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NoBroker Data Science Internship Test Questions and Answers.
Identifying Frequently Purchased Groceries
Performing market basket analysis and identifying frequently purchased groceries using association rules.
OCR
Optical character recognition using Support vector machine
Strength of concrete
Modeling the strength of concrete with Artificial neural networks.
Quality of Wines
Estimating the quality of wines with regression and model tress.
Predicting Medical Expenses
Predicting the medical expenses for the insurance of an individual based on various parameters using linear regression.
Identifying Poisonous Mushrooms
Identifying whether mushrooms are edible or poisonous using OneR and RIPPER rule learners.
Identifying Risky Bank Loans using C5.0 decision trees
To predict whether a customer can default or not and based on the decision giving loans.
Effect of Vitamin C on Tooth Growth
To investigate the effect of vitamin C on tooth growth in guinea pigs
Exponential Distribution vs Central Limit Theorem
Investigate the exponential distribution in R and compare it with the Central Limit Theorem
Storm Data Analysis
This project is an analysis of the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database.
Diagnosing Breast Cancer
Diagnosing Breast Cancer with the k-NN Classification Algorithmment. This is a short project which uses the k-Nearest Neighbours method for classification.
SMS Spam/Ham Classification
This project classifies the spam/ham SMS using the Naive Bayes Classifier.
Reproducible Research - Course Project 1
This project is a part of the assignment included in week 2 of the 'Reproducible Research' on Coursera.