seifip / udacity-data-analyst-nanodegree

Project work for the Udacity Data Analyst Nanodegree

Data Analyst Nanodegree Portfolio

This repository contains my work for Udacity's Data Analyst Nanodegree program, July 2015 cohort.

Projects:

• Project 1: Test a Perceptual Phenomenon
• Project 2: Analyzing the NYC Subway Dataset
• Project 3: Data Wrangle OpenStreetMaps Data
• Project 4: Explore and Summarize Data
• Project 5: Identifying Fraud from Enron Email
• Project 6: Tell Stories with Data Visualization
• Project 7: Design and Analyze an A/B Test

Courses taken:

• Descriptive Statistics
• Inferential Statistics
• Intro to Python
• Intro to Data Science
• Data Wrangling with MongoDB
• Data Analysis with R
• Intro to Machine Learning
• Data Visualization and D3.js
• A/B Testing

Skills acquired:

• Python (inc. numpy, pandas, scikit-learn, ggplot...)
• MongoDB
• MapReduce
• R (inc. dplyr, ggplot...)
• D3.js & dimple.js