Map based on Longitude and Latitude. Color shows the sum of Funding. Details are shown for ZIP code. The data is filtered on State, which keeps 53 of 34 states. The view is filtered on sum of Funding, which ranges from 0 to 1,519,207,489.
Machine Learning & AI Foundations: Movies Recommendations Part 1
Have you ever wondering how Netflix know what movies you probably like? Or if you watch Stranger Things that Netflix is likely to suggest to you is the ET: The Extra-Terrestrial. Basic on the customer viewing behavior data, we can predict users discover the exact content they want to watch. Similar products method is one of the…
Data Visualization Project : Movie Database
Using R shiny, a web application framework, the user can explore the movies dataset base on language, genres, min number of reviews on Rotten Tomatoes, year released and Oscar wins.
Data Quality : Bank Consumer Database
Discovering whether data are of acceptable quality is a measurement task and not a very easy one. In this data quality project, I used excel and python to deal with Consumer Complaint Database, complaints about financial products and services.Data quality is important because, without high-quality data, you cannot understand or stay in contact with your customers.…
Credit Risk Modeling in R
Use R to explore a real-life data set, then preprocess the data set such that it’s in the appropriate format before applying the credit risk models. First, I examed the dataset loan_data discussed in the video throughout the exercises in DataCamp. Goal: understand the number, percentage of defaults. To learn more about variable structures and spot unexpected…