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Required for Level 1 Analytics

This Level 1 certification is required for Data Scientists grade levels E25, E26, E27. However, this program is open to Lam Engineers in other disciplines. For any support related to this program, send email to Leap@lamresearch.com

University of Michigan
Introduction to Data Science in Python
Course
University of Michigan
Applied Plotting, Charting & Data Representation in Python
Course
University of Michigan
Applied Machine Learning in Python
Course
University of California, Davis
SQL for Data Science
Course

Recommended Level 1

Not required but supplementary materials to support required topics.

University of California San Diego
Introduction to Big Data
Course
Imperial College London
Mathematics for Machine Learning: Linear Algebra
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Rice University
Introduction to Data Analysis Using Excel
Course
Multiple educators
Machine Learning
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