Isye 6501 course project - Study guides, Class notes & Summaries

ISYE 6501 Course Project PROJECT STATEMENT These web sites contain brief overviews of some major Analytics success stories: 1. 2. 3. In this course project, your job is to think carefully about what analytics models and data might have been required. 1. Browse the short overviews of the projects. Read a bunch of them – they’re really interesting. But don’t try to read them all unless you have a lot of spare time; there are lots! 2. Pick a project for which you think at least thre...

GEORGIA Tech, ISYE Full course, Graded A+, 2022 update Document Content and Description Below Week 1 Why Analytics? 6 Data Vocabulary 7 Classification 8 Support Vector Machines 11 Scaling and Standardization 13 k-Nearest Neighbor (KNN) 13 Week 2 Model Validation 16 Validation and Test Sets 17 Splitting the Data 18 Cross-Validation 20 Clustering 21 Supervised vs. Unsupervised Learning 22 Week 3 Data Preparation 25 Introduction to Outliers 25 Change Detection 27 Week 4 Time Series Data 31 AutoRe...

ISYE 6501 Introduction to Analytics Modeling Course Project 2022/2023; Latest Update Why I picked this project? - The reason I picked this project is because with one of my past projects I have done similar analytics similar with bunch of personal customer data such as financial records, housing, mortgages, family history and more. I was in charge of basic operations such as finding outliers, finding correlations and good substitutions of missing values. I wanted to deep dive and share so...

ISYE 6501 – Course Project American Honda Motor Co., Inc Case Background: Just like other automotive distributors, American Honda works with a network of dealerships that offers warrantied repai r work. This can be a significant cost for the company; therefore, American Honda uses analytics to make sure the warranty claims are accurate upon submission. To decrease warranty expense, Honda wants to create a proprietary process to surface suspicious warranty claims. Before this innovative system,...