shyambv
Shyam BV
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Linear regression vs Neural network
Linear regression vs Neural network on sample dataset
Bayesian Logistic Regression
Comparision of Bayesian Logistic Regression and OLS
ARIMA Modelling
ARIMA Modelling with prophet package on BTC prices
Methods to find Linear Reg Coefficients
Methods to find Linear Reg Coefficients
Lasso vs Ridge Regression
Lasso vs Ridge Regression
Evaluating Movie Recommendors
643 - Movie Recommendations and evaluating performance
Matrix Factorization
643 - Matrix factorization via SVD
Recommendation System - CF
643 - project 2, recommendation system on Jester data
Project 1 - Book Recommendation
643 - Project 1 - Book Recommendation for CUNY MSDA students
House Price Analysis
605 - Final Exam. Performing various analysis on housing dataset
Taylor Series
605 - Taylor series expansion and charts
Calculus
605 Assignment 12 - Calculus by manual and r functions
Bias Variance - Tradeoff
Bias Variance - Tradeoff using K-fold cv and loocv method
Regression
Week 11 - Regression and hypothesis
Page Rank
Week 10 - Google Page rank
Central limit theorem
605 - Central limit theorem
Summary Statistics
Probability and Summary Statistics by manual calculation
Random Variables and Probability
Random variables, word and ngram probability
Least Squares
605 - Week 5 least squares
SVD and Co-factors
SVD and Co-factors HW4
Rank and Eigen Vector
Week 3 - Rank and Eigen Vector
Factors and Transpose
Assignment 2 - Factors and Transpose
Vector and Matrix
Vector and Matrix for 605 course
Loan Analysis - 606 Final project
Loan Analysis - 606 Final project
Multiple Linear Regression
606 - Lab 8 Multiple Linear Regression
Mysql vs Mongodb vs Neo4j
Mysql vs Mongodb vs Neo4j and the comparison is performed in R via flights dataset.
Linear Regression
Math - 606 lab 7. Linear regression
Project Proposal - Lending loan
CUNY - MSDA 606 Project Proposal - Lending loan
Recommendation system
Week 11 assignment - Recommendation system discussion
Analyze emails via SVM Model
Assignment 10 - Analyze historical spam/ham emails via SVM Model
Math - Inference for Numerical data
Inference for Numerical data - Lab5
Working with API
Working with API - Newyorktimes, propublica, fullcontact
East West Crime Comparison
Comparison of crimes across different major cities.
Categorical Data - Problem 6.11
Categorical Data - Problem 6.11
Extract from HTML, JSON and XML
Extract from HTML, JSON and XML
Confidence Intervals
Confidence Intervals lab4b
Sampling distributions
Sampling distributions_4A
Project 2 - Insights from different datasets using Tidyr and Dplyr
Project 2 - Insights from real-time data using Tidyr and Dplyr
Assignment 5 - Tidy data
Assignment 5 - Tidy data
Week3_Random_Variables
Week3_Random_Variables
Hw3_Random_variables
Hw3_Random_variables
Project 1 - 607 - Chess tournament Analysis
Project 1 - 607 - Chess tournament
607_01_Week3_Assignment_Regular_Expressions
607_01_Week3_Assignment_Regular_Expressions
606-01_Week2_HW_Probability
606-01_Week2_HW_Probability
607-01 - Week 2_Assignment
607-01 - Week 2_Assignment
606-01 - Homework_1_Introduction_to_data
606-01 - Homework_1_Introduction_to_data
606-01-Lab_1_Introduction_to_data
606-01-Lab_1_Introduction_to_data
606 - Lab 0 : Playing with datasets
606 - Lab 0 : Playing with datasets