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Course content
180h
Month 1: Introduction to Data Science
Overview of data science and its applications
Overview of data science and its applications
Understanding the data science workflow
Understanding the data science workflow
Introduction to programming in Python
Introduction to programming in Python
Data manipulation with Pandas
Data manipulation with Pandas
Month 2: Statistical Analysis and Machine Learning
Month 3: Data Visualization and Communication
About Course
Data Science is growing rapidly, creating opportunities for careers across a variety of fields. This specialization is designed for learners embarking on careers in Data Science. Learners are provided with a concise overview of the foundational mathematics that are critical in Data Science. Topics include algebra, calculus, linear algebra, and some pertinent numerical analysis. Expressway to Data Science is also an excellent primer for students preparing to complete CU Boulder’s Master of Science in Data Science program.
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