Omoju Miller's repositories

Hiphopathy

HipHopathy, An introductory Data Science Unit Using Rap Lyrics. The goal of this unit is to connect cultural relevance to computing by introducing elementary techniques of natural language processing with a corpus of hip-hop data.

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receiptdID

Receipt.ID is a multi-label, multi-class, hierarchical classification system implemented in a two layer feed forward network.

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tutorial-bagging-models

An introduction to bagging models

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Fundamentals

Computer Science, Data Science and ML Fundamentals

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Anfis

An adaptive network-based fuzzy inference system (ANFIS) for Breast Cancer Classification

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SWEXSYS

The Semantic Web Expert System Shell - An intelligent system platform capable of reasoning from multiple ontologies using Resource Description Framework (RDF), Rule Markup Language (RuleML), as well as other knowledge expressed as functional, structural, or causal models.

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IntroCSExperiencePrediction

A supervised learning project using eXtreme Gradient Boosting Trees. This project creates a predictive model for understanding the dynamics of gender in intro CS at Berkeley for years 2014 through 2015.

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investigatingWhyURMsChooseCS

Analyzing socio-curricular factors that affect the decision to choose CS. This work presents a data-driven approach at investigating the socio-curricular factors that lead historically underrepresented students’ retention and attrition in introductory Computer Science

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omiller-cv

XeLatex Curriculum Vitae Template

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BostonHousingPrediction

A prediction model using decision trees

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EPGYSummer2013

This is the repository for the Stanford EPGY Middle School Computer Science Class

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HiphopathyApp

Towards understanding conceptual metaphors in rap lyrics

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identifyFraudFromEnronEmail

A Machine Learning Project aimed at identify systemic fraud from the 2002 Enron collapse.

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smartcab

A reinforcement learning driverless car project

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Talks

Various talks that I have given over time.

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udacityUd120Lessons

Implemented mini-projects from Udacity's intro to AI course

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AnalyzingInterviewText

Analyzing interview text from corpus with focus on key phrase extraction

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Balzac-for-Jekyll

Your favorite AnchorCMS theme, now for Jekyll!

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Computational_Thinking

An algorithm simulating the process of multi-digit addition

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creatingCustomerSegments

An unsupervised machine learning project

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designOfComputerPrograms

Code snippets from Peter Norvig's Udacity's Design of Computer Programs

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fastapi_demo

demo fastapi

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iris-ml-demo

iris prediction

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omoju

Personalizing Profile Page

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omoju-oceo-demo-master

End to End Demo of GitHub features

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omoju.github.io

Source code for http://omojumiller.com// (using Jekyll)

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productsInLyrics

A data science project exploring product placements in rap lyrics

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pybay_2016

Slides, code, and data for PyBay 2016

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studentIntervention

A student intervention supervised learning project

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