Smart Data Collective

AUGUST 17, 2022

You can safely use an Apache Kafka cluster for seamless data movement from the on-premise hardware solution to the data lake using various cloud services like Amazon’s S3 and others. 5 Key Comparisons in Different Apache Kafka Architectures. 5 Key Comparisons in Different Apache Kafka Architectures.

Apache Kafka 130

Apache Kafka ETL Data Lakes AWS 130

AWS Machine Learning Blog

OCTOBER 9, 2024

To learn more, see the documentation. To learn more, see the documentation. To learn more, see the documentation. To use this feature, you can write rules or analyzers and then turn on anomaly detection in AWS Glue ETL. To learn more, see the blog post , watch the introductory video , or see the documentation.

AWS 96

AWS ML ML Data Quality 96

DagsHub

OCTOBER 23, 2024

For instance, if the collected data was a text document in the form of a PDF, the data preprocessing—or preparation stage —can extract tables from this document. The pipeline in this stage can convert the document into CSV files, and you can then analyze it using a tool like Pandas. Unstructured.io

Machine Learning 52

Machine Learning Machine Learning Data Lakes AI 52

DagsHub

APRIL 7, 2024

This also means that it comes with a large community and comprehensive documentation. Flexibility: Its use cases are wider than just machine learning; for example, we can use it to set up ETL pipelines. Also, while it is not a streaming solution, we can still use it for such a purpose if combined with systems such as Apache Kafka.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

Pickl AI

MARCH 19, 2025

Python, SQL, and Apache Spark are essential for data engineering workflows. Real-time data processing with Apache Kafka enables faster decision-making. MongoDB MongoDB is a NoSQL database that stores data in flexible, JSON-like documents. Cloud-based tools like Snowflake and BigQuery enhance scalability and performance.

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52