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Thursday, October 31, 2019
Programming with Python for Data Science
Data Science colleagues, this
program was developed in partnership with Coding Dojo and targets individuals
who have introductory level Python programming experience. The course teaches
students how to start looking at data with the lens of a data scientist by
applying efficient, well-known mining models in order to unearth useful
intelligence, using Python, one of the popular languages for Data Scientists.
Topics include data visualization, feature importance and selection,
dimensionality reduction, clustering, and classification. All of the data sets
used in this course are gathered live-data or inspired by real-world domains
that can benefit from machine learning. The course objectives are: What machine
learning is and the types of problems it is adept to solving, how to represent
raw data in a manner conducive to deriving valuable information, how to use
various data visualization techniques, how to use principal component analysis
and isomap intelligently to simplify your data, how to apply supervised
learning algorithms to your data, and Concepts such as model selection,
pipelining, and cross validation. Training modules include: 1) Data and Features, 2) Exploring Data, 3) Transforming Data, 4) Data
Modeling, 5) Evaluating Data, and 6) Final Exam and Course Wrap-Up. Much
career success, Lawrence Wilson - Artificial Intelligence Academy
Enroll today at: https://tinyurl.com/y3r53dv3
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