Machine Learning Engineer Capstone Proposal and Capstone Project
Machine Learning Engineer Nanodegree

Author: Ashraf Hussain
Date: Jun 22, 2020

Note

The Capstone is a two-staged project. The first is the proposal component, where you can receive valuable feedback about your project idea, design, and proposed solution. This must be completed prior to your implementation and submitting for the capstone project.

You can find the capstone proposal rubric here, and the capstone project rubric here. Please ensure that you are following directions correctly before submitting these two stages which encapsulate your capstone.

Please email [email protected] if you have any questions.

This directory contain all code that was used for the Udacity Machine Learning Engineer Nanodegree Program.

The links to the project proposal and the write-up of the final project are below.

PDF

• The project proposal: Proposal/Proposal.pdf
• The final project report: Report/Report.pdf

Markdown

• The project proposal: Proposal/Proposal.md
• The final project report: Report/Report.md

Notebooks

• First Attempt
• Second Attempt(Final)

data

• numpy ==1.16.4
• pandas ==0.25.1
• xlrd ==1.2.0

plot

• matplotlib ==3.1.2

statistics

• statsmodels ==0.10.1

machine learning

• scikit-learn ==0.22

deep learning

• tensorflow ==1.13.2

econometrics

• pmdarima ==1.5.2
• arch ==4.13

prophet

• #pystan ==2.19.1.1 (not used)
• #fbprophet ==0.5 (not used)

Data Source: COVID-19 Data Research repository from Johns Hopkins University

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