NettetPassionate about data research, strategic planning, and performing business analytics functions (creating dashboards, visualization, data … Nettet4. sep. 2024 · Lending Club is the world’s largest online marketplace connecting borrowers and investors. An inevitable outcome of lending is default by borrowers. The idea of this tutorial is to create a predictive model that identifies applicants who are relatively risky for a loan.
akshayr89/Lending-Club---Exploratory-Data-Analysis - Github
Nettet7. apr. 2024 · Exploratory Data Analysis (EDA) Using Python 3. SweetViz SweetViz offers an in-depth EDA (target analysis, comparison, feature analysis, correlation) and interactive EDA in two lines of code! In addition, SweetViz allows you to compare two data sets, such as training and test data sets for your machine learning projects. Nettet27. aug. 2024 · At an advanced level, EDA involves looking at and describing the data set from different angles and then summarizing it. Data Analysis: Data Analysis is the statistics and probability to figure out trends in the data set. It is used to show historical data by using some analytics tools. It helps in drilling down the information, to transform ... dtpm wound panel
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Nettet4. feb. 2024 · Exploratory Data Analysis (EDA) Splitting the data to new_train and new_test so that we can perform EDA. Mapping ‘N’ to 0 and ‘Y’ to 1 Univariate Analysis: Output: Univariate Analysis Observations More Loans are approved Vs Rejected Count of Male applicants is more than Female Count of Married applicant is more than Non-married Nettet25. okt. 2024 · EDA is one of the important steps during the whole process of data science. It is said that most of the time, the model building goes into EDA and feature engineering. If you want to create a big setup of information from the data, you need to do an extensive EDA. Nettet8. mai 2024 · To build the Credit Risk Model we used Lending Club dataset which is publicly available for the years 2016 and 2024. The dataset has 39K records and … commodity\u0027s ai