Organizations today need professionals who can extract and analyze extremely large amounts of data - Big Data - and present useful insights to business leaders. If you're one of them, or would like to be, this certificate program is for you. You'll come away with the kind of deep analytical skills and abilities that organizations and recruiters value. Work with industry experts on advanced statistical modelling, machine learning and natural language processing. You'll cover content essential for the toolbox of a predictive analytics professional, including neural networks and deep learning; programming languages and software used in data extraction and analysis; and data security, compliance and privacy issues. The course content covers the 7 domains of INFORMS' Certified Analytics Professional (CAP) certification. You'll also learn how to represent data visually to help decision-makers understand your findings. Whether you work in operations, business intelligence or marketing communications, are a recent math or science graduate, or want to change or advance your career, this certificate will open up the in-demand field of Big Data. This certificate is offered in collaboration with the Faculty of Engineering and Applied Science.
Data Science
SCS instructor Larry Simon discusses how an increasing number of employers across industries are expecting employees to have an understanding of the fundamentals of data science.
Courses
Required Courses
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3250
Foundations of Data Science
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3583
Foundations of Data Science - ONLINE
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3250A
Using Python I: Organize and Analyze Data
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3250B
Using Python II: Clean, Predict and Inform
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3251
Statistics for Data Science
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3584
Statistics for Data Science - ONLINE
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3252
Big Data Management Systems & Tools
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3585
Big Data Management Systems & Tools - ONLINE
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3253
Machine Learning
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3586
Machine Learning - ONLINE
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