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Overview
Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory What you'll learn: Your complete guide to unsupervised & supervised machine learning and predictive modeling using R-programming languageIt covers both theoretical background of MACHINE LERANING & and predictive modeling as well as practical examples in R and R-StudioFully understand the basics of Machine Learning, Cluster Analysis & Predictive ModellingHighly practical data science examples related to supervised machine learning, clustering &...
Syllabus
- Introduction
- Software used in this course R-Studio and Introduction to R
- R Crash Course - get started with R-programming in R-Studio
- Fundamentals of predictive modelling with Machine Learning: Thoery
- Unsupervised Machine Learning and Cluster Analysis in R
- Supervised Machine Learning in R: Classification in R
- Supervised Machine Learning in R: Linear Regression Analysis
- More types of regression models in R
- Working With Non-Parametric and Non-Linear Data (Supervised Machine Learning)
- BONUS
Instructor
Kate Alison
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