Data Science Archives - Page 5 of 9

Data Science, Risk Management

Loan Data – Training and Test Data Sets

Data Science

Credit Risk Modelling – Required R Packages

Data Science, Risk Management

Explore Loan Data in R – Loan Grade and Interest Rate

Data Science, Risk Management

Explore Financial Data in R

Data Science, Risk Management

Credit Risk Modelling – Case Study- Lending Club Data

Data Science, Risk Management

Create a Confusion Matrix in R

Data Science, Risk Management

Measure Model Performance in R Using ROCR Package

Data Science

Logistic Regression Model in R

Data Science, Risk Management

Build the Predictive Model

Data Science, Risk Management

Credit Modelling: Training and Test Data Sets

Data Science, Risk Management

German Credit Data : Data Preprocessing and Feature Selection in R

Data Science, Risk Management

Import Credit Data Set in R

Data Science, Risk Management

Case Study – German Credit – Steps to Build a Predictive Model

Data Science, Risk Management

Classification vs. Regression Models

Data Science, Risk Management

Credit Risk Modelling – Case Studies

Data Science, Quantitative Finance

Quantstrat Case Study – Multiple Symbol Portfolio

Data Science, Quantitative Finance

Quantstrat Example in R – RSI Strategy

Data Science

Quantstrat – EMA Crossover Strategy – Performance and Risk Metrics

Data Science, Quantitative Finance

Quantstrat Example in R – EMA Crossover Strategy

Data Science, Quantitative Finance

Loan Data – Training and Test Data Sets

Credit Risk Modelling – Required R Packages

Explore Loan Data in R – Loan Grade and Interest Rate

Explore Financial Data in R

Credit Risk Modelling – Case Study- Lending Club Data

Create a Confusion Matrix in R

Measure Model Performance in R Using ROCR Package

Logistic Regression Model in R

Build the Predictive Model

Credit Modelling: Training and Test Data Sets

German Credit Data : Data Preprocessing and Feature Selection in R

Import Credit Data Set in R

Case Study – German Credit – Steps to Build a Predictive Model

Classification vs. Regression Models

Credit Risk Modelling – Case Studies

Quantstrat Case Study – Multiple Symbol Portfolio

Quantstrat Example in R – RSI Strategy

Quantstrat – EMA Crossover Strategy – Performance and Risk Metrics

Quantstrat Example in R – EMA Crossover Strategy

Measuring Overall ETFs Performance

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