Subhalaxmi
Subhalaxmi Rout
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Assignment 5
Machine Learning Assignment 5 Hands on with Regularization and Tree-based
Assignment 3
Predicting the number of college applications, Predicting Customer Churn using Logistic Regression and Decision Trees
Assignment 2 Hands on with KNN and Naïve Bayes Classifiers
Applying k-Nearest Neighbors to predict income, Applying Naïve Bayes classifier to sentiment classification of COVID tweets
Assign 2 P2
Applying Naïve Bayes classifier to sentiment classification of COVID tweets
Assign 2 P1
Applying k-Nearest Neighbors to predict income
Assignment 2
Applying k-Nearest Neighbors to predict income, Applying Naïve Bayes classifier to sentiment classification of COVID tweets
ML Assignment 1
Exploring Vegas Hotel Dataset, Exploring California Housing Dataset, and Exploring the Heart Disease Dataset
Code Test
Argus media
Modeling Exercise - Oil Prediction
Argus media
Project 2
DATA 624
Home work batch 2
Linear Regression and its cousins, Nonlinear Regression Models, Regression Trees and Rule-Based Models
Project 1 Final
This file contains all 12 forecasts
Project 1
Time Series Analysis
ARIMA
Week 3
Week1
Time Serise Graphic and Decomposition
Week 2
Data Pre-Processing and Exponential Smoothing
Loan approval using Neural Nets
Algo: NN, DT, RF, XGboost
Mental Health Analysis
K-mean clustering, hierarchical, clustering, PCA and SVM
Classification
KNN, Decision Tree, Random Forest, and Gradient Boosting using Penguin Loan datasets.
Super Market Sales Analysis
Project Proposal
LDA, QDA and Naive Bayes analysis
Perform Predictive analysis using Penguin dataset
Binary and Multinomial Logistic Regression
DATA 622 - Assignment 1
Fastest growing companies in the US
Week 1, Data Ink concept
Final Project
DATA 621
Final Exam
Data 605, week 16
Blog 5
Supervised Learning Algorithms
Blog 4
Logistic Regression
Multiple Linear Regression
DATA 621, Blog 3
Blog 2
Data 621, Linear Regression
Blog 1
Residual Analysis, DATA 621
Homework 5
DATA 621
Discussion 16
Data 605
DATA 605 Assign 15
Test
Discussion - 15
Data 605, Week 15
DATA 605 Assignment 14
Calculus - Taylor Series expansions
Discussion 14
DATA 605
DATA 621 - Homework 4
Insurance dataset
DATA 605 - Assignment 13
Calculus
DATA 605 - Discussion 13
Multiple Linear Regression
Home Work 4
DATA 621
DATA 621 - Abstract
Final Project
DATA 605 Assign 12
Multiple Regression
DATA 605 Discussion 12
Linear Regression
DATA 605 assignment 11
Linear Regression
DATA 605 Discussion 11
Linear Regression
DATA 605 Assignment 10
Probabilities and Random walk
DATA 605 Assignment 9
Central Limit Theorem
DATA 605 Assignment 8
Sums of Random Variables, Law of Large Numbers
DATA 605 Assignment 7
Distributions
DATA 621 Assignment 2
In this homework assignment, you will work through various classification metrics. You will be asked to create functions in R to carry out the various calculations.
Assignment 6
Week 6, Combinatorics / Conditional Prob
DATA 605 Assignment 5
Week 5 - Probability
DATA 605 - Assignment 4
SVD (week 4)
Assignment 1
Data 621
SRout Assignment 3
Data 605 - week 3 assignment (eigenvalues and eigenvectors)
Dicussion 3
Data 605
Data 605 Assignment 2
Vector Spaces, Determinates
DATA 605 Assignment 1
Week 1: Systems of Linear Equations, Vectors, Matrices
DATA 607 Final Project
White House Briefings, Stock Market Data, Trump Approval Ratings, Twitter API
DATA 607 Final Project
Twitter Sentiment Analysis
DATA 606 Final Project
Predictive Analysis
DATA 606 LAB 9
Multiple Logistic Regression
DATA 606 Homework 9
Multiple and Logistic Regression
Project 4 Document Classification
Classify spam and ham emails, model building using a machine learning algorithm and prediction
Tidyverse Extend
This assignment is extended from Manolis Manoli's assignment. Shows examples of stringr, tibble, tidyr, and ggplot.
Data 607 Assignment 12
Recommender Systems - YouTube.
Data 607 Assignment 10 - Text Mining
Sentiment analysis using 'lexicons' package.
Rout - Data Project Proposal
Final project proposal for DATA 606
Data 607 Assignment 9
Week 9: Assignment – Web APIs
Tidyverse Create assignment
Data 607 tidyverse assignment using Git
Data 607 project 3 - Data Science skills set
Team Name: Honey Badgers.
Publish Document
Data 607 SQL and R
