darklimericks/README_WGU.org

Capstone Documentation

• C
  • one descriptive method and one non-descriptive (predictive or prescriptive) method
    • Descriptive Method
  • collected or available datasets
  • decision-support functionality
  • ability to support featurizing, parsing, cleaning, and wrangling datasets
  • methods and algorithms supporting data exploration and preparation
  • data visualization functionalities for data exploration and inspection
  • implementation of interactive queries
  • implementation of machine-learning methods and algorithms
  • functionalities to evaluate the accuracy of the data product
  • industry-appropriate security features
  • tools to monitor and maintain the product
  • a user-friendly, functional dashboard that includes at least three visualization types
• Documentation
  • Business Vision
  • Data Sets
  • Data Analysis
  • Assessment
  • Visualizations
  • Accuracy
  • Testing
  • Source
  • Quick Start
• Notes

C

Design and develop a fully functional data product that addresses your identified business problem or organizational need. Include each of the following attributes as they are the minimum required elements for the product:

one descriptive method and one non-descriptive (predictive or prescriptive) method

Descriptive Method

• 10 most common sentence structures
• Average lyric length
• 5-number analysis of lyric length

collected or available datasets

decision-support functionality

ability to support featurizing, parsing, cleaning, and wrangling datasets

methods and algorithms supporting data exploration and preparation

data visualization functionalities for data exploration and inspection

implementation of interactive queries

implementation of machine-learning methods and algorithms

functionalities to evaluate the accuracy of the data product

industry-appropriate security features

tools to monitor and maintain the product

a user-friendly, functional dashboard that includes at least three visualization types

Documentation

1. Create each of the following forms of documentation for the product you have developed:

Business Vision

Provide rhyming lyric suggestions optionally constrained by syllable count.

Data Sets

See resources/darklyrics-markov.tpt

Data Analysis

See src/com/owoga/darklyrics/core.clj

See https://github.com/eihli/prhyme

Assessment

See visualization of rhyme suggestion in action.

See perplexity?

Visualizations

See visualization of smoothing technique.

See wordcloud

Accuracy

• assessment of the product’s accuracy

Testing

• the results from the data product testing, revisions, and optimization based on the provided plans, including screenshots

Source

• source code and executable file(s)

Quick Start

• a quick start guide summarizing the steps necessary to install and use the product

Notes

http-kit doesn't support https so no need to bother with keystore stuff like you would with jetty. Just proxy from haproxy.