databricks

AUGUST 4, 2025

Here’s an example question: The agent suggested using the function weekofyear() , supported in multiple flavors of SQL (MySQL, MariaDB, etc.). However, it isn’t supported in PostgreSQL , the SQL flavor preferred by our user group. Consider our PostgreSQL example. It should inform all future SQL-related questions.

PostgreSQL

ProjectPro

JUNE 6, 2025

AWS is the world's largest cloud database service provider by revenue, coming to this leading position barely a decade after the first of these services were introduced," says the Magic Quadrant for Cloud Database Management Systems report (Dec 2022). billion by the end of 2030, growing at a rapid CAGR of more than 14.80%.

Database

ProjectPro

JUNE 6, 2025

Amazon Aurora is a high-availability, automated failover relational database engine that supports MySQL and PostgreSQL. To put it another way, Amazon Aurora is a hybrid of MySQL and Postgres. Is MongoDB better than PostgreSQL in terms of performance? MongoDB is more user-friendly, but PostgreSQL is more reliable.

Data Warehouse

ProjectPro

JUNE 6, 2025

It utilizes database engines like PostgreSQL or MySQL, managed via SqlAlchemy configurations, facilitating efficient metadata handling crucial for workflow management and monitoring. You must learn to set up popular database backends like SQLite, PostgreSQL, MySQL, and MsSQL. How to Learn about Metadata Database?

PostgreSQL

ProjectPro

JUNE 6, 2025

Suppose a cloud professional takes a course focusing on using AWS Glue and Apache Spark for ETL (Extract, Transform, Load) processes. Suppose a cloud solutions architect takes a course with hands-on experience with Azure Data Factory and AWS Lambda functions.

Data Engineering

ProjectPro

JUNE 6, 2025

They help connect to external systems like HDFS, S3, PostgreSQL , etc., By default, it is an SQLite database, but you can choose from PostgreSQL, MySQL, and MS SQL databases. They only wait for something to happen (a file to enter or time-based) and then pass the execution to the downstream task.

Data Pipeline

ProjectPro

JUNE 6, 2025

The data integration aspect of the project is highlighted in the utilization of relational databases, specifically PostgreSQL and MySQL , hosted on AWS RDS (Relational Database Service). You will orchestrate the data integration process by leveraging a combination of AWS CDK, Python, and various AWS serverless technologies.

Data Integration

ProjectPro

JUNE 6, 2025

With over more than one million active customers, AWS RDS is one of the most popular service in the AWS Portfolio used by thousands of organizations to power their relational databses. A key feature of AWS RDS that make it so popular is the ability to choose from a variety of AWS RDS Instances based on specifications and pricing.

PostgreSQL

ProjectPro

JUNE 6, 2025

Let’s say you want to pull data from an API, clean it, and load it into an SQL database or data warehouse like PostgreSQL, BigQuery , or even a local CSV file. Load Spotify Data into PostgreSQL Use psycopg2 or SQLAlchemy to load the same dataset into a relational database. Document Everything w.r.t

Python

ProjectPro

JUNE 6, 2025

Data Migration Tools AWS Data Pipeline IBM Informix Fivetran Data Migration Services Azure Data Migration Service AWS Data Migration Service Best Practices for Data Migration Data Migration Challenges Build a Migration Plan and Adhere to it. These backups take place in the secondary server without affecting the primary servers.

PostgreSQL

ProjectPro

JUNE 6, 2025

by ingesting raw data into a cloud storage solution like AWS S3. Store raw data in AWS S3, preprocess it using AWS Lambda, and query structured data in Amazon Athena. Ingest data into AWS S3, preprocess it with PySpark, and analyze it in Amazon Redshift. Build your Data Engineer Portfolio with ProjectPro!

Data Engineering

Monte Carlo

JULY 1, 2025

Of course, traditional databases like PostgreSQL or MySQL still have their place. But if your team needs data right now , look into streaming platforms like Apache Kafka , Confluent Cloud , or AWS Kinesis. With a Delta Lake , for example, you can run SQL queries and machine learning models from the same place.

Data Engineering

ProjectPro

JUNE 6, 2025

Cloud platforms like Google Cloud Platform (GCP), Amazon Web Services (AWS), Microsoft Azure , Cloudera, etc., There are several big data cloud certifications, and you can plan to acquire various certification levels from any of the top cloud service providers, like AWS, Azure, or GCP, based on your area of interest and expertise to work.

Big Data

ProjectPro

JUNE 6, 2025

Deploy The API: Finally, deploy the API using a platform such as Heroku or AWS to make it accessible to users. Containerize the application using Docker and deploy it to a cloud platform such as AWS. Finally, containerize your application using Docker and deploy it to a cloud provider like AWS or Heroku.

Project

ProjectPro

JUNE 6, 2025

E.g. PostgreSQL, MySQL, Oracle, Microsoft SQL Server. Hadoop can handle any sort of dataset effectively, including unstructured (MySQL Data), semi-structured (XML, JSON), and structured (MySQL Data) (Images and Videos). What logging capabilities does AWS Security offer? Hadoop is highly scalable.

Data Engineering

Edureka

JANUARY 21, 2025

Define and Access the Database in Flask Flask supports databases like SQLite, MySQL, and PostgreSQL. Ensure Flask runs behind a reverse proxy like Nginx.

Python

ProjectPro

JUNE 6, 2025

Spark Projects for Practice Build a Data Pipeline in AWS using Spark Airline Dataset Analysis using Spark Build a Real-Time Dashboard using Spark 6. Additionally, you can allow the tool to access and analyze data from Google technologies, including Campaign Manager 360, Google Analytics, MySQL , and Google Sheets.

Data Analysis Tools

ProjectPro

JUNE 6, 2025

Seamless Data Integration – Connect with databases ( MySQL, PostgreSQL ), APIs, CSV, Excel, and JSON for real-time data access. Web Deployment & Accessibility – Deploy dashboards as web apps using Dash or Streamlit, host them on AWS , Heroku, or Google Cloud., and access them from any device.

Python

ProjectPro

JUNE 6, 2025

The project starts by utilizing PostgreSQL and MySQL in AWS RDS for data storage. We set up an AWS SageMaker Notebook for seamless data retrieval and perform exploratory data analysis (EDA) to uncover patterns and trends.

Machine Learning

ProjectPro

JUNE 6, 2025

Database Management Systems: Experience in using MySQL, PostgreSQL, and Microsoft SQL server. Alternatively, you can include the specific SQL technologies and databases you’re familiar with. For example: SQL: Proficiency in writing SQL queries, including JOINs, subqueries, and stored procedures.

SQL

ProjectPro

JUNE 6, 2025

Preparing for your next AWS cloud computing interview? Here’s the perfect resource for you- a list of top AWS Solutions Architect interview questions and answers! As the numerous advantages of cloud computing are gaining popularity, more and more businesses and individuals worldwide are starting to use the AWS platform.

AWS

ProjectPro

JUNE 6, 2025

Deployment & Real-Time Monitoring: Deploy the solution on cloud platforms like AWS Lambda, Azure Functions, or Google Cloud Run for scalable processing. Data Collection & Preprocessing Gather historical sales data, product demand reports, and macroeconomic indicators.

Data Science

DoorDash Engineering

MARCH 7, 2023

As backend developers, we needed to stay unblocked while the infrastructure — in this case AWS resources — was being created. We knew we’d be deploying a Docker container to Fargate as well as using an Amazon Aurora PostgreSQL database and Terraform to model our infrastructure as code. Additionally, some require a paid subscription.

AWS

Workfall

MARCH 28, 2023

This blog will demonstrate to you how Hasura and PostgreSQL can help you accelerate app development and easily launch backends. In this blog, we will cover: GraphQL Hasura PostgreSQL Hands-on Conclusion GraphQL GraphQL is an API query language and runtime for answering queries with existing data.

PostgreSQL

Knowledge Hut

NOVEMBER 16, 2023

There is a clear shortage of professionals certified with Amazon Web Services (AWS). As far as AWS certifications are concerned, there is always a certain debate surrounding them. AWS certification helps you reach new heights in your career with improved pay and job opportunities. What is AWS?

AWS

ProjectPro

FEBRUARY 8, 2023

AWS Glue is here to put an end to all your worries! Read this blog to understand everything about AWS Glue that makes it one of the most popular data integration solutions in the industry. Well, AWS Glue is the answer to your problems! In 2023, more than 5140 businesses worldwide have started using AWS Glue as a big data tool.

AWS

Snowflake

JUNE 13, 2024

Snowflake is launching native integrations with some of the most popular databases, including PostgreSQL and MySQL. Snowpipe and Snowpipe Streaming also serve as foundations for Snowflake’s native connectors and partner integrations, such as AWS Data Firehose , Striim and Streamkap.

Data Ingestion

Netflix Tech

DECEMBER 17, 2019

CDC is becoming increasingly popular for use cases that require keeping multiple heterogeneous datastores in sync (like MySQL and ElasticSearch) and addresses challenges that exist with traditional techniques like dual-writes and distributed transactions [3][4]. For example in PostgreSQL RDS, changes can only be captured from the master.

MySQL

Netflix Tech

DECEMBER 17, 2019

CDC is becoming increasingly popular for use cases that require keeping multiple heterogeneous datastores in sync (like MySQL and ElasticSearch) and addresses challenges that exist with traditional techniques like dual-writes and distributed transactions [3][4]. For example in PostgreSQL RDS, changes can only be captured from the master.

MySQL

Rockset

APRIL 15, 2021

Rockset replicates the data in real-time from your primary database, including both the initial full-copy data replication into Rockset and staying in sync by continuously reading your MySQL or PostgreSQL change streams.

PostgreSQL

Data Engineering Podcast

JUNE 22, 2021

Links OtterTune CMU (Carnegie Mellon University) Brown University Michael Stonebraker H-Store Learned Indexes NoisePage Oracle DB PostgreSQL Podcast Episode MySQL RDS Gaussian Process Model Reinforcement Learning AWS Aurora MVCC (Multi-Version Concurrency Control) Puppet VectorWise GreenPlum Snowflake Podcast Episode PGTune MySQL Tuner SIGMOD The intro (..)

Database

Knowledge Hut

NOVEMBER 17, 2023

Amazon Web Services (AWS) delivers on-demand computing resources and facilities in the cloud. AWS offers a pay-as-you-go pricing package which is calculated hourly. These are some of the top products offered by AWS. AWS Lambda With AWS Lambda, you can run codes without having to manage different servers.

AWS

Data Engineering Podcast

AUGUST 6, 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. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Machine Learning

Edureka

SEPTEMBER 3, 2024

Indeed, one of the solutions that has evolved into a best practice for organizations actively seeking a way to update the organization’s data architecture is the AWS Database Migration Service, or AWS DMS abbreviation. If you are looking to deepen your knowledge, consider enrolling in our comprehensive AWS Course.

AWS

Rockset

JUNE 1, 2021

MySQL and PostgreSQL are widely used as transactional databases. Some challenges when doing analytics on MySQL and Postgres include: running a large number of concurrent queries/users working with large data sizes needing to define and manage tons of indexes. we did an integration with RDS MySQL on Rockset.

MySQL

Edureka

OCTOBER 15, 2024

AWS has come up with a cloud-native database service known as Amazon Aurora. It is easy to use for MySQL and PostgreSQL. For those new to AWS, exploring AWS Training may help. For those new to AWS, exploring AWS Training may help. It can deepen your understanding of AWS services.

MySQL

Data Engineering Podcast

AUGUST 19, 2018

After that, keep an eye on the AWS marketplace for a pre-packaged version of Quilt for Teams to deploy into your own environment and stop fighting with your data. After that, keep an eye on the AWS marketplace for a pre-packaged version of Quilt for Teams to deploy into your own environment and stop fighting with your data.

Database