Dr. Swarupkumar Y. Jejurkar

Contact Us

Email - swarup@bitmesra.ac.in
Phone - +91 99356 49852

Supplementary Enrichment Programs

On this link, you can find additional information for the Supplementary Enrichment Programs I offered during Spring 2020. Course material prepared during this period is available to BIT students on request. The Courses contiune to be offered online and the last iteration was completed in Spring 2021.

Notes:

1. The course material is provided for self-paced learning and as a ready reference to students. Please refrain from any commercial use.

2. I strongly suggest to consult good texts on the subject matter for an in-depth and comprehensive treatment.

3. I have derived immense benefits from the following texts (in no particular order of preference) while preparing slides for the course material. I acknowledge the individual contributions of the authors.

For Artifical Intelligence and Machine Learning:

  • Russell, S.J.; Norvig, P. (2003), Artificial Intelligence: A Modern Approach (2nd ed.), Prentice Hall. ISBN 0-13-790395-2
  • Poole, D.; Mackworth, A.; Goebel, R. (1998). Computational Intelligence: A Logical Approach. Oxford University Press. ISBN 978-0-19-510270-3.
  • Turing, A.M. Computing machinery intelligence. Mind, New Series 59 (236), 1950.
  • Siegel, E. (2013). Predictive Analytics: The Power to Predict Who will Click, Buy, Lie, or Die, John Wiley. ISBN 978-1-118-41685-3
  • Silver, N. (2013). The Signal and the Noise: Why Most Predictions Fail – but Some Don't, Allen Lane, ISBN 978-0143125082
  • Mohri, M.; Rostamizadeh, A.; Talwalkar, A. (2012). Foundations of Machine Learning, The MIT Press, ISBN 978-0-262-01825-8
  • Theobald, O. (2017). Machine Learning for Absolute Begineers (2nd ed.), Self Published
  • Mitchell, T.M. (1997). Machine Learning, McGraw-Hill, ISBN 0070428077
  • Shalev-Shwartz, S.; Ben-David, S. (2014). Understanding Machine Learning: From Theory to Algorithms, Cambridge University Press, ISBN 978-1-107-05713-5
  • Series of articles in Wikipedia
 

For Technical Writing and Communication:

  • Whitmore, S.; Stevenson, S. (2002). Strategies for Engineering Communication. John Wiley & Sons. ISBN 978-0-471-12817-5
  • Highly informative slides produced for ENSC 803 offered by the late Steve Whitmore: Writing for Publication (School of Engineering Science, Simon Fraser University)

 

Last updated on: 8 August 2021