Semester 2

PROBABILITY & STATISTICAL DATA ANALYSIS

by MUHAMMAD ANIQ AQIL BIN AZRAI FAHMI

back icon .jpgBack to main pages 

 

This course is designed to introduce some statistical techniques as tools to analyse the data. In the beginning the students will be exposed with various forms of data. The data represented by the different types of variables are derived from different sources; daily and industrial activities. The analysis begins with the data representation visually. The course will also explore some methods of parameter estimation from different distributions. Further data analysis is conducted by introducing the hypothesis testing. Some models are employed to fit groups of data. At the end of course the students should be able to apply some statistical models in analysing data using available software.

Image

Project 2 Explaination Video

Project Infographic

Introduction

For Project 2, My group and I conducted a statistical analysis
that we learned in our subject which is :

1. Hypothesis testing 1-sample
2. Correlation
3. Regression
4. One-way ANOVA

We used a dataset from a Sales in Superstore in Chicago in the year 2019 in
order to do the project. The groupmate that involve with me is :

Muhammad Aniq Aqil Bin Azrai Fahmi(A20EC0083)
Muhammad Naim Bin Abdul Jalil(A20EC0096)
Khairul Izzat Bin Hashim(A20EC0058)
Nur Afikah Binti Mohd Hayazi(A20EC0220)

Probability & Statistical Data Analysis Reflection

Posted on 28 June 2021, 6:42 PM
Last updated 01 July 2021, 1:37 PM

After learning this subject in one semester I learned a lot of statistical analysis tools that help human to do analysis and came up with solutions. This really opened my eyes to the world where data is matters in these modern days. As we all know modern problem needs a modern solution.

In project 1, I learned many values and knowledge on convincing people to do a survey and to take the data and discuss with group members to gain some important information by doing some analysis on their mean, boxplot, or anything related and share with others.

Next is project 2, which using secondary data that my group has to pick and calculate about relationship Hypothesis testing for the dataset that has been chosen and do some conclusions about the data set. This project really levels up my skills are all of us in the group are using the R-studio to do our test which needed us to use our programming language skills in the field of data analysis. Hypothesis testing are conducted which consists of hypothesis testing, correlation, regression, and analysis of variance (ANOVA). When doing the R studio at first I was lost and feel really new to it and I decided to search for a youtube video tutorial which really helps me to finish this project .Not to forget my groupmates which always be there when I need help to understand the solution for the project. The more I learned about the R-studio the more I fell in love to use it. Also, the datasets were really interesting since nowadays we use e-commerce shopping a lot we can see the changes towards time.

Lastly, I am really blessed to join this course and learned many things about Probability & Statistical Data Analysis and really hope that I can use my knowledge for future purposes and on my next journey being a Software Engineer. Towards mores success in the future.

 

 

 

Add comment
Details
Updated on 04 July 2021, 4:03 PM; 360 page visits from 27 June 2021 to 6 July 2024