Prototype basic models on top of publicly available datasets.

Classification

Binary Classification model on Breast Cancer Dataset
Dropout Risk Rate Prediction for University Students
Classifier for Digit Recognition
Iris Classifier
Regression Model on PIMA-Indians Dataset
Notebook on Pipeline classification

Forecasting

MPG - UC Irvine
Using Housing data to predict future house prices - Using Lasso and XGBoost (Ongoing)
Using Titanic data to evaluate different Machine Learning models
Sales Forecasting using Facebook Prophet Library

Geographical Modelling

Species Distribution Modelling

Python Visualisation

Global Terrorism Dataset
Lego Purchase Dataset
MPG Auto Dataset
Visualisation on Raw Image
Time Series Visualisation
2-D Visualisation
Univariate & Bivariate Distribution
Archive degree conferred to women

R Visualisation

Gapminder Dataset

Regression

Building Prediction model with Tensorflow on Housing Predictions dataset
Building LR Model using Lasso & Ridge
Buiding Regression pipeline on Gapminder dataset

Sentiment Analyis

Prediction on reviews dataset
Sentimenent Analysis using NLTK

Unsupervised Learning

Hierarchical clustering on Eurovision contest
Exploring word frequencies
KMeans clustering on 2D points
KMeans clustering on fish measurements dataset
KMeans clustering on grains dataset
KMeans clustering on Stocks dataset

ReadMe last updated on

January 7, 2019