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Introduction to Machine Learning

Supervised learning intuition, model evaluation, and ethical considerations—using Python notebooks with small, interpretable datasets.

Google Data Analytics Professional Certificate

Prepare for an entry-level data analytics role. Learn spreadsheets, SQL, R, and visualization while working through real-world scenarios used by analysts at Google.

Python for Data Science Bootcamp

From Python syntax to pandas, visualization, and a capstone project: learn how analysts and scientists explore datasets and ship notebooks teammates can trust.