GNG 5125 Data Science Applications
3 units
General Engineering
Faculty of Engineering
Analysis and design of various data cleaning, wrangling, blending, and visualization, statistical inference, classification, clustering, regression, and content analysis methods. Use of machine learning algorithms to extract meaningful information from data to make decisions. Formulating analytics problems for business and developing, evaluating, and maintaining machine learning models. Analyzing, generating, and communicating insights on the models. Hands-on experience with an integrated set of current data analytics, data mining, and machine learning tools.
Components:
Lecture
Requirements:
Previously Offered Terms:
Winter
Summer
Organized
211 responses
4.38
/ 5
Clear Expectations
202 responses
4.37
/ 5
Learned a Lot
212 responses
4.40
/ 5
Recommend
9 responses
4.00
/ 5
Workload
10 responses
2.20
/ 5
Fair Assessments
212 responses