Code First NLP

Welcome to Code First NLP

Getting Started

Introduction
Lay of Land - Spook Author Identification

FastAI

Lecture 1: Introduction to FastAI
Lecture2: Evidence and p-value

Statistics

Ipympl
Understanding Effect Size from Differences in Mean
Sampling
Hypothesis Testing

Bayes

Cookie Problem
Dice & German Tank Problem
EuroCoinProblem
Multi Arm Bandit Problem

Unsupervised Learning

Introduction to Unsupervised Learning
Facies Labelling
Introduction to Basic Customer Segmentation in Python
Cohort Analysis using Online Retail Dataset from UCI

References

Hacks
Changelog
nlphero

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By Rahul Saraf
© Copyright 2020.