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This specialization covers the concepts and tools you'll need along the entire data science pipeline, from asking the right kinds of questions to making inferences and publishing results. In the final Capstone Project, you will apply the skills learned by building a data product using real-world data. Upon completion, students will have a portfolio that demonstrates their mastery of the material.
The Data Scientist's Toolbox
R programming
Get and clean data
exploratory data analysis
Reproducible Research
Statistical inference
regression models
Practical machine learning
Developing data products
Data Science Capstone
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Coursera offers courses from over 200 leading universities and companies to deliver online learning around the world. With a Coursera Plus subscription, you get unlimited access to over 90% of all courses, and the most popular professional certificates and specializations on Coursera.
Data science, business and personal development. You can enroll in multiple courses at once, earn unlimited certificates, and learn in-demand job skills to start, grow, and even change careers.
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Associate Professor, Biostatistics
Bloomberg School of Public Health
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