Автор: Bhasin H. Название: Python Basics: A Self-Teaching Introduction ISBN: 1683923537 ISBN-13(EAN): 9781683923534 Издательство: Неизвестно Цена: 45930.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Designed for use as a primary introduction to Python and can be used as an introductory text or as a resource for professionals in industry. The book includes sections dedicated to data structures; offers in-depth treatment of topics such as classes, inheritance, BST, andNumPy; and introduces topics like Matplotlib and PIL.
Автор: BHASIN RAAJA Название: Easy Trails Around Shimla ISBN: 8129134691 ISBN-13(EAN): 9788129134691 Издательство: Неизвестно Рейтинг: Цена: 4230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Raaja Bhasin paints a breathtakingly beautiful picture of treks around Shimla, which can be navigated by anyone with a reasonable level of fitness and more than a reasonable level of interest in the hills. Exhaustively researched and delightfully interspersed with beautiful photographs of tourist sites along the way and helpful tips to keep in mind while navigating these routes, Easy Trails around Shimla will appeal to every trekker, whether amateur or veteran
Автор: Bhasin, Niti Название: Banking and financial markets in india ISBN: 8177084895 ISBN-13(EAN): 9788177084894 Издательство: Gazelle Book Services Рейтинг: Цена: 85790.00 T Наличие на складе: Невозможна поставка. Описание: This anthology contains first-hand accounts from those involved in the conflicts of ancient China. Many of these poems are translated into English for the first time; they invoke powerful, terrible images of ancient warfare, beautifully brought to life. The poetry within this book spans more than sixteen centuries and includes the work of 50 poets.
Get familiar with different Feature extraction methods.
Get an overview of how Neural Network Algorithms work.
Learn how to implement Decision Trees and Random Forests.
The book not only explains the Classification algorithms but also discusses the deviations/ mathematical modeling.
Description This book covers important concepts and topics in Machine Learning. It begins with Data Cleansing and presents an overview of Feature Selection. It then talks about training and testing, cross-validation, and Feature Selection. The book covers algorithms and implementations of the most common Feature Selection Techniques. The book then focuses on Linear Regression and Gradient Descent. Some of the important Classification techniques such as K-nearest neighbors, logistic regression, Na ve Bayesian, and Linear Discriminant Analysis are covered in the book. It then gives an overview of Neural Networks and explains the biological background, the limitations of the perceptron, and the backpropagation model. The Support Vector Machines and Kernel methods are also included in the book. It then shows how to implement Decision Trees and Random Forests.
Towards the end, the book gives a brief overview of Unsupervised Learning. Various Feature Extraction techniques, such as Fourier Transform, STFT, and Local Binary patterns, are covered. The book also discusses Principle Component Analysis and its implementation.
What will you learn
Learn how to prepare Data for Machine Learning.
Learn how to implement learning algorithms from scratch.
Use scikit-learn to implement algorithms.
Use various Feature Selection and Feature Extraction methods.
Learn how to develop a Face recognition system.
Who this book is for The book is designed for Undergraduate and Postgraduate Computer Science students and for the professionals who intend to switch to the fascinating world of Machine Learning. This book requires basic know-how of programming fundamentals, Python, in particular. Table of Contents 1. An introduction to Machine Learning 2. The beginning: Pre-Processing and Feature Selection 3. Regression 4. Classification 5. Neural Networks- I 6. Neural Networks-II 7. Support Vector machines 8. Decision Trees 9. Clustering 10. Feature Extraction Appendix A1. Cheat Sheets A2. Face Detection A3.Biblography
About the Author Harsh Bhasin is an Applied Machine Learning researcher. Mr. Bhasin worked as Assistant Professor in Jamia Hamdard, New Delhi, and taught as a guest faculty in various institutes including Delhi Technological University. Before that, he worked in C# Client-Side Development and Algorithm Development. Mr. Bhasin has authored a few papers published in renowned journals including Soft Computing, Springer, BMC Medical Informatics and Decision Making, AI and Society, etc. He is the reviewer of prominent journals and has been the editor of a few special issues. He has been a recipient of a distinguished fellowship. Outside work, he is deeply interested in Hindi Poetry, progressive era; Hindustani Classical Music, percussion instruments. His areas of interest include Data Structures, Algorithms Analysis and Design, Theory of Computation, Python, Machine Learning and Deep learning.
Your LinkedIn Profile: https: //in.linkedin.com/in/harsh-bhasin-69134426
Автор: Niti Bhasin Название: Money and Financial Markets ISBN: 8177085050 ISBN-13(EAN): 9788177085051 Издательство: Gazelle Book Services Рейтинг: Цена: 161570.00 T Наличие на складе: Нет в наличии. Описание: Money is the pivot around which an economy revolves. A modern economy, characterized by acute specialisation and exchange, is unthinkable without money, financial intermediaries, financial markets and financial instruments. In recent years, there has been a gradual switchover from the use of paper-based payment mediums to those based on electronics. E-money is one such new product which has appeared on Indian horizon recently. Crypto currency is another instrument which is a type of digital token that relies on cryptography for chaining together digital signatures of token transfers, peer-to-peer networking and decentralization. Similarly, complex financial products, such as derivatives, have proliferated in the financial markets. These products have become highly popular with banks and financial institutions as they allow them to hedge their risks and manage their regulatory and economic capital more efficiently. This book provides a comprehensive description of the theory and functioning of modern monetary and financial systems with reference to India. It is spread over 33 chapters which have been organized into 5 theme parts.Part I (chapters 1 to 2) is titled An Introduction to Money. Apart from explaining the meaning, kinds and functions of money (including e-money, digital money, virtual currency and crypto currency), it also discusses the theories of money supply determination. Part II (chapters 3 to 17) is titled Financial Institutions, Markets, Instruments and Innovations. It deals with discussion on financial system, financial institutions, financial markets and their integration, asymmetric information, adverse selection, moral hazard, financial crisis, money market in India, capital market in India, modernization of stock exchanges, depository system, and financial derivatives. Part III (chapters 18 to 21) is titled Interest Rates. It covers determination of interest rates, causes of interest rate differentials, theories of term structure of interest rates, and interest rates in India. Part IV (chapters 22 to 26) is titled Banking System. It focuses on functions of a commercial bank, balance sheet and portfolio management of a bank, structure and changing role of banks in India, banking sector reforms in India since 1991, and digital technology in the banking sector. Part V (chapters 27 to 33) is titled Central Banking and Monetary Policy. It delves into functions of central bank, balance sheet of central bank, instruments of monetary control, monetary management in an open economy, Reserve Bank of India, monetary policy of India, and inflation targeting in India.
Автор: Bhasin Shivam, de Santis Fabrizio Название: Constructive Side-Channel Analysis and Secure Design: 12th International Workshop, COSADE 2021, Lugano, Switzerland, October 25-27, 2021, Proceedings ISBN: 3030899144 ISBN-13(EAN): 9783030899141 Издательство: Springer Рейтинг: Цена: 74530.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This accessible guide will tell you everything you need to know about parenting a child with a hidden condition, such as autism, dyspraxia, ADHD or bipolar, whether or not a formal diagnosis has been received. With information on various conditions and diagnoses, it includes candid advice and strategies from parents as well as young adults who grew up with a hidden condition themselves.
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