Machine Learning in the Tidyverse

Engineering and Technology

Short Description

Leverage the tools in the tidyverse to generate, explore and evaluate machine learning models.

Long Description

This course offers comprehensive instruction on utilizing the tools within the tidyverse to effectively generate, explore, and evaluate machine learning models. By incorporating the tidyr and purrr packages, participants will develop a solid understanding of how to handle intricate model objects in a streamlined and organized manner. Additionally, the course will cover the utilization of the broom package to thoroughly analyze the resulting models. Participants will also gain proficiency in the test-train-validate workflow, enabling them to accurately assess the performance of classification and regression models. Furthermore, the course will provide valuable insights on optimizing model performance through hyperparameter tuning, equipping participants with the necessary knowledge to enhance their models.

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Course Details

Duration: 5 hours
Difficulty: Beginner
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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