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Artificial Intelligence And Machine Learning by Pradeep Singh

Artificial Intelligence And Machine Learning

by Pradeep Singh
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Book cover type: Paperback
  • ISBN13: 9789364440820
  • Binding: Paperback
  • Subject: Computer Science and Information Technology
  • Publisher: McGraw Hill Education India
  • Publisher Imprint: McGraw Hill Education India
  • Publication Date:
  • Pages: 300
  • Original Price: INR 695.0
  • Language: English
  • Edition: N/A
  • Item Weight: 454 grams
  • BISAC Subject(s): N/A

This book is designed to introduce beginners to the foundational concepts and techniques that underpin AI, focusing on key concepts of Artificial Intelligence from basic to advanced. The aim is to provide a comprehensive guide that bridges theory and practice, empowering readers to harness the power of data to build intelligent solutions.

Structured to facilitate a gradual and in-depth understanding, this book takes readers on a journey through the essential aspects of Artificial Intelligence, Machine Learning, and Data Science, along with important concepts such as Reinforcement Learning, Neural Networks and Deep Learning, Natural Language Processing (NLP), and advanced machine learning techniques.

To enrich the learning experience, practical examples and exercises are included in every chapter. Additionally, future trends in AI are explored, encouraging continuous curiosity and exploration of new advancements in this dynamic field.


✨ Salient Features

  • ✔️ Comprehensive textbook covering Artificial Intelligence (AI) and Machine Learning (ML).
  • ✔️ Aligned with the syllabi of universities across India where AI and ML are combined subjects.
  • ✔️ Emphasis on hands-on learning through code snippets, practical examples, and real-world case studies.
  • ✔️ Inclusion of the latest methodologies, tools, and trends in Data Science and AI.
  • ✔️ Discusses related topics such as NLP, Deep Learning, Neural Networks, Data Mining, and Data Warehousing.

Pradeep Singh is currently a Principal Investigator at the Machine Intelligence Lab within the Department of Computer Science and Engineering at IIT Roorkee. His research focuses on the intersection of Geometric Deep Learning, Neuro-Symbolic AI, and Dynamical Systems. He holds a Ph.D. and Master's degree from IIT Delhi in Symbolic Systems, and a Bachelor's degree from IIT Madras in Data Science. Dr. Singh has earned multiple accolades, including All India Rank 1 in IIT GATE 2020, IIT JAM 2015, and CSIR NET 2019. His research has been published in reputed venues such as IEEE Transactions, ECAI, ACM MM among others.

Tapan K Gandhi is a Professor in the Department of Electrical Engineering at IIT Delhi, Cadence Chair Professor of AI and Automation, Joint Faculty in the School of AI at IIT Delhi, and Adjunct Faculty in the School of AI and Data Science at IIT Jodhpur. He holds a Ph.D. in Biomedical Engineering from IIT Delhi and completed postdoctoral research at MIT. He has published over 200 papers in top-ranking journals such as Nature and PNAS. He holds four patents and has successfully transferred three technologies to the Ministry of Social Justice, Government of India.

Balasubramanian Raman is the Head of the Department of Computer Science and Engineering and a Chair Professor at IIT Roorkee. He holds a Ph.D. from IIT Madras. With over 200 research papers published in reputed journals and conferences, his research interests span Machine Learning, Image and Video Processing, Computer Vision, and Pattern Recognition.

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