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Hospitality Analytics Project For Business Analysts
Background The hospitality industry is a broad category of fields within the service industry that includes lodging, food and drink...
gracecamc168
Mar 4, 20222 min read
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Quantium Retail Analytics Virtual Project
Background: ABC company is interested in customer segments and their chip purchasing behaviors. Consider what metrics would help describe...
gracecamc168
Aug 6, 202117 min read
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KPMG Data Analytics Virtual Experience Program
This virtual project includes three tasks. Task one is to access data quality. Task two is to identify data insights. The last task is to...
gracecamc168
Aug 4, 20215 min read
60 views
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Information Product Design--Airbnb Restaurant Proximity and Airbnb Safety Rating IP
COMPANY INTRODUCTION Airbnb is a vacation rental online marketplace company. Airbnb has seen rapid growth over the past couple of years,...
gracecamc168
May 7, 202119 min read
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Music Industry Analysis With Unsupervised and Supervised Machine Learning--- EDA
The below is part four of our project. We are interested in how pandemic changes people’s listening habits. Therefore, we scraped the...
gracecamc168
May 6, 20212 min read
28 views
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Music Industry Analysis With Unsupervised and Supervised Machine Learning---Text Classification
In order to confirm our findings from the two parts (previous clustering and classification models) whether a song is explicit or not...
gracecamc168
May 6, 20214 min read
26 views
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Music Industry Analysis With Unsupervised and Supervised Machine Learning---Recommendation System
The below is the part five of our project. RECOMMENDATION ENGINE Content-Based Recommendation Engine YouTube, Netflix, and other various...
gracecamc168
May 6, 20214 min read
23 views
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Music Industry Analysis With Unsupervised and Supervised Machine Learning---Binary Classification
The below is the part two of our project. SUPERVISED MACHINE LEARNING Classification models Our goal is to predict which songs are going...
gracecamc168
May 6, 20218 min read
30 views
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Music Industry Analysis With Unsupervised and Supervised Machine Learning---Clustering
INTRODUCTION The music industry has undergone several changes in the past decade due to digitization of music and evolution of...
gracecamc168
May 6, 20214 min read
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K-mean Clustering Analysis with Subscription Churn
Another popular unsupervised machine learning algorithm is K-mean clustering analysis. It is also useful for customer or market...
gracecamc168
Jan 5, 20213 min read
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Hierarchical Clustering Analysis with Women Entrepreneurship
One of the main benefits of using Supervised Machine Learning models is helping us to predict the future based on the past data. However,...
gracecamc168
Jan 5, 20213 min read
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Advertising Budget Spend Portfolio
When I was doing marketing promotion plans, one thing was always in my mind is budget. In a word, maximizing advertising and promotion...
gracecamc168
Jan 3, 20214 min read
17 views
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Tesla Stock Price Forecast By Using ARIMA and GARCH models
I have been intriguing about the stock forecast since I was 20 years old. I was naive to think that if someone can forecast the stock...
gracecamc168
Jan 2, 20217 min read
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Market Basket Analysis
One of the most interesting analysis I have learned from the course is Association Rule Mining, which is also called Market Basket...
gracecamc168
Dec 30, 20203 min read
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Sentiment Analysis of Reviews on Yelp dataset
This project is also from one of my Business Analytics courses. The datasets my teammate and I use are from Yelp website, but it is also...
gracecamc168
Dec 30, 20206 min read
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Insurance Cross-selling Classification with XGboost-tree model
After submitting the project, I tried another objective model, which is XGboost with Tree. I wanted to know if tree based model is better...
gracecamc168
Dec 30, 20205 min read
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Time Series with Seasonality and Trend with Apple Revenue
This dataset contains Apple four quarters revenue in millions from 2010 to 2018. After selecting the best model, we will use it to...
gracecamc168
Dec 29, 20202 min read
16 views
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Rides Time Series Prediction
This is one of the small project from one of my Business Analytics courses. The dataset is from a software company in the Bay area, and I...
gracecamc168
Dec 29, 20203 min read
27 views
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Insurance Cross-selling Classification
My teammate and I lately did an interesting prediction project for one of our Business Analytics courses. This is an insurance firm that...
gracecamc168
Dec 28, 20207 min read
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