Prof. Mukesh Rao

Operations & Analytics

Mukesh Rao is currently working as a Professor of Practice at Great Lakes Institute of Management. He was earlier working as a Senior Faculty at Great Learning Bangalore. He has a total of 35 + years of experience which includes his experience in Market Research, Software Development, Database Administration, Software Project Management, Big Data consulting and Data Science Machine Learning.

Research Interests

Impact of Large Language Models on employability of fresh graduates

Books and Books chapters

• “Ignore at own risk” – A book on IT project risk management
• “Dodge the axe” – A book on how to keep updating skill portfolio to remain relevant to industry

Media Appearances

• Machine Learning Model Tutorial | Great Learning (youtube.com)
• https://www.youtube.com/watch?v=dXCawGZh6dc

Media Articles

• Classic mistake in machine learning
• Quantum Computing Part 2 - Introduction
• Quantum Computing Part 1 - Introduction
• Self Attention Part 3
• Self Attention Part 2
• Self Attention Part 1
• LSTM Introduction
• Unrolled RNN Instances
• Information and Noise
• Adjusted R²
• Conceptual Understanding of Loss Functions part 2
• Conceptual Understanding of Error Function
• LSTM_Introduction
• Recurrent Neural Network
• Convolution and Pooling concepts
• Visualization of Principal Components based distributions
• Principal Component Analysis