Nex-G Innovations

Code: NES_SK_22561

Duration: 120 Hrs / 12 Weeks / Customized

Mode: Online / Offline / Onsite

+91-8826900551

Module 2 - Supervised learning

• kNN for (Q)SPR modeling
• GLM for thermophysical property prediction
• Deep Neural Networks for VLE prediction

Module 3 - Hybrid modelling

• Hybrid model for CSTR

Module 4 - Data-driven optimization

• PID tuning via data-driven optimization

Module 5 - Reinforcement learning

• Reinforcement learning for Control

Module 6 - Unsupervised learning

• Process monitoring using PCA
• Clustering for energy systems modelling

Module 7 - Machine learning based decision support systems (DSS)