Econometrics and Data Science: Apply Data Science Techniques to Model Complex Problems and Implement Solutions for Economic Problems Nokeri Tshepo Chris
Econometrics and Data Science: Apply Data Science Techniques to Model Complex Problems and Implement Solutions for Economic Problems Nokeri Tshepo Chris Get up to speed on the application of machine…
Specifikacia Econometrics and Data Science: Apply Data Science Techniques to Model Complex Problems and Implement Solutions for Economic Problems Nokeri Tshepo Chris
Econometrics and Data Science: Apply Data Science Techniques to Model Complex Problems and Implement Solutions for Economic Problems Nokeri Tshepo Chris
Get up to speed on the application of machine learning approaches in macroeconomic research. In addition, he presents an approach to contend with multi-collinearity. This book brings together economics and data science.Author Tshepo Chris Nokeri begins by introducing you to covariance analysis, correlation analysis, cross-validation, hyperparameter optimization, regression analysis, and residual analysis.
He reveals a technique for binarizing an economic feature to perform classification analysis using logistic regression. He then debunks a time series model recognized as the additive model. He brings in the Hidden Markov Model, used to discover hidden patterns and growth in the world economy.
The author demonstrates unsupervised machine learning techniques such as principal component analysis and cluster analysis. Key deep learning concepts and ways of structuring artificial neural