2021-08-14 The Happiness Vaccines- Exploratory Data Analysis Is a vaccinated country a happy one? Let's explore!!! matplotlib pandas numpy seaborn

2020-05-27 Zomato Restaurants Analysis - JMA This notebook gives visualization and insight into the food culture of Bengaluru. random forest decision tree sklearn regression python

2020-04-03 Tracking the Growth of COVID-19 Cases This notebook was created by Github user @aatishb and visualizes the growth of COVID-19. scipy github covid-19 matplotlib pandas

2020-03-23 Ebola-outbreak-2014-2016 Data visualization on Ebola outbreak 2014-2016. outbreak ebola matplotlib pandas numpy

2020-03-22 Coronavirus (COVID-19) Visualization & Prediction This notebook tracks and predicts the spread of the novel coronavirus, also known as SARS-CoV-2. covid-19 machine learning regression python coronavirus

2020-02-23 Waymo Open Dataset Part 0: Exploratory Data Analysis First of a 4 part series of notebooks using Faster RCNN on the Waymo Open Dataset. This one explores the dataset structure and working with the data. Done by the CAIS++ Fall 2019 Waymo Team. data analysis tensorflow self-driving cars object detection cais++

2020-02-10 Top Python Libraries Used In Data Science In this tutorial, I will discuss the most important and useful python libraries that can be used in data science. sklearn libraries cleaning beautiful soup bs4

2020-01-30 Predicting PewDiePie's subscribers using Machine Learning. This notebook helps us understand how to predict PewDiePie's daily subscribers using Linear Regression. machine learning pewdiepie sklearn linear regression python

2020-01-14 Predicting Tree Cover Types In this notebook, I use various machine learning methods to predict a tree's cover type. This is a project I did for John Deere during an analytics case study. machine learning random forest decision tree science trees

2020-01-14 Predicting NYC Taxi Ride Duration In this notebook, I analyze New York City taxi data and make predictions on taxi ride duration times. nyc pandas linear regression machine learning eda

2020-01-12 Data Science Across the World This notebook summarizes the current state of data scientists across the world and our inspirations for creating Datafied. Enjoy the read! data science inspiration matplotlib kaggle pandas

2020-01-10 MLB Analysis: Predicting Pitcher Strikeout Rates In this notebook, I illustrate the data science life cycle through an example in which I predict MLB pitchers' 2nd half strikeout rates based on a variety of 1st half statistics. baseball modeling rmse cross validation linear regression