Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science - Hardcover

Hardcover

ISBN 10: 1668486962 ISBN 13: 9781668486962

Verlag: IGI Global, 2023

Inhaltsangabe

"This book will help emerging data scientist to gain hands on skills needed through real world data and completely up to date Python code. This book covers all the technical details right from installing the needed software to importing libraries and using latest data sets, deciding on the right model, training and testing, evaluation of the model. It will also cover NumPy, Pandas and matplotlib. It covers various machine learning like Regression, linear and logical Regression, Classification, SVM (support Vector Machine), clustering, KNearest Neighbor, Market basket analysis, Apriori, K Means clustering, Visualization using Seaborne. None of the existing books in the field covers all the essential algorithms with practical implementation and code in Python with all needed libraries and provides links to datasets used"--

Über diesen Titel

Über die Autorinnen und Autoren

Soly Mathew Biju CITP CEng FBCS FHEA is a Ph.D. in Computer Science and also an MBA in IT management with 25 years of experience in industry and academia. She is currently an Associate Professor at the Faculty of Engineering and Information Sciences, University of Wollongong in Dubai. Dr Biju is awarded the most prestigious Fellowship by British Computer Society and also has CEng status awarded by Engineering Council (UK). She also has achieved the Chartered IT Professional status which is a symbol of excellence in the field of IT and is also an ISTQB-certified software testing professional. She is also a Fellow Higher Education Academy, UK. HEA Fellowship demonstrates a personal and institutional commitment to professionalism in learning and teaching in higher education. She is the Head of the Global Health and Wellbeing cluster at UOWD. She was nominated for the Teaching Excellence and Research Excellence awards at UOWD on numerous occasions and received the prestigious Teaching Excellence Award in numerous occasions. She was also awarded the prestigious Amity Global Academic Excellence award in 2020. Her research interests include machine learning and AI to improve quality of life, data security, software testing, cryptography, e-learning, innovations in teaching, agile software development, online teaching, network security and programming techniques. She has papers published in reputed journals and books and presented and reviewed papers at national and international conferences and journals. She has been a scientific and organizing committee member and session chair and content chair on various reputed national and international conferences. She has won a number of research grants for her research proposals and is also an author.

Ashutosh Mishra received his B.Tech. in Electronics & Communication Engineering from Uttar Pradesh Technical University, Lucknow, India, in 2008. He completed his M.Tech. in Microelectronics & VLSI Design from the National Institute of Technology, Allahabad, India, in 2011, and his Ph.D. in Electronics Engineering from the Indian Institute of Technology (BHU), Varanasi, India, in 2018. He has served as an Assistant Professor in Electronics & Communication Engineering at the National Institute of Technology, Raipur, India. Dr. Mishra was awarded the Korea Research Fellowship (KRF) in 2019 by the National Research Foundation of Korea through the Ministry of Science & ICT, South Korea. He also worked as a Brain Pool Fellow in the Seamless Transportation Lab at Yonsei University, South Korea. Currently, he is an Assistant Professor in the Department of Electrical & Electronics Engineering at BITS Pilani, Dubai, UAE. His research interests include smart sensors, intelligent systems, autonomous vehicles, convergence technology, and artificial intelligence.

Manoj Kumar completed his Ph.D. from Northcap University and M.Sc. (Information Security and Digital Forensics) from Technological University Dublin, Ireland in 2013. Dr. Kumar has more than 14.5+ years of research, teaching, and corporate experience. Currently, Dr. Kumar holds the position of Associate Professor at the University of Wollongong in Dubai. Dr. Kumar is listed among the top 2% of computer scientists worldwide. He published over 225 research articles in international refereed journals and conferences. He gave 12 patents, delivered four international research-funded projects, and released three authored and forteen edited books. In addition, he acts as an associate editor, guest editor, and editorial board member for various scientific journals. Dr. Kumar is a member of numerous renowned professional bodies, including IEEE, ACM, IAENG, ISTS, and UACEE. His specializations are Digital Forensics, Machine Learning, Information Security, Image Processing, IOT and Networks.

Details zur Ausgabe

• Verlag: IGI Global
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 1668486962
• ISBN 13: 9781668486962
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 328
• Herausgeber: Biju Soly Mathew, Mishra Ashutosh, Kumar Manoj
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland