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- Applied Supervised Learning with R. Use machine learning libraries of R to build models that solve business problems and predict future trends
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Applied Supervised Learning with R. Use machine learning libraries of R to build models that solve business problems and predict future trends
Karthik Ramasubramanian, Jojo Moolayil
Ebook
R provides excellent visualization features that are essential for exploring data before using it in automated learning.
Applied Supervised Learning with R helps you cover the complete process of employing R to develop applications using supervised machine learning algorithms for your business needs. The book starts by helping you develop your analytical thinking to create a problem statement using business inputs and domain research. You will then learn different evaluation metrics that compare various algorithms, and later progress to using these metrics to select the best algorithm for your problem. After finalizing the algorithm you want to use, you will study the hyperparameter optimization technique to fine-tune your set of optimal parameters. The book demonstrates how you can add different regularization terms to avoid overfitting your model.
By the end of this book, you will have gained the advanced skills you need for modeling a supervised machine learning algorithm that precisely fulfills your business needs.
Applied Supervised Learning with R helps you cover the complete process of employing R to develop applications using supervised machine learning algorithms for your business needs. The book starts by helping you develop your analytical thinking to create a problem statement using business inputs and domain research. You will then learn different evaluation metrics that compare various algorithms, and later progress to using these metrics to select the best algorithm for your problem. After finalizing the algorithm you want to use, you will study the hyperparameter optimization technique to fine-tune your set of optimal parameters. The book demonstrates how you can add different regularization terms to avoid overfitting your model.
By the end of this book, you will have gained the advanced skills you need for modeling a supervised machine learning algorithm that precisely fulfills your business needs.
- 1. R for Advanced Analytics
- 2. Exploratory Analysis of Data
- 3. Introduction to Supervised Learning
- 4. Regression
- 5. Classification
- 6. Feature Selection and Dimensionality Reduction
- 7. Model Improvements
- 8. Model Deployment
- 9. Capstone Project - Based on Research Papers
- Title: Applied Supervised Learning with R. Use machine learning libraries of R to build models that solve business problems and predict future trends
- Author: Karthik Ramasubramanian, Jojo Moolayil
- Original title: Applied Supervised Learning with R. Use machine learning libraries of R to build models that solve business problems and predict future trends
- ISBN: 9781838557164, 9781838557164
- Date of issue: 2019-05-31
- Format: Ebook
- Item ID: e_2avn
- Publisher: Packt Publishing