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Monika Bansal is an Associate Professor in Computer Science at SSD Women's Institute of Technology, Bathinda affiliated to Punjabi University, Patiala. She has received her Ph.D. in Computer Applications from Punjabi University, Patiala in 2021. She is UGC-NET qualified in Computer Science & Applications. She has more than 17 years of teaching experience. Her expertise includes image processing, machine learning, and computer vision. She has also been appointed as an editorial member of a reputed international journal and reviewed several research papers. During her career, she has been co- author of numerous technical papers in SCI journals, international conference proceedings and holds 2 international patents.

Dr. Munish Jindal received his Master's degree in Computer Science & Engineering from Thapar Institute of Engineering & Technology, Patiala, India in 2008. He received his Ph.D. degree from Thapar Institute of Engineering & Techmology, Patiala, India in 2015. Presently, he is working as Assistant Professor in Department of Computational Sciences, Maharaja Ranjit Singh Panjab Technical University, Bathinda, Punjab, India. He has published five international patent and published more than 100 research articles in the reputed international journals and conference proceedings. He has more than 2000+ citations for his papers at Google scholar. He has guided 05 Ph.D. scholars and presently guiding 4 Ph.D. candidates in the domain of Machine Learning and Pattern Recognition. He is a s also co-author of a book entitled "UGC NET/JRF/SET Computer Science & Applications (Paper-IIY", He is also an Associate Editor of Soft Computing (SCI Journal) and ACM Transactions on TALLIP (SCI Journal). His research interests include Handwriting Recognition. Computer Vision, Machine Learning and Pattern Recognition.

Dr. Harmandeep Kaur received her Master of Computer Applications front Punjali University Patiala in 2015 and her Ph.D. in Computer Applications from Maharaja Ranjit Singh Punjab Technical University, University, Bathinda, in 2021. She is UGC-NET qualified qual in Computer Science & Applications and currently working as an Assistant Professor at the Directorate of Public Instructions colleges (DPI), Government of Punjab. Her research interests include image processing, machine learning, and pattern recognition. She has into her credit one patent and a few articles published in SCI journals and international conference proceedings. She is also co-author of a book entitled "UGC NET/JRF/SET Computer Science & Applications (Paper-II)" which is widely followed for the preparation of UGC-NET.

Dr. Vishal Goyal is a Full Professor, Department of Computer Science, Punjabi University Patiala, Punjab, with 22 years of Teaching and 3 years of Software Industry Experience. His research areas include Natural Language Processing, Technology Tech Development for Differently Abled People, Data Analytics, Al and Machine learning Prof, Goval is an Editor-in-Chief of Research Cell: An International Journal of Engineering Sciences. He is also an Associate Editor of SCI journal-TALLIP. He has been awarded with Young Scientist Award in 2005 by Punjab Academy of Sciences. He has been awarded with State award two times by Punjab Govt. He has into his credit 10 copyrighted software, one trademark and three patents. He is currently y guiding 11 Ph.D. students including foreign students and 18 students have already been awarded doctonate degrees. He has already completed various projects funded by various Ministries of Govt. of India. His detailed biodata can be seen at his website http://www.vishalpup.in/

Data Science Using Python : A step by step Practical Approach for Beginners

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  • Dr.Monika Bansal, Dr.Munish Jindal , Dr.Harmandeep Kaur, Dr. Vishal Goyal 

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