A Concrete Introduction to Probability (using Python)
Diego Marinho de Oliveira
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Diego Marinho de Oliveira
Gen-AI Search, RecSys | ex-SEEK, AI Lead, Data Scientist Manager and ML Engineer Specialist
In this notebook, Norvig cover the basics of probability theory, and show how to implement the theory in Python 3. (You should have a little background in probabilityand Python.) In 1814, Pierre-Simon Laplace wrote (originally in French):
Probability ... is thus simply a fraction whose numerator is the number of favorable cases and whose denominator is the number of all the cases possible ... when nothing leads us to expect that any one of these cases should occur more than any other.
Author: Peter Norvig
Access notebook at https://bit.ly/2376JsC
Principal Data Scientist | AI | Data Science | Digital | Automation
8 年good starting kit. Kindly share if you come across any advanced stuff on distributions like Boltzman, BEC, fermi-Dirac, poison, and other non-normal, MCMC etc.
[NOT LOOKING - WORKING REMOTE] Data Engineering Expert | Designed & developed Big Data applications (Databricks, Snowflake, Azure, AWS)
8 年Cool. I was searching for this for a while. Thanks Diego
Computation from first principles
8 年The true logic of this world is the calculus of probabilities - James Clerk Maxwell
Software Developer
8 年Thanks.
Head of Data & MLOps | Data Engineering | Data Platforms | MLOps
8 年Cool!!!