Remove Data Cleanse Remove Data Process Remove Manufacturing Remove Unstructured Data
article thumbnail

Top 12 Data Engineering Project Ideas [With Source Code]

Knowledge Hut

If you want to break into the field of data engineering but don't yet have any expertise in the field, compiling a portfolio of data engineering projects may help. Data pipeline best practices should be shown in these initiatives. If data scientists and analysts are pilots, data engineers are aircraft manufacturers.

article thumbnail

Data Lake Explained: A Comprehensive Guide to Its Architecture and Use Cases

AltexSoft

While these may have hierarchical or tagged structures, they require further processing to become fully structured. Unstructured data sources. This category includes a diverse range of data types that do not have a predefined structure. Apache Kafka and AWS Kinesis are popular tools for handling real-time data ingestion.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Real-World Use Cases of Big Data That Drive Business Success

Knowledge Hut

Targeted Marketing & Campaigns: Big data gives telecom companies the ability to divide up their client base, analyze the use patterns and demographic information, and create personalized marketing campaigns and offers that will boost customer acquisition and retention.

article thumbnail

50 Artificial Intelligence Interview Questions and Answers [2023]

ProjectPro

Six Sigma, factory-like approach to manufacturing and managing algorithm Considering algorithms as part of the entire flow instead of the whole process means that we can focus more on manufacturing algorithms and reducing errors. Data Volumes and Veracity Data volume and quality decide how fast the AI System is ready to scale.