Fundamental Certificate in Data Science using R
SVBook Fundamental Certificate in Data Science using R are given to people who have read and self learning blog posts at medium:
- Data Science Basics (What is CRISP DM and data analysis process, What is the difference between prediction, clustering and classification and etc. )
- R Basics
- Data Understanding using Applied Statistics with R (descriptive statistics, inferential statistics, correlation and regression analysis, data visualization)
- Data Preparation using R
- Modeling and Evaluation using R (KNN, Linear Regression, Neural Network, Naive Bayes)
- Deployment with RMarkdown
and passed a 30 questions Exam. The certificate follows IBM CRISP DM, includes Data Preparation, Data Understanding, Modelling and Evaluation, and Deployment stages.