a-b_testing_pandas

ShoeFly.com is performing an A/B Test. They want to know how the two ads are performing on each of the different platforms on each day of the week.

admission_prediction

In this project I have built a regression model to predict the chance of admission into a particular university based on the student's profile

airfare_data

I have analysed airfare data covering the top 1,000 contiguous state city-pair markets and have identified key trends

atp_tennis_linearregression

A basic machine learning model to train on a model consisting of various ATP statistics of all tennis players around their world. Utilized Linear Regression for training and building a model for Prediction.

basketball_prediction

In this project I have used Advanced DeepLearning techniques with keras to predict the probability of win and lose of college basketball tournaments.

biodiversity_visualization

Data Analysis for National Park Service. Analyzed data on Endangered species from several different parks.

capstone_project_module_1

chinook_db

Queries performed on a sample music DataBase called Chinook using SQL for revision purposes. The database schema diagram can be found in the website attached.

conda

Specifying a conda environment with `environment.yml`

cooltshirts-pagevisits-using-funnel-pandas

cooltshirts_attribution_queries

CoolTShirts, an innovative apparel shop, is running a bunch of marketing campaigns.In this project I have performed Atrributions using SQL.

course-v3

The 3rd edition of course.fast.ai

covid19_tableau

I have created a Tableau dashboard with 6 visualizations to analyze and understand effects of Covid-19 Globally and in United States

covidportfolio

A Portfolio Project which involves various SQL Queries and Tableau representations for Covid Cases across the globe

cs643-wineprediction

A parallel Machine Learning application in Amazon AWS cloud platform built to predict the quality of Wine utilizing Apache Spark.

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

datascience_practise

demoapp

emergencyambulanceapp

fastbook

Draft of the fastai book

fifa_worldcup_matches

A short Visualization on FIFA World Cup matches varying from the year 1930-2014. Analyzed trends and discovered insights about the world’s game, fútbol!

flappybirdgame-android

A fun Flappy Bird game for Android using Java.

glassdoor_prediction_engine

Salary Prediction Machine Learning model based on data scraped from GlassDoor

gonnuru

Coding Files for my GitHub profile.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

homevaluetrends

Analyzed the data on median estimated values of single family homes by zip codes from the past two decades.

honey_production

A simple Linear Regression Model which predicts the production of honey in the upcoming years and factors which contribute to its productivity.

hulton_hotel_reservation_system

Developed a website for reservation and management of rooms and services in a hotel. Designed the Database Entity Relationship and Relational Model diagram based on the requirement.

image_classification

This is an Image classification model using keras to classify cats and dogs

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning