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Data Science and Machine Learning with Python
Data Science and Machine Learning are two interconnected fields that play a pivotal role in modern technological advancements. Data science involves extracting insights and knowledge from vast amounts of data using various tools and techniques. This includes data collection, cleaning, analysis, and interpretation to uncover valuable patterns and trends. On the other hand, machine learning is a subset of artificial intelligence (AI) that focuses on developing algorithms and models capable of learning from data to make predictions and decisions. Machine learning algorithms can automatically improve their performance over time by learning from new data, making them crucial for tasks such as image recognition, natural language processing, and predictive analytics. Together, data science and machine learning empower businesses and researchers to leverage data-driven insights for informed decision-making and innovation across diverse domains. This book is intended for the first course in Data Science and Machine Learning and covers the required topics in sufficient depth to meet the requirements of the readers.
Data Analytics with Python for Beginners
Data is the fuel of 21st century. The advanced technological development has brought a massive increase in the volume and spectrum of data by including text, image and video data. Data Analytics Using Python aims to make readers understand the applications of analytics in different domains with proper code and explanation. The book starts from basics of Python and gradually increases its level to machine learning. Significant focus has also been laid on deep learning and applications – neural network models like MLP, RNN and CNN; trained models for text and image data and development of chatbots.
The Soul of Sikhism
Sikhism is an integral part of Indian tradition. All the Sikh Gurus were Hindus. Some people are of the opinion that Hinduism and Sikhism are two different religions and they are opposed to each other. Some others have even gone to the extent that Sikhism is closer to Islam. In fact Sikh Gurus have included quotations from Hindu and Muslim saints. To that extent, they are secular with an universal appeal. This book puts the teachings and preachings of Sikh Gurus in proper perspective.
Das Guru
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Leadership in the New Normal
What are the challenges and expectations from leadership in the new normal? Leaders and business practitioners address these issues from a practical perspective in this volume titled ‘Leadership in the new normal,’ published by TDW productions & publishing. Leadership in the New Normal , Koshy. P. ( Edited). 27 Artiles on leadership in the normal. K.S AHLUWALIA ; LORD INDARJIT SINGH CBE ; DR. RAJAN SAMUEL HARPREET AHLUWALIA; REV. THOMAS GEORGE; GUNJANDEEP SINGH GURPREET SINGH KAPOOR; VIGHNESH JHA; BHAVESH JHA ; CK VISWANATH; PRASANNA KKUMAR; They address issues such as: How to identify opportunities? Why businesses fail? Innovation, Creativity; Marketing and Sales; Alternative marketing ...
Research and Publication Ethics
This textbook aims to provide awareness about research ethics, misconduct and the ensuing actions as per international law, information on open access publishing and predatory publishing. Many fresh research scholars are not fully acquainted with the rules governing copyright infringements, plagiarism and intellectual property rights. As such the book presents its various features in a lucid style, and the latest updates on the use of information technology in retrieving and managing information through various means in an ethical manner. The book is useful for students, young researchers and professionals.
Hotel Insights 101 A Beginner's Manual for Industry Know-How
Hospitality, deeply ingrained in human history, is a multifaceted concept that has evolved over time. At its core, hospitality refers to the friendly reception and treatment of guests or strangers. In the modern context, hospitality extends beyond personal interactions to encompass various industries, with one of the most prominent being the hotel industry. Historical Perspective: The roots of hospitality can be traced back to ancient civilizations where travelers sought shelter and sustenance in local inns or households. Societies around the world have placed cultural significance on welcoming guests, and this practice has continued to evolve throughout the ages.
Advanced Graph Theory
The present book is based on the curriculum of undergraduate and postgraduate courses of universities in India and abroad. Every effort is made to present the various topics in the theory of graphs in a logical manner with adequate historical background and include suitable figures to illustrate concepts and results ideally. The formidable exercises, neither easy nor straightforward, are bold faced and highlighted. The theory portion of each chapter is studied thoroughly as it helps solve many of the problems with comparative ease. Selected material from this book is used for a semester course on graph theory, while the entire book serves for a whole session course.
Ten Masters
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