Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with PythonKey Features\[\*\]A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices\[\*\]Get to grips with the basics of Predictive Analytics with Python\[\*\]Learn how to use the popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and Clus...

Perform advanced data manipulation tasks using pandas and become an expert data analyst.Key FeaturesManipulate and analyze your data expertly using the power of pandasWork with missing data and time series data and become a true pandas expertIncludes expert tips and techniques on making your data analysis tasks easierBook Descriptionpandas is a popular Python library used by data scientists and analysts worldwide to manipulat...

"Sometimes eerie, sometimes strange, sometimes terrifying, always Unexplained. Yes, the book contains 61 short stories based on Unexplanable phenomena so called Avyakhyaam means beyond explanation. Stories in the book based on Bhoot, Black magic, Vastu, quantum physics, time, space science, God etc. all stories are fiction and handcrafted to rethink about events, scenarios, places, people about which we human are still not sure or not follow same thinking but somehow make us excited whenev...

This book details the characteristics of an ECG signal through the functionality and electrical activity of the human heart. This book provides a basic introduction and needs for developing implantable cardiac pacemaker systems. This book provides comprehensive details on ECG signal processing techniques that are useful for fast and accurate diagnosis of cardiovascular diseases. The book discusses the characteristics and parameters of a typical ECG signal and various noises that can corrup...

The book explores advancements in medical system design through the use of recent technologies, particularly artificial intelligence. It analyzes the accuracy of predictions suitable for real-time deployment of these methodologies. The text covers a wide range of prediction and segmentation algorithms based on machine learning and deep learning techniques. These approaches are applied in the analysis of critical diseases, such as mental disorders, diabetic retinopathy, cardiovascular disor...

This book examines the economic history of ancient South Asia by situating the Malwa region of Central India within Afro-Eurasian trade networks to illuminate the role of traders in the political, religious and economic processes connected with the Indo-Sasanian trade in the period of five centuries, circa CE 300-700.The book challenges the long-held centrality of the Roman factor in the South Asian economy by locating the Indo-Sasanian interactions in long distance economic networ...

Gain practical insights by exploiting data in your business to build advanced predictive modeling applicationsKey FeaturesA step-by-step guide to predictive modeling including lots of tips, tricks, and best practicesLearn how to use popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and ClusteringMaster open source Python tools to build sophisticated predictive models...

The e-book+ version of the book, Visual Object Tracking using Deep Learning, complements the other versions of the book. This ebook+ version provides extensive and elaborative details about the topic to improve the overall experience of the readers. The videos are recorded and embed in the appropriate sections of the book outline and explicate the key features of the book which include; an overview of the book, covering the critical and advanced topics such as visual tracking challenges, i...

Constructing Digital Libraries provides comprehensive guidance designing and implementing digital library systems serving diverse information needs and institutional contexts. The work addresses foundational concepts, technologies, and design principles for digital library development. Coverage includes collection development strategies, metadata creation standards, preservation techniques, and user interface design. The book explores search functionality, access mechanisms, and digital as...

Cyber-Physical Systems (CPS) integrate computing, communication, and physical processes to support intelligent monitoring, decision-making, and automation across critical sectors. As CPS become increasingly interconnected, robust security architectures are essential for protecting data, devices, communication networks and physical operations. Cyber Physical Systems: Security Concerns and Practices examines fundamental and emerging approaches to CPS security, with particular emphasis on blo...

उस समय देव की उम्र कुछ आठ बरस की रही होगी। हाँ! मुझे ठीक-2 याद आता है।‘‘लोग कैसे शादी कर लेते हैं?’’ देव बड़े आष्चर्य से मुझसे पूछता।‘‘.....आखिर कैसे कोई लड़का किसी लड़की को सारी ज़िन्दगी झेलता रहता है?’’‘‘.....आखिर कैसे वो उस लड़की को सारी ज़िन्दगी देख-2 कर भी बोर नहीं होता?’’‘‘.....आखिर कैसे वो उस लड़की के साथ पूरी ज़िन्दगी काट देता है?’’ वो बड़ी बेचैनी से मुझसे पूछता था जब पड़ोस में किसी लड़के की शादी होती थी और नई वधू का घर में प्रवेष होता था।‘‘इस बात का जवाब तो...

Fatima is five when her parents get separated. She loves her father, and wants to reunite her parents.Fatima is twenty-two when she falls in love with Siddharth. How difficult is this decision? What role does religion play in their lives?Destiny comes in the way and Fatima gets married according to her mother’s wishes.Will Fatima fight her destiny and reach out for happiness? Or will she live the life mapped out for her?Open The Ninth Smoke to find the answers to these questions that are vita...