Masterclass in Machine Learning
Overview
Are you ready to take your data analytics expertise to the next level? This 3-day short course ‘Masterclass in Machine Learning’ is designed to equip you with advanced statistical techniques that are crucial in today’s data-driven world.
Dive deep into the realms of machine learning with our Masterclass, where we unpack the intricacies of principal components analysis (PCA), partial least squares (PLS), and time series analysis. Designed to empower professionals from diverse backgrounds, this course is your gateway to unlocking the full potential of data analytics.
Course includes practical exercises designed to reinforce theoretical concepts, ensuring you not only grasp the intricacies but also gain the confidence to apply them in real-world scenarios. With hands-on programming sessions using Python, you’ll navigate through complex datasets and emerge with newfound skills ready for immediate application.
Key topics covered
- Introduction to Python, linear regression and treebased methods, low-code machine learning
- Time series analysis with functional principal component
- Deep learning for image classification with TensorFlow/ Keras
- Natural language (text) processing and generative AI using pre-trained models
Case Studies
- Stability testing and cell culture
- Designing cell culture experiments for optimal yield
- Trending of manufacturing data
Who should attend
Professionals eager to harness the power of machine learning in their data analysis endeavors. Whether you’re a seasoned data scientist or just stepping into the realm of analytics. This course will feature hands-on programming with Python, but no prior experience is required. However, familiarity with basic statistics is expected.
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
Course on request – please contact Training@nibrt.ie
