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conda

Specifying a conda environment with `environment.yml`

creditcarddefaults_adaptiveboosting

This project is an extension of repository: Credit Card Defaults with Random Forrest Classifiers. It uses Adaptive Boosting to Create Predictions on Census Data

creditcarddefaults_randomforestclassifiers

This project uses a variety of decision tree based classifiers to attempt prediction of whether or not a customer will default on their loans.

fullstack-nanodegree-vm

gender_classification

This was a challenge in Siraj Raval's video of Learn Python for Data Science -#1 Video Series.

house_prices_bayesian_regression

Predicting house prices based on various features given in dataset using Bayesian Regression model

house_prices_ridge_regression

Predicting house prices based on various features given in dataset using Ridge Regression model

houseprices_linearregression

Predicting house prices based on various features given in dataset using Linear Regression model

intro-web-scraping

An introduction to Web Scraping with Python

jupyter-notebook-introduction-data-science-intro-000

knn_humanactivityrecognition

Code a KNN Classifier from scratch, evaluate performance & compare to Scikit-Learn's implementation. Using data from UC Irvine Machine Learning Repositiory

learn_data_science_in_3_months

This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube

learning-sql

Learn how to program in SQL and understand basic queries.

ml-cheatsheet

Machine learning cheatsheet

py-lists-with-maps-data-science-intro-000

python-crash-course-exercises

This is how I learnt Python (baby-steps). I used the book Python Crash Course by Eric Matthes, which was an excellent and easy-to-follow guide that helped me learn python pretty quickly.

python-lists-lab-data-science-intro-000

python-lists-readme-data-science-intro-000

python-practice-with-datatypes-data-science-intro-000

python-variables-lab-data-science-intro-000

python-variables-readme-data-science-intro-000

shiny_app

My very first Shiny App: "Who let the dogs out?"

titanic_logisticregression

Code a Logistic Regression Algorithm to predict whether or not a passenger survives Titanic

twitter_sentiment_analysis

This was a challenge in Siraj Raval's video of Learn Python for Data Science -#2 Video Series.

university-project

Code files for undergrad final year project titled "Solar Thermal Collector Air Conditioning System Using Nanofluid"