Data Scientist Nanodegree

Felipe Mahlmeister

This repository contains projects for Udacity's Data Scientist Nanodegree.

Part 1: Solving Data Science Problems

Learn the data science process, including how to build effective data visualizations, and how to communicate with various stakeholders.

• Project: Write a Data Science blog post

Part 2: Software Engineering for Data Scientists

Develop software engineering skills that are essential for data scientists, such as creating unit tests and building classes.

Part 3: Data Engineering for Data Scientists

Learn to work with data through the entire data science process, from running pipelines, transforming data, building models, and deploying solutions to the cloud.

• Project: Build pipelines to classify messages with Figure Eight

Part 4: Experiment Design and Recommendations

Learn to design experiments and analyze A/B test results. Explore approaches for building recommendation systems.

• Project: Design a recommendation engine with IBM

Part 5: Data Science Projects

Leverage what you’ve learned throughout the program to build your own open-ended Data Science project. This project will serve as a demonstration of your valuable abilities as a Data Scientist.

• Project: Data Science capstone project