Loan Default Prediction with Machine Learning
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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
Highlights
Pedagogy
Top 5 Percentile
Course Credibility
Top 20 Percentile
Parameters
Course Credibility
Delivered through Corporate Finance Institute (CFI) a renowned institution in the field, this course offers a comprehensive learning experience.
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Pedagogy
Designed for newcomers to Machine Learning, this course provides a tailored and comprehensive overview, facilitating effective learning and understanding of the subject. It caters to beginners' needs, ensuring a smooth and engaging introduction to the Machine Learning field. An exceptional course in Machine Learning, this stands out for its Self Paced learning approach. Learners have the flexibility to progress at their own speed, tailoring the experience to their individual needs.
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Course Overview
Personlized Teaching
Case Based Learning
Post Course Interactions
Case Studies,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
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