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365-data-science-course-machine-learning

Exercises of applying Machine Learning techniques from the 365 Data Science Course Website

bit-project-data-science-workshops

This showcases all of the Data Science Workshops that were produced by the Bit Project

bit-project-logistic-regression

Intro to Logistic Regression in R for the Bit Project using the UCI heart disease dataset to determine if patients we diagnosed correctly

bit-project-supervised-learning

Created supervised learning models for examples on my blog "Intro to Supervised Learning" for the Bit Project

blblm

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

devrel

dubai-public-transit-network

In this notebook I analyze Dubai's vulnerability to both direct and indirect damages resulting from climate change. I exemplify findings using a random forest regression model, and visualize the network complexities in Dubai's bus system that can lead to future failures.

ecs-171-homework-

All of the homework sets for my Machine Learning class, ECS 171

ecs-174-homework

All of the homework assignments for my Computer Vision class

ecs171-har

ecs171 final project repository for group 19

exploritory-data-analysis-of-trending-youtube-videos-in-the-us

In this project, we will discover what categories affect the viewrship of the most trending YouTube videos in the US. What we can gain from analyzing these categories would be that we can improve recommending different types of videos to other people based on the majority opinion of what genres of videos are perceived as worthwhile to watch.

google-development-student-club-workshop-1

Created with StackBlitz ⚡️

hackdavis-project-practice

Practicing on Datasets to use Recommendation System Techniques

hackdavis2022

hello-world

Just another repository

jp-morgan-data-for-good-hackathon

Worked with a team of 4 and a Quantitative Researcher for JP Morgan's Data Science Hackathon where we're trying to figure out what sources of electrical energy create the most carbon emissions

laptop-recommend

A laptop recommendation system I built with my team at HackDavis 2020 using Python.

questionnaire

Foundation of Questionnaire

r-report-1

My first lab report for my Gateway to Statistical Data Science course. This required me to analyze categorical data regarding medical patients based on either their marital status or their physical health (cholesterol levels and BMI range). I primarily had to use five-number summary calculations through histograms, box-plots, and pie charts.

rreport2

My second lab report for my Gateway to Statistical Data Science class. I had to construct a binomial distribution regarding on whether or not that 80 students in a classroom did their homework and a normal distribution regarding the amount of lynx that were trapped between 1821 and 1934.

rreport3

My third lab report for my Gateway to Statistical Data Science class. I had to construct a linear regression model on the crime rate of many countries in the world and the percentage of criminals that have a high school diploma.

sta-108-project-1

My 1st Project for my Linear Regression Analysis class. In this project we're supposed to conduct a form of regression analysis regrading demographic information on inhabitants in 4 regions.

sta-108-project-2

A term project for my Linear Regression Analysis class in which I conduct multi-linear regression techniques on the same regional dataset that I had for my 1st project.

sta-141a-final-project-

Final Project for my Fundamentals of Statistical Data Science class where my team conducted Regression Analysis methods to determine what factors affect the popularity of anime shows from the anime list dataset from Kaggle.

sta-141b-homework-

Homework sets for my Data & Web Technologies for Data Analysis course, STA 141B

summer-analytics-course

This is coursework regarding introductory Data Science concepts from Summer Analytics partnered with Coursera