Remove Electronics Remove Portfolio Remove Systems
article thumbnail

15 Data Warehouse Project Ideas for Practice with Source Code

ProjectPro

The data warehouse is the basis of the business intelligence (BI) system, which can analyze and report on data. Use Python's faker library to generate user records and save them in CSV format with the user's name and the current system time for this project. Fake data is made with the faker library and saved as CSV files.

article thumbnail

A Beginners Guide to Spark Streaming Architecture with Example

ProjectPro

For example, Amazon Redshift can load static data to Spark and process it before sending it to downstream systems. In other words, developers and system administrators can focus their efforts on developing more innovative applications instead of learning, implementing, and maintaining different frameworks.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Practical Guide to Implementing Apache NiFi in Big Data Projects

ProjectPro

This powerful platform addresses the challenges of data ingestion, distribution, and transformation across diverse systems. NiFi supports connectivity with many systems, including databases, cloud services, and IoT devices, while emphasizing data lineage, security, and extensibility. What is Apache NiFi Used For?

article thumbnail

Cloudera vs. Hortonworks vs. MapR - Hadoop Distribution Comparison

ProjectPro

Enterprise Reliability and Integration ​ Commercial vendor MapR offers a robust distribution package that includes various features like –real-time data streaming, built-in connectors to existing systems, data protection, enterprise quality engineering. MapR hadoop distribution does not rely on the Linux File system.

Hadoop 40
article thumbnail

9 Data Integration Projects For You To Practice in 2025

ProjectPro

They involve combining data from various systems and transforming it into an ideal format for analysis and decision-making. For example, in healthcare, a data integration system merges patient records from different clinics and hospitals, resulting in a unified view of data. data warehouses).

article thumbnail

RAG or Fine-Tuning:Which is Right for Your AI Project?

ProjectPro

Here’s how a RAG flow works - Imagine you have a RAG-based system designed to answer customer support questions about products on an e-commerce website: Scenario: A customer asks, "Can I return a laptop purchased online if it has a cracked screen?" Scenario - What are the return policies for electronic products?

Project 40
article thumbnail

Understanding RDS Instance Types and Their Use Cases

ProjectPro

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. The following scenarios are ideal for the high compute and high-memory performance of Z1d instances: Electronic Design Automation (EDA).