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

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ReadMe last updated on

January 7, 2019

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