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

Advanced Data Analytics

2,940.00

Advanced data analytics

Course Format

Onsite Training at NIBRT

  • 3 full days onsite training at NIBRT facility

Dates & Price

Dates:
  • Course 1
    11/09/2024 - 13/09/2024

    NIBRT Onsite Course

    2,940.00

    7 Places Remaining

  • Course 2
    25/11/2024 - 27/11/2024

    NIBRT Onsite Course

    2,940.00

    7 Places Remaining

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