Course Features
Duration
8 hours
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Advanced
Teaching Type
Self Paced
Video Content
8 hours
Course Description
Course Overview
Personlized Teaching
Case Based Learning
Post Course Interactions
Instructor-Moderated Discussions
Skills You Will Gain
What You Will Learn
Explain and discuss the main steps of the Machine Learning cycle
Load and clean data into a python notebook
Use Exploratory Data Analysis to identify variables with likely predictive power
Use Feature Engineering to transform data into a more useful format
Build a logistic regression and random forest prediction model
Evaluate and compare model performance using common evaluation metrics
Target Students
Business Intelligence Analyst
Data Scientist
Data Visualization Specialist
Course FAQs
$41
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