A Crash Course in Data Science-Introduction
About Your Instructors
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Specialization Textbook
Grading
Pre-Course Survey
A Crash Course in Data Science-What is Data Science?
What is Data Science?
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A Crash Course in Data Science-What is statistics good for?
Statistics by example activities
Statistics by example activities
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A Crash Course in Data Science-What is machine learning?
Machine learning
Machine learning, the basics
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Machine learning further reading
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A Crash Course in Data Science-What is software engineering for data science?
What is Software Engineering for Data Science?
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A Crash Course in Data Science-Structure of a data science project
The Structure of a Data Science Project
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A Crash Course in Data Science-The output of a data science experiment
The outputs of a data science experiment
The outputs of a data science experiment
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A Crash Course in Data Science-Defining success
The four secrets of a successful data science experiment
The four secrets of a successful data science experiment
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A Crash Course in Data Science-Data science toolbox
Data Scientist Toolbox
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A Crash Course in Data Science-Separating Hype from Value
Separating Hype from Value
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A Crash Course in Data Science-Post-Course Survey
Post-Course Survey