Issued to
Sahas Induwara
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Credential Verification
Issue date: September 11, 2026
ID: 046bcfe0-2c2f-4a17-9c2d-6bf35454c567
Issued by
Zuu Crew AI
Type
Course
Level
Foundational
Format
Online
Duration
10 weeks
Price
Paid
Description
Skills
Machine Learning
Python (Programming Language)
scikit-learn
Exploratory Data Analysis
Model Evaluation
Regression Analysis
Statistical Classification
Cluster Analysis
Dimensionality Reduction
NumPy
pandas
Earning Criteria
Participation
Complete all 10 weekly modules
Assignment
Complete the three mini projects (supervised learning implemented from scratch, Titanic classification, and unsupervised learning)
Assignment
Complete the capstone covering project scoping, exploratory data analysis, modeling with at least two compared approaches, evaluation and tuning.
Assignment
Demonstrate the ability to frame real problems as ML tasks, implement algorithms using Python, NumPy and scikit-learn, and evaluate generalization using cross-validation and appropriate classification metrics.