MLOps in practice: building and deploying a machine learning app

• snapmath

  1 0 7.8 Jupyter Notebook

  Simple calculator using ML and image processing.

All this process was applied on an open project called snapmath, and the very source code is available on my Github and you can also use it as it is deployed here. And in case you would like to know the whole design and planning process check the project design document.

• examples

  143 7,763 5.3 Jupyter Notebook

  TensorFlow examples (by tensorflow)

  

The tool used to build the model per se was TensorFlow, a very powerful and end-to-end open source platform for machine learning with a rich ecosystem of tools. And in order to to create the needed script using TensorFlow Jupyter Notebook was used, which is a web-based interactive computing platform.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

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