Programming: Practical Data Science and Modeling

• Load data locally and multiple techniques.
• Installing packages.
• Clean, scale, and convert data.
  
• Handle data outliers.
• Build advanced functions in R for training and testing.
• Use multiple linear regression and shrinkage methods
• And much more.

Build advanced functions & classification models! Learn multiple linear regression, box plotting & shrinkage. And more!

An All-Encompassing Advanced R Course

Enroll now to learn a massive amount of content, starting with how to load data locally, and other techniques.

You will spend so much time getting your data ready in R as you go through your life and career in data science that you need a good understanding of it. You will get a complete understanding thanks to this course with Magnum Dampier of Mammoth Interactive.

This course was funded by a #1 Kickstarter project from Mammoth Interactive

We cover data cleaning techniques, how to handle outliers, scaling data and why we scale it, and other important examples. You will learn to load and handle data in R, and much more.

Learn A Wide Platter Of Topics

We cover numerous examples including decision trees, random forest, testing, SVMs with tuning, and LDA.

Converting Types and Solving Problems

You will learn to convert your data types to fit the needs of different models for training and testing. You will learn to build functions to save time typing code, making you an efficient data scientist. Learn to handle errors and problem solve the smart way.

Advanced Functions and Abstraction

You will learn to build advanced functions in R around training and testing. You will be a functions expert and understand abstraction.

Regression, Shrinkage, and Correlation

You will learn regression models including linear regression and quickly move into multiple linear regression, shrinkage methods like ridge and lasso. You will learn when to use and when not to use correlation with model inputs.

All Source Code Included

Join Mammoth Interactive’s incredible course on advanced R topics with Magnum Dampier. All source code is included and FREE to download.