Anand H's repositories
boston-housing-prediction-linear-regression
Predicting Boston Housing Prices using Linear Regression
rural-credit-worthiness-regression
Predicting Loan Amount for rural people based on Regression
bbvi_spike_and_slab
Black-box spike and slab variational inference, example with linear models
bias_variance_example
This is a simple python example to demonstrate bias variance
cheat_sheets
Collection of cheat sheets which I will be using
chi-squared-feature-selection-selectkbest
Chi-Squared For Feature Selection using SelectKBest
data-science-portfolio
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Data-Science-Projects
A collection of Data Science projects in Jupyter Notebooks mainly using Python
Employee_Absenteeism
The task is to build a machine learning regression model will predict the number of absent hours. As Employee absenteeism is a major problem faced by every employer which eventually lead to the backlogs, piling of the work, delay in deploying the project and can have a major effect on company finances. The aim of this project is to find an issue which eventually leads toward the absence of an employee and provide a proper solution to reduce the absenteeism
gradient-descent-numpy-example
Gradient Descent Algorithm Implementation using NumPy
gradient-descent-variants
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
imbalance_class_sklearn
Address imbalance classes in machine learning projects.
linear-regression-assumptions
A small repository explaining how you can validate your linear regression model based on assumptions
LinearRegression-Adipose-Tissue
A case study has been coded using linear regression
Machine-Learning-In-Python
Machine learning algorithms repository
Machine-Learning-Regression-1
Multi-Linear and Binary Logistic Regression in C.
multicollinearity_detection
Small example on how you can detect multicollinearity
mutual-funds-regression
mutual funds rating regression notebook
my_tasks
my tasks
outlier-detection-grubbs-test-and-generalized-esd-test-python
Repository for detecting outliers using Grubb's Threshold & Generalized Extreme Studentized Deviate (ESD) Test
TCD-ML-Comp.-2019-20---Income-Prediction-Competition-Kaggle
predicting the income with a more complex dataset. Competition held as a part of our course-work in Trinity College Dublin.