Data Science: Techniques and Intelligent Applications

ISBN-13: 9781032254494 / Angielski / Twarda / 2022 / 320 str.

Pallavi Vijay Chavan; Parikshit N. Mahalle; Ramchandra Mangrulkar

Opis

This book covers the topic of data science in a comprehensive manner and synthesizes both fundamental and advanced topics of a research area that has now reached maturity.

Spis treści

1. Instigation and Development of Data Science. 2. Role of Statistical Methods in Data Science. 3. Real-World Applications of Data Science. 4. HDWR_SmartNet: A Smart Handwritten Devanagari Word Recognition System Using Deep ResNet-Based on Scan Profile Method. 5. Safe Social Distance Monitoring and Face Mask Detection for Controlling COVID-19 Spread. 6. Real-Time Virtual Fitness Tracker and Exercise Posture Correction. 7. Role of Data Science in Revolutionizing Healthcare. 8. Application of Artificial Intelligence Techniques in the Early-Stage Detection of Chronic Kidney Disease. 9. Multi-Optimal Deep Learning Technique for Detection and Classification of Breast Cancer. 10. Realizing Mother’s Features Influential on Childbirth Experience, towards Creation of a Dataset. 11. BERT- and FastText-Based Research Paper Recommender System. 12. Analysis and Prediction of Crime Rate against Women Using Classification and Regression Trees. 13. Data Analysis for Technical Business Incubation Performance Improvement. 14. Satellite Imagery-Based Wildfire Detection Using Deep Learning. 15. Low Resource Language Document Summarization: A Challenge. 16. Eclectic Analysis of Classifiers for Fake News Detection. 17. Data Science and Machine Learning Applications for Mental Health. 18. Analysis of Ancient and Modern Meditation Techniques on Human Mind and Body and Their Effectiveness in Covid-19 Pandemic.