Machine Learning with Python
Identify risk of default with predictive analytics
In this project, youll help a startup IT consulting company evaluate an investment offer. Youll create financial projections that account for the differences between a startup and an established company, and evaluate the returns from the proposed investment to determine its financial viability.
60 MINS
6 STEPS
CPE/CPD & NASBA ACREDITED
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Project Steps
6 STEPS
step 1
Securibank’s exposure to default
step 2
Reading and understanding Securibank’s data
step 3
Visualizing Securibank’s data
step 4
Identifying defaulters with Decision Trees
step 5
Identifying defaulters with Gaussian Naive Bayes
step 6
Identifying defaulters with Support Vector Machines
step 7
step 8
step 9
Certifications
Earn a certificate with every exam you complete. All successful course completions are recognized by CPD, CPE, and NASBA. As your team gains confidence, skill, and speed, your firm becomes more competitive.
Earn CPE / CPD Credits
Kubicle Projects
Simulating Real World Scenarios
Project Scenario
Every Kubicle project begins with a real-world scenario—whether solving a finance problem, improving operations, or analyzing data. Each one builds on skills from previous courses, turning learning into practice.
Applied Learning
Work through structured steps using real tools and data to deepen your practical know-how.
The Solution
Review your work, reflect on your progress, and walk away with a certificate that proves it.
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