Pragyan means “Wisdom”. Wisdom if found at a right time and applied in the right situation is a boon to a person. This book is a compilation of experiences and learnings which will enable one to explore more apt perspectives towards life and health. Many people live but do not prepare for life. The book shares the wisdom about the money to all who begin their career. People can borrow money but not health. People excel in their academics and career; it’s unfortunate that no one teaches them how to keep the mind at ease during situations of misery, sadness, worrisome, depression, suicide, aggression, and unexpected loss of someone or something. An upset mind takes foolish decisions which people regret later. Pragyan by Ankush Garg, is that self-help manual that you ever so required to reach out and connect to your inner spiritual self. It would not be wrong to state that all of humankind is inherently spiritual. In fact, it’s impossible to be otherwise. Pragyan guides in losing the culture of doubt and negativity in everyone. We confuse religion with spirituality and the vice-versa, this book aims to break that and help you realize a ‘spiritual’ being with high happiness quotient.
“It is a man’s own mind, not his enemy or foe that lures him to evil ways,” observed Gautama Buddha. The Infinite Mind is a work on exploring the different facets and the contours of the human mind. The majesty of the human mind lies in its astonishing latent powers. Humans have set footprints on the moon, attempted to explore the universe and human body since ages but are yet to fathom the mind. During their short time on earth, the average human neglects to understand or explore the mind. Yet right from childhood humans use the mind, everyday, till death. The mind is a tool; one should learn about it, sharpen it and then see the phenomenal results that follow in the shortest possible time. The first step could be a SWOT analysis of the human mind, which can bring in greater harmony with nature and the universe. If the mind is trained in the right direction, life will automatically gravitate to happiness and healthy thoughts persist. The human mind can act as a positive or negative trigger. The question is “How to touch the mind? Sharpen it?” Yes, it can be done. In this book, there are techniques discussed to strengthen the mind and break the fears or barriers. Miracles happen when thoughts manifest in life through the mind. Invest attention in the mind and feel the genie experience. Humans often experience something magical, something that is unexplainable. How does it happen? What is the X-factor that metamorphoses the thought process in the mind? This book is an attempt to provide answers in this direction. “Like very muddy water, which is clearly water again when the mud is removed, one’s true self shines forth again when the contamination (ignorance) is removed.”- Adi Shankaracharya.
Get to grips with building powerful deep learning models using PyTorch and scikit-learn Key FeaturesLearn how you can speed up the deep learning process with one-shot learningUse Python and PyTorch to build state-of-the-art one-shot learning modelsExplore architectures such as Siamese networks, memory-augmented neural networks, model-agnostic meta-learning, and discriminative k-shot learningBook Description One-shot learning has been an active field of research for scientists trying to develop a cognitive machine that mimics human learning. With this book, you'll explore key approaches to one-shot learning, such as metrics-based, model-based, and optimization-based techniques, all with the help of practical examples. Hands-On One-shot Learning with Python will guide you through the exploration and design of deep learning models that can obtain information about an object from one or just a few training samples. The book begins with an overview of deep learning and one-shot learning and then introduces you to the different methods you can use to achieve it, such as deep learning architectures and probabilistic models. Once you've got to grips with the core principles, you'll explore real-world examples and implementations of one-shot learning using PyTorch 1.x on datasets such as Omniglot and MiniImageNet. Finally, you'll explore generative modeling-based methods and discover the key considerations for building systems that exhibit human-level intelligence. By the end of this book, you'll be well-versed with the different one- and few-shot learning methods and be able to use them to build your own deep learning models. What you will learnGet to grips with the fundamental concepts of one- and few-shot learningWork with different deep learning architectures for one-shot learningUnderstand when to use one-shot and transfer learning, respectivelyStudy the Bayesian network approach for one-shot learningImplement one-shot learning approaches based on metrics, models, and optimization in PyTorchDiscover different optimization algorithms that help to improve accuracy even with smaller volumes of dataExplore various one-shot learning architectures based on classification and regressionWho this book is for If you're an AI researcher or a machine learning or deep learning expert looking to explore one-shot learning, this book is for you. It will help you get started with implementing various one-shot techniques to train models faster. Some Python programming experience is necessary to understand the concepts covered in this book.
We all are on this planet for 70 years on an average, where we allow our minds to be shaken up by people words, materialism and unpleasant situations. When pain occurs in our body, we take pain killers to instantly heal it. But, when we are shaken up deeply by - People words and actions, Materialism and unpleasant Situations. What is the instant solution to recover from such an intense shake-up? Scenario: Imagine you walk into a building, not knowing its name and somebody starts yelling at you and picks a fight with you. What would your reaction be? At first, you might try to pacify the other person but if the other person is getting more aggressive, abusive and starts fighting with you, you might defend, fight, yell, and in the end try to escape the situation. How you felt? You fought, yelled, filled yourself with anxiety, rage, anger, in replying to that person. Now, that you are outside of the building, you read the building's name – ‘Mental Hospital’. What is your reaction now? Now that your mind has slowed down and is calm, knowing the people in this institution might behave in a certain way, acceptance dawns on us. We don't react to unwell people nor do we engage aggressively with them. Can we allow our mind to rest in peace while we are living on this beautiful Earth? Yes. We have all the pragmatic wisdom here inside as an Unshakeable’s guide.
“It is a man’s own mind, not his enemy or foe that lures him to evil ways,” observed Gautama Buddha. The Infinite Mind is a work on exploring the different facets and the contours of the human mind. The majesty of the human mind lies in its astonishing latent powers. Humans have set footprints on the moon, attempted to explore the universe and human body since ages but are yet to fathom the mind. During their short time on earth, the average human neglects to understand or explore the mind. Yet right from childhood humans use the mind, everyday, till death. The mind is a tool; one should learn about it, sharpen it and then see the phenomenal results that follow in the shortest possible time. The first step could be a SWOT analysis of the human mind, which can bring in greater harmony with nature and the universe. If the mind is trained in the right direction, life will automatically gravitate to happiness and healthy thoughts persist. The human mind can act as a positive or negative trigger. The question is “How to touch the mind? Sharpen it?” Yes, it can be done. In this book, there are techniques discussed to strengthen the mind and break the fears or barriers. Miracles happen when thoughts manifest in life through the mind. Invest attention in the mind and feel the genie experience. Humans often experience something magical, something that is unexplainable. How does it happen? What is the X-factor that metamorphoses the thought process in the mind? This book is an attempt to provide answers in this direction. “Like very muddy water, which is clearly water again when the mud is removed, one’s true self shines forth again when the contamination (ignorance) is removed.”- Adi Shankaracharya.
Get to grips with building powerful deep learning models using PyTorch and scikit-learn Key FeaturesLearn how you can speed up the deep learning process with one-shot learningUse Python and PyTorch to build state-of-the-art one-shot learning modelsExplore architectures such as Siamese networks, memory-augmented neural networks, model-agnostic meta-learning, and discriminative k-shot learningBook Description One-shot learning has been an active field of research for scientists trying to develop a cognitive machine that mimics human learning. With this book, you'll explore key approaches to one-shot learning, such as metrics-based, model-based, and optimization-based techniques, all with the help of practical examples. Hands-On One-shot Learning with Python will guide you through the exploration and design of deep learning models that can obtain information about an object from one or just a few training samples. The book begins with an overview of deep learning and one-shot learning and then introduces you to the different methods you can use to achieve it, such as deep learning architectures and probabilistic models. Once you've got to grips with the core principles, you'll explore real-world examples and implementations of one-shot learning using PyTorch 1.x on datasets such as Omniglot and MiniImageNet. Finally, you'll explore generative modeling-based methods and discover the key considerations for building systems that exhibit human-level intelligence. By the end of this book, you'll be well-versed with the different one- and few-shot learning methods and be able to use them to build your own deep learning models. What you will learnGet to grips with the fundamental concepts of one- and few-shot learningWork with different deep learning architectures for one-shot learningUnderstand when to use one-shot and transfer learning, respectivelyStudy the Bayesian network approach for one-shot learningImplement one-shot learning approaches based on metrics, models, and optimization in PyTorchDiscover different optimization algorithms that help to improve accuracy even with smaller volumes of dataExplore various one-shot learning architectures based on classification and regressionWho this book is for If you're an AI researcher or a machine learning or deep learning expert looking to explore one-shot learning, this book is for you. It will help you get started with implementing various one-shot techniques to train models faster. Some Python programming experience is necessary to understand the concepts covered in this book.
Pragyan means “Wisdom”. Wisdom if found at a right time and applied in the right situation is a boon to a person. This book is a compilation of experiences and learnings which will enable one to explore more apt perspectives towards life and health. Many people live but do not prepare for life. The book shares the wisdom about the money to all who begin their career. People can borrow money but not health. People excel in their academics and career; it’s unfortunate that no one teaches them how to keep the mind at ease during situations of misery, sadness, worrisome, depression, suicide, aggression, and unexpected loss of someone or something. An upset mind takes foolish decisions which people regret later. Pragyan by Ankush Garg, is that self-help manual that you ever so required to reach out and connect to your inner spiritual self. It would not be wrong to state that all of humankind is inherently spiritual. In fact, it’s impossible to be otherwise. Pragyan guides in losing the culture of doubt and negativity in everyone. We confuse religion with spirituality and the vice-versa, this book aims to break that and help you realize a ‘spiritual’ being with high happiness quotient.
We all are on this planet for 70 years on an average, where we allow our minds to be shaken up by people words, materialism and unpleasant situations. When pain occurs in our body, we take pain killers to instantly heal it. But, when we are shaken up deeply by - People words and actions, Materialism and unpleasant Situations. What is the instant solution to recover from such an intense shake-up? Scenario: Imagine you walk into a building, not knowing its name and somebody starts yelling at you and picks a fight with you. What would your reaction be? At first, you might try to pacify the other person but if the other person is getting more aggressive, abusive and starts fighting with you, you might defend, fight, yell, and in the end try to escape the situation. How you felt? You fought, yelled, filled yourself with anxiety, rage, anger, in replying to that person. Now, that you are outside of the building, you read the building's name – ‘Mental Hospital’. What is your reaction now? Now that your mind has slowed down and is calm, knowing the people in this institution might behave in a certain way, acceptance dawns on us. We don't react to unwell people nor do we engage aggressively with them. Can we allow our mind to rest in peace while we are living on this beautiful Earth? Yes. We have all the pragmatic wisdom here inside as an Unshakeable’s guide.
The growing commercial market of Microwave/ Millimeter wave industry over the past decade has led to the explosion of interests and opportunities for the design and development of microwave components.The design of most microwave components requires the use of commercially available electromagnetic (EM) simulation tools for their analysis. In the design process, the simulations are carried out by varying the design parameters until the desired response is obtained. The optimization of design parameters by manual searching is a cumbersome and time consuming process. Soft computing methods such as Genetic Algorithm (GA), Artificial Neural Network (ANN) and Fuzzy Logic (FL) have been widely used by EM researchers for microwave design since last decade. The aim of these methods is to tolerate imprecision, uncertainty, and approximation to achieve robust and low cost solution in a small time frame. Modeling and optimization are essential parts and powerful tools for the microwave/millimeter wave design. This book deals with the development and use of soft computing methods for tackling challenging design problems in the microwave/millimeter wave domain. The aim in the development of these methods is to obtain the design in small time frame while improving the accuracy of the design for a wide range of applications. To achieve this goal, a few diverse design problems of microwave field, representing varied challenges in the design, such as different microstrip antennas, microwave filters, a microstrip-via and also some critical high power components such as nonlinear tapers and RF-windows are considered as case-study design problems. Different design methodologies are developed for these applications. The presents soft computing methods, their review for microwave/millimeter wave design problems and specific case-study problems to infuse better insight and understanding of the subject.
Carbon-Based Nanocarriers for Drug Delivery enlists the latitudes and advancements in the synthesis processes, functionalization, and applications of carbon-based nanomaterials (CBNs) in targeted drug delivery systems (DDSs). It covers the applicability and suitability of CBNs as nanocarriers for efficient drug delivery application via elucidating the recent advancements in CBNs, their functionalized and innovative derivatives, and the relevant case studies. The book explores the necessity, efficacy, toxicological aspects, and challenges for the application of CBN in targeted DDSs. Some of the features of this book are provided as follows: Provides elaborative description on significance and adaptability of carbon-based nanomaterial in targeted drug delivery for wide ranges of therapeutics Delivers a full-spectrum discussion on drug delivery through carbon-based nanocarriers Explores each carbon-based nanocarrier fundamentally for its drug and gene-delivery-related applications Describes critical discussion on various toxicological effects over the utilization of these nanocarriers Embraces existing as well as novel technologies/methodologies related to the synthesis and functionalization of CBNs, including graphene, graphene oxide, carbon quantum dots, carbon nanotube, fullerene, and smart carbon-based nanocarriers This book is aimed at researchers and graduate students in materials and pharmaceutical engineering, including drug delivery systems.
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