Complete Roadmap to master Machine Learning

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • CPython

    The Python programming language

  • The first step to start learning machine learning is to pick up a programming language. There are different programming languages in the market, but the most suitable for machine learning are Python and R Learn both

  • Django

    The Web framework for perfectionists with deadlines.

  • To host your machine learning models with a powerful backend, you will need to learn frameworks like Django and Flask

  • InfluxDB

    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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  • kubernetes

    Production-Grade Container Scheduling and Management

  • Docker and Kubernetes can be of great help if you want to ship and deploy your models quickly!

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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