Advanced Data Analytics
Overview
A three-day course designed to build on the introductory course (Introduction to Data Analytics for Biopharma Manufacturing). This comprehensive program is designed to equip participants with the advanced skills and knowledge required to excel in the field of data analytics within the biopharma manufacturing industry.
Throughout this course, participants will explore various essential topics, gaining a deeper understanding of data science and its applications in biopharma manufacturing. The course will be delivered fully onsite, providing an immersive and engaging learning experience.
Key topics covered
- Reproducibility in data science: Infrastructure, documentation and version control (Git).
- Linear and non-linear regression: Combining chemistry and bioprocess knowledge with statistical modelling, pitfalls of relying solely on single metrics.
- Design of Experiments: Benefits of DoE over one-factor-at-a-time (OFAT) experiments, types of DoE designs, continued integration of process knowledge for DoE.
- Statistical Process Control (SPC): Control charts and process capability
Who should attend
For trainees with a good basic statistical knowledge, including process and quality control scientists.
What do Attendees Obtain on Completion?
Attendees will receive lecture materials and a certificate of completion.
Register
Course Format
Onsite Training at NIBRT
- 3 full days onsite training at NIBRT facility
Dates & Price
Dates:
- Course 1 08/04/2025 - 10/04/2025
NIBRT Onsite Course
€2,985.007 Places Remaining
