👨‍🎓️📊 Data Scientist— 12 Steps From Beginner to Pro

• machine-learning-cheat-sheet

  3 6,370 0.0 TeX

  Classical equations and diagrams in machine learning

Cheat Sheet on Key Concepts and Machine Learning Algorithms

• awesome-ai-usecases

  1 619 0.0

  Discontinued A list of awesome and proven Artificial Intelligence use cases and applications

Use new knowledge in the field of Data Science to benefit yourself and others. Create something that will make others say “wow”! Lots of project ideas are listed in **awesome-ai-usecases, **51 toy data proble, **practical-pandas-projects**.

• 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.

  

• Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

  30 26,382 0.0 Jupyter Notebook

  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Probabilistic Programming and Bayesian Methods for Hackers

• awesome-public-datasets

  1 43,327 5.8

  Discontinued A topic-centric list of HQ open datasets. [Moved to: https://github.com/awesomedata/awesome-public-datasets] (by caesar0301)

  

Aggregate list of open source datasets awesome-public-datasets

• papers-I-read

  1 942 0.0 HTML

  A-Paper-A-Week

It is simply impossible to keep track of all publications. The Reddit branches listed above will help to isolate the most important texts (since the author became the head of the AI ​​department at Tesla, the site began to break more often, but it’s still the best tool). There is also such a list of articles with comments and recordings of webinars from the YouTube channel Kaggle with parsing of scientific articles related to data science algorithms.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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