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Dynasty

Margaret Gathoni

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K-mean clustering case study
Market Target Analysis
By identifying customers likely to subscribe to a term deposit beforehand to target through telemarketing campaigns specifically, The Geek Squad completed a capstone class project on telemarketing campaigns for a financial institution.
Anomaly Detection
Associative Analysis
PCA application
DBSCAN Clustering
KNN tutorial
Regression in R
Cryptography Project
A Kenyan entrepreneur has created an online cryptography course and would want to advertise it on her blog. She currently targets audiences originating from various countries. In the past, she ran ads to advertise a related course on the same blog and collected data in the process. She would now like to employ your services as a Data Science Consultant to help her identify which individuals are most likely to click on her ads.
Multivariate EDA
Univariate Eda
Duplicates
Identifying and dealing with duplicates
Outliers
Screening for outliers
Nulls and missing values
Matrices
List and Vectors
R Basics - List and Vectors
Basic Operators in R
Operators and Data Types