AI Summer School • Free of Charge
Three 45 Minute Virtual Sessions Weekly
Introduction to Machine Learning in Industry
You will learn about applications of Machine Learning in different process industries such as mining, oil & gas, power, chemicals and others. A general overview of Machine Learning topics such as supervised vs unsupervised learning vis-à-vis Clustering, Classification, Regression, Compression and Recommendation systems.
Sudeep Gowrishankar - Product Manager • Product Engineering
Machine Learning and Time-series Modeling
In this course, we will look at practical aspects of Time-series modeling using Machine Learning and see how real-time applications can be built to deliver forecasting, fault prediction and operations optimization solutions.
Sudhanshu Kashyap - Principal Data Scientist • Product Engineering
Machine Learning and Image Analysis
In this course, we will look at how machine learning - particularly convolutional neural networks can be applied to interpret images and other multi-dimensionally dense and high-frequency information to predict asset health and/or process states and material properties.
Arjun Bhattacharyya - VP Product & Operations