Data Science Engineering
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The Jupyter Notebook
The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.
Apache Kafka using Python Programming
Event streaming is a new paradigm where data is seen as a continuous stream of events. Originally developed at LinkedIn by the founders of Confluent, organizations around the world rely on Apache Kafka to integrate existing systems in real time and build a new class of event streaming applications that unlock new business opportunities.
Confluent Platform is an enterprise-ready platform that complements Kafka with advanced capabilities designed to help accelerate application development and connectivity, enable event transformations through stream processing, simplify enterprise operations at scale and meet stringent architectural requirements.
Enterprise event streaming platform built by the original creators of Apache Kafka®
Jupyter Notebook is an open-source web application for dataProject Jupyter is a non-profit, open-source project, born out of the IPython Project in 2014 as it evolved to support interactive data science and scientific computing across all programming languages. Jupyter will always be 100% open-source software, free for all to use and released under the liberal terms of the modified BSD license. science.