Level: Beginner
We will introduce an example of using statistical analysis technology and machine learning in tablet formulation design.
1) JMP: We will introduce examples of using functions such as Graph Builder and multivariate correlation to attempt to correlate and visualize data in order to gain a deeper understanding of formulation data.
②JMP Pro: We will introduce a case where important granule properties were extracted by modeling the relationship between granule and tablet properties by applying elastic nets to a database containing the physical properties of granules and tablets manufactured using multiple manufacturing methods, and a case where important active pharmaceutical ingredients properties were extracted by modeling the relationship between active pharmaceutical ingredients properties and tablet properties by applying boosting trees to a database containing 81 types of active pharmaceutical ingredients and their physical properties.
*No video will be released for this announcement.
