Data Analytics and Machine Learning : Navigating the Big Data Landscape

ISBN : 9789819704477

Author : Pushpa Singh

Publisher : Springer

Year : 2024

Language : English

Type : Book

Description : Introduction to Data Analytics, Big Data, and Machine Learning Youddha Beer Singh, Aditya Dev Mishra, Mayank Dixit, Atul Srivastava Pages 1-17 Fundamentals of Data Analytics and Lifecycle Ritu Sharma, Payal Garg Pages 19-37 Building Predictive Models with Machine Learning Ruchi Gupta, Anupama Sharma, Tanweer Alam Pages 39-59 Predictive Algorithms for Smart Agriculture Rashmi Sharma, Charu Pawar, Pranjali Sharma, Ashish Malik Pages 61-80 Stream Data Model and Architecture Shahina Anjum, Sunil Kumar Yadav, Seema Yadav Pages 81-104 Leveraging Data Analytics and a Deep Learning Framework for Advancements in Image Super-Resolution Techniques: From Classic Interpolation to Cutting-Edge Approaches Soumya Ranjan Mishra, Hitesh Mohapatra, Sandeep Saxena Pages 105-126 Applying Data Analytics and Time Series Forecasting for Thorough Ethereum Price Prediction Asha Rani Mishra, Rajat Kumar Rathore, Sansar Singh Chauhan Pages 127-145 Practical Implementation of Machine Learning Techniques and Data Analytics Using R Neha Chandela, Kamlesh Kumar Raghuwanshi, Himani Tyagi Pages 147-169 Deep Learning Techniques in Big Data Analytics Ajay Kumar Badhan, Abhishek Bhattacherjee, Rita Roy Pages 171-193 Data Privacy and Ethics in Data Analytics Rajasegar R. S., Gouthaman P., Vijayakumar Ponnusamy, Arivazhagan N., Nallarasan V. Pages 195-213 Modern Real-World Applications Using Data Analytics and Machine Learning Vijayakumar Ponnusamy, Nallarasan V., Rajasegar R. S., Arivazhagan N., Gouthaman P. Pages 215-235 Real-World Applications of Data Analytics, Big Data, and Machine Learning Prince Shiva Chaudhary, Mohit R. Khurana, Mukund Ayalasomayajula Pages 237-263 Unlocking Insights: Exploring Data Analytics and AI Tool Performance Across Industries Hitesh Mohapatra, Soumya Ranjan Mishra Pages 265-288 Lung Nodule Segmentation Using Machine Learning and Deep Learning Techniques Swati Chauhan, Nidhi Malik, Rekha Vig Pages 289-316 Convergence of Data Analytics, Big Data, and Machine Learning: Applications, Challenges, and Future Direction Abhishek Bhattacherjee, Ajay Kumar Badhan Pages 317-334 Business Transformation Using Big Data Analytics and Machine Learning Parijata Majumdar, Sanjoy Mitra Pages 335-353

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