automation and scripting tasks and acquired knowledge of SQL database design. In striking contrast with data scientists, data engineers don’t usually start their journey by specifically wanting to become data engineers.

Data Engineer 98

Data Engineer Data Engineering Engineering Machine Learning 98

Monte Carlo

MARCH 11, 2025

Database Design and Structure 6. Database Design and Structure One key way to design your database and structure is to focus on normalizing your tables. Put simply, normalizing is the process of organizing your data in a database, creating tables, and establishing relationships between the tables.

SQL 52

SQL Database Database Design Datasets 52

ProjectPro

JUNE 6, 2025

It involves setting up AWS EC2 instances for GPU support, extracting data from project documentation and code files, embedding text into numerical vectors, creating a FAISS Vector Database, designing context-aware prompts, and implementing a question-answering pipeline using Llama2.

Insurance 52

Insurance Manufacturing Banking Medical 52