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October 19, 2021
9:00 am - 5:00 pm
Duration: Full Day Course
Central Time CT
Prerequisite: None
Deanne Larson, Ph.D.
DM, CBIP
President
Larson & Associates
Data manipulation and cleaning in machine learning is estimated to take more than 50% of the time allotted for a machine learning project. Python is a powerful tool that enables robust manipulation, and cleansing is also leveraged highly in Python. This course will cover topics important in handling structured and unstructured data, as well as scraping data in Python, including using key packages such as Pandas, NumPy, and Matplotlib. Participants will complete exercises to solidify understanding and build skills with the intent of finishing the course with a toolkit that can be leveraged in building Python manipulation and cleaning skills.
Students will do labs on their own computers.
Instructions will be emailed to registrants prior to the event to prepare your computer BEFORE the seminar.
There is no time allotted in class for computer preparation.