Expert in spectroscopic and multivariate data analysis, the Ondalys team regularly offers webinars on Machine Learning and Chemometrics.
Watch our previous webinars below.
Raman spectroscopy and Machine Learning as a PAT tool for mAbs bioprocessing.
Webinar co-hosted by Ondalys, INDATECH and the NMNS laboratory from the university of Tours
This webinar aims to explain how to couple online Raman spectroscopy with Machine Learning tools to optimize the non-destructive analysis of CHO cell cultures and the monoclonal antibodies (mAbs) production.
Discover how to improve the yield and reproducibility of monoclonal antibody batches through real-time monitoring of critical process parameters (CPPs) and critical quality attributes (CQAs), such as mAbs, nutrients and metabolites concentration or viable cell density.
With 2 of our partners, INDATECH and the NMNS laboratory of the University of Tours, we present the results obtained within the framework of the CLIMBIN project, a collaborative R&D project.
This project aimed to provide the biomanufacturing sector with an innovative solution, based on the PAT (Process Analytical Technology) and QbD (Quality by Design) approach, to optimize and automate the monitoring of suspended cell cultures (CHO, …) in various types of bioreactors.
Batch monitoring based on Process Data and Spectroscopy.
Model developments and implementation
Webinar co hosted by Ondalys and Sartorius
This webinar focuses on the fusion of the spectral data and process parameters from process monitoring (such as temperature, pH, etc.) to monitor and control batch processes in real time.
Learn how to build a process monitoring model and implement it using the SIMCA® and SIMCA®-Online software suite from our partner Sartorius.
The following topics are covered in this webinar:
- improve understanding and process control
- control your product quality
- improve your process performance (reduce production times and costs, optimize raw materials, etc.)
- develop and implement process monitoring models using SIMCA® and SIMCA®-Online software
You need a training in Machine Learning and Chemometrics?
Ondalys is a recognized training institute that offers various in-house training sessions, provided in English to industries and public institutes.
Our expertise to make sense of your data
With more than 20 years of experience in data analysis, chemometrics and machine learning, especially applicated to spectroscopic data, our team helps you in each step of your project.
You need a tailor-made training ?
Our team study your request to offer you the most suitable and personalized training.