Modeling with tidymodels in R

Engineering and Technology

Short Description

Learn to streamline your machine learning workflows with tidymodels.

Long Description

Tidymodels is a comprehensive collection of R packages that aims to enhance the efficiency of machine learning workflows. This suite equips users with the ability to effectively partition datasets for cross-validation, preprocess data using the recipe package, and optimize machine learning algorithms. By engaging with Tidymodels, individuals will gain a deep understanding of fundamental concepts like model object definition and modeling workflow creation. Furthermore, they will have the opportunity to apply these acquired skills to predict housing prices and classify employees based on their likelihood of attrition within an organization.

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Course Details

Duration: 4 hours
Difficulty: Intermediate
Format: Short Course
Price: USD39.00
Course Link

DataCamp

DataCamp is an online learning platform that offers interactive courses and tutorials for data science and analytics. It provides a wide range of courses covering topics such as Python, R, SQL, machine learning, data visualization, and more. The platform offers a hands-on learning experience through coding exercises and projects, allowing users to practice and apply their skills in real-world scenarios. DataCamp also offers a personalized learning experience with adaptive learning technology that adjusts the course content based on the user's skill level and progress. It is widely used by individuals, professionals, and organizations to enhance their data science skills and stay up-to-date with the latest trends and technologies in the field.

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