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TGS 2 Week 3 Pemodelan statistika dan simulasi
Materi ini membahas tentang simulasi variabel random (acak) dalam statistika. Variabel random adalah variabel yang nilainya ditentukan oleh hasil dari suatu percobaan acak dan dibagi menjadi dua jenis, yaitu variabel random diskrit dan variabel random kontinu. Dalam materi ini dijelaskan bagaimana melakukan simulasi beberapa distribusi probabilitas seperti binomial, poisson, dan normal menggunakan pemrograman untuk memodelkan fenomena acak di dunia nyata. Selain itu, materi juga menunjukkan bagaimana menganalisis hasil simulasi dengan menggunakan histogram, rata-rata, dan perhitungan probabilitas untuk memahami karakteristik distribusi data yang dihasilkan.
Assignment 3b
Premier League Players Performance Analysis APPROACH
This assignment aims to analyze the attacking performance of five elite Premier League players: Haaland, Salah, Palmer, Son, and Saka using the statistics covering goals, assists, and shots split by home and away fixtures at a given period of the season. We seek to identify meaningful patterns in finishing efficiency and goal contribution across different venues (Home/Away).
Linear Regression
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Sleep Health & Lifestyle – Exploratory Analysis
This assignment analyses the Sleep Health & Lifestyle Dataset to understand how lifestyle factors such as occupational role and psychological stress could shape two core sleep outcomes: sleep duration and self-rated sleep quality. Understanding these relationships is relevant for us as individual and corporations when creating workplace wellness programs to improve employee's performance
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MINIPROJECT
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Bike Thefts in Vancouver(2021)
This interactive map shows the locations of bike thefts reported in Vancouver during 2021. Each marker represents a reported theft and nearby incidents are grouped into clusters to make the map easier to read. Users can zoom in and click on markers to view more information about each theft, including the neighborhood, address, date, and time.