This book is a comprehensive guide to understanding and implementing cutting-edge machine learning and deep learning techniques using Python programming language. Written with both beginners and experienced developers in mind, this book provides a thorough overview of the foundations of machine learning and deep learning, including mathematical fundamentals, optimization algorithms, and neural networks.Starting with the basics of Python programming, this book gradually builds up to...

What This Book is AboutWhen you searched for this book, you have already known the importance of the OpenCV/Python in the fields of computer vision, image processing and machine learning. This book begins with step-by-step instructions of installation as well as a simple Hello World, then gets into the OpenCV Basics, Image Processing, Object Detection and finally Machine Learning.Key FeaturesExample for every topic, all the source c...

This book is a comprehensive guide to learning the basics of computer vision and machine learning using the powerful OpenCV library and the Python programming language. The book offers a practical, hands-on approach to learning the concepts and techniques of computer vision through practical examples. All codes in this book are available on GitHub.Through a series of examples, the book covers a wide range of topics including image and video processing, feature detection, object det...

This book is a comprehensive guide aiming to demystify the world of transformers -- the architecture that powers Large Language Models (LLMs) like GPT and BERT. From PyTorch basics and mathematical foundations to implementing a Transformer from scratch, you'll gain a deep understanding of the inner workings of these models.That's just the beginning. Get ready to dive into the realm of pre-training your own Transformer from scratch, unlocking the power of transfer learning to fine-t...

This book is a comprehensive guide aiming to demystify the world of transformers -- the architecture that powers Large Language Models (LLMs) like GPT and BERT. From PyTorch basics and mathematical foundations to implementing a Transformer from scratch, you'll gain a deep understanding of the inner workings of these models.That's just the beginning. Get ready to dive into the realm of pre-training your own Transformer from scratch, unlocking the power of transfer learning to fine-t...

This book is a comprehensive guide to learning the basics of computer vision and machine learning using the powerful OpenCV library and the Python programming language. The book offers a practical, hands-on approach to learning the concepts and techniques of computer vision through practical examples. All codes in this book are available on Github.Through a series of examples, the book covers a wide range of topics including image and video processing, feature detection, object det...

This book is a comprehensive guide to understanding and implementing cutting-edge machine learning and deep learning techniques using Python programming language. Written with both beginners and experienced developers in mind, this book provides a thorough overview of the foundations of machine learning and deep learning, including mathematical fundamentals, optimization algorithms, and neural networks.Starting with the basics of Python programming, this book gradually builds up to...

Polarization Measurement and Control in Optical Fiber Communication and Sensor SystemsA practical handbook covering polarization measurement and control in optical communication and sensor systemsIn Polarization Measurement and Control in Optical Fiber Communication and Sensor Systems, the authors deliver a comprehensive exploration of polarization related phenomena, as well as the methodologies, techniques, and devices used to eli...

Today, when natural disasters such as hurricanes and earthquakes seem to be regular occurrences, it can be hard to hold out hope for a better tomorrow. But in Save Our Troubled World, author James Chen dares to dream of a new era where the effects of global warming, water and food shortages, pollution, and energy shortages are no more. By looking at the world’s problems in a comprehensive manner, Chen carefully details Accurate "One-Time-Solution" plans to eventually obliterate these troub...

Putting our needs aside, today, there are so many things we want but don’t need. How often do we actually get to own everything that we want to? Not very often. But how possible is it to actually get to own everything that we want to? Quite possible, if you are able to grasp your Money Map well and take control over your own cash flow. Sounds easy, doesn’t it? However, as easy as it may seem, most of us are actually unsure of how to make this happen. But don’t worry, you will be guided ste...

This book is for anyone who owns, or is thinking of owning, a Vixen Star Book Ten telescope mount or its predecessor. A revolution in amateur astronomy has occurred in the past decade with the wide availability of high tech, computer-driven, Go-To telescopes. Vixen Optics is leading the way by offering the Star Book Ten system, with its unique star map graphics software. The Star Book Ten is the latest version of computer telescope control using star map graphics as a user interface, first...

Comprehensive, accessible guide to technical analysis and market trading strategiesEssentials of Technical Analysis for Financial Markets is an all-encompassing handbook on navigating the financial markets successfully using technical analysis. Clearly written, easy-to-understand, and straightforward, this guide focuses on the key information needed by traders and investors to take on any financial market effectively.Easy-to-use, at-your-fing...