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Python 🐍 Work With Data

Python 🐍 Work With Data

@python_powerbi

A collection of books and articles on Python and various data manipulation tools. Overview of architecture of business intelligence systems, design and development of BI Reports, data processing in Python Pandas.
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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
github stars: 9k
https://github.com/EthicalML/awesome-production-machine-learning

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin
github stars: 4k
https://github.com/pditommaso/awesome-pipeline

A curated list of data engineering tools for software developers
github stars: 3.6k
https://github.com/igorbarinov/awesome-data-engineering

A curated list of awesome ETL frameworks, libraries, and software
github stars: 2.3k
https://github.com/pawl/awesome-etl
Post #446 652
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Post #436 652
Real-Time Analytics and Monitoring Dashboards with Apache Kafka and Rockset

In the early days, many companies simply used Apache Kafka® for data ingestion into Hadoop or another data lake. However, Apache Kafka is more than just messaging. The significant difference today is that companies use Apache Kafka as an event streaming platform for building mission-critical infrastructures and core operations platforms. Examples include microservice architectures, mainframe integration, instant payment, fraud detection, sensor analytics, real-time monitoring, and many more—driven by business value.

https://www.confluent.io/blog/analytics-with-apache-kafka-and-rockset/
Confluent Real-Time Analytics and Monitoring Dashboards with Kafka and Rockset Use SQL to connect Rockset and Apache Kafka for ingesting data streams, joining datasets, and creating a real-time dashboard for streaming analytics.
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