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UEA_ML's Projects

machine-learning-roadmap icon machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

materials-sp20 icon materials-sp20

DO NOT EDIT THE CONTENTS OF THIS REPO DIRECTLY! Publicly available materials that are used in the Data 8 Foundations of Data Science course during the Spring 2020 semester. Generated by data-8/assignments (private).

pie icon pie

Sample code for PIE / ENGR2110

posterify icon posterify

Python script to create simple posters, using simple phrases and background images.

practical-machine-learning-with-python icon practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

public icon public

Public course materials for CS+ORIE+STSCI 1380, Cornell University, Spring 2019

pyfirmata icon pyfirmata

Python interface for the Firmata (http://firmata.org/) protocol. It is compliant with Firmata 2.1. Any help with updating to 2.2 is welcome. The Capability Query is implemented, but the Pin State Query feature not yet.

svm icon svm

Tutorial: Support Vector Machine from scratch using Python3

textbook icon textbook

Principles and Techniques of Data Science, the textbook for Data 100 at UC Berkeley

textbook-1 icon textbook-1

The textbook Computational and Inferential Thinking: The Foundations of Data Science

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

weed icon weed

Analysing Weed Pricing across US - Data Analysis Workshop

zero-to-mastery-ml icon zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

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