
David Elliott
Data Scientist, Data Engineer
This advanced Nanodegree prepares you to tackle data science at scale. Work with AI best practices, build production-ready projects, and gain the confidence to lead data-driven solutions.

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Project submissions reviewed by industry professionals
Frame a business question, follow CRISP-DM end-to-end, and publish your findings as a blog.
Integrate a trained classifier into a web app that flags employee attrition risk.
Combine numeric and NLP text features to predict whether customers recommend a product.
Compare ranking-based, content-based, and collaborative filtering with matrix factorization on IBM Watson articles.
61 skills
8 prerequisites
Prior to enrolling, you should have the following knowledge:
You will also need to be able to communicate fluently and professionally in written and spoken English.
of Udacity graduates reported a positive career outcome
Source: Udacity’s Q2 2026 Learner Outcome Survey
This Nanodegree builds toward roles like
Data Scientist
· U.S. salaries
$115K
Entry-level
0–2 yrs
$230K
Mid-career
3–9 yrs
$540K
Experienced
10+ yrs
Salary estimates based on public market data. Individual results vary.
Companies hiring for these skills
7 instructors
Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:

David Elliott
Data Scientist, Data Engineer

Antje Muntzinger
Professor of Computer Vision

Nathan Klarer
CEO

Joshua Bernhard
Staff Data Scientist at Marketplace

Jo-L Collins
Senior Lead Data Scientist

Victor Geislinger
Machine Learning Engineer

Matt Maybeno
Senior Applied ML Engineer
(7 Testimonials)
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Elevate your data science career with advanced ML, real-world pipelines & AI best practices. Enroll in Udacity's Data Scientist Nanodegree Program to level up now!

Subscription · Monthly