This certificate introduces learners to the foundations of data science and statistical reasoning applied to business challenges. Using Python in Jupyter Notebooks, students engage with case studies from retail, finance, healthcare, and more to understand how data can shape strategy. Modules combine interactive coding, real-world data analysis, and quizzes to reinforce key concepts. Hands-on labs allow learners to apply Python-based tools to business problems, from testing customer satisfaction to comparing product performance.
Students will apply regression methods to identify relationships between variables, forecast performance, and uncover causal patterns.
Students will be prepared to evaluate claims, assess risks, and support data-driven strategies with confidence. Learners will gain the analytical toolkit to summarize, visualize, and simulate data for smarter decisions as well as be able to construct predictive models that improve strategy and decision-making in a variety of contexts.
