DATA SCIENTIST ROADMAP

This page summarizes the projects mentioned and recommended in the original post on /r/datascience
Machine Learning predictive-modeling islr statistical-learning islr-python

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.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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  • pydata-book

    Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

    • 2) Learning through McKinney's Python for Data Science book (the author of Pandas): Book: https://wesmckinney.com/book/ Jupyter Notebooks: https://github.com/wesm/pydata-book

  • ISLR-python

    An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

    • 3) Then, work through the ISLR book: Book: https://www.statlearning.com/ Video: https://www.youtube.com/playlist?list=PLoROMvodv4rOzrYsAxzQyHb8n_RWNuS1e Jupyter Notebooks (Python version): https://github.com/JWarmenhoven/ISLR-python

  • 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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  • data-science-road-map

    A roadmap for those looking to start or expand a career in the data community

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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