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ONE AT A TIME
In Ishan Khurana’s debut poetry book, One at a Time, the author takes readers through the various stages of his life as he bares his soul through his words. The collection is made up of 25 poems that touch on the author's personal beliefs, abstract concepts, and delve on themes such as the three stages of being: birth, life and death. While the collection is autobiographical in nature, the author invites readers to engage in dialogue with the concepts brought forth, and to reflect on what the collection means to them personally. Through his works, the author also hopes to help readers become more aware of their thoughts and emotions, so that they can better understand their inner self. The book's cover artwork is by the author. The 25 chambers of the Nautilus shell refer to the 25 poems within the collection. The center of the shell has three crescent moons that represent the three stages of being. The abstract background behind the shell depicts a blend of beautiful colours of the sky.
Succeeding with AI
Summary Companies small and large are initiating AI projects, investing vast sums of money on software, developers, and data scientists. Too often, these AI projects focus on technology at the expense of actionable or tangible business results, resulting in scattershot results and wasted investment. Succeeding with AI sets out a blueprint for AI projects to ensure they are predictable, successful, and profitable. It’s filled with practical techniques for running data science programs that ensure they’re cost effective and focused on the right business goals. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology S...
Deep Learning for Vision Systems
How does the computer learn to understand what it sees? Deep Learning for Vision Systems answers that by applying deep learning to computer vision. Using only high school algebra, this book illuminates the concepts behind visual intuition. You'll understand how to use deep learning architectures to build vision system applications for image generation and facial recognition. Summary Computer vision is central to many leading-edge innovations, including self-driving cars, drones, augmented reality, facial recognition, and much, much more. Amazing new computer vision applications are developed every day, thanks to rapid advances in AI and deep learning (DL). Deep Learning for Vision Systems te...
Text Analytics with Python
Derive useful insights from your data using Python. You will learn both basic and advanced concepts, including text and language syntax, structure, and semantics. You will focus on algorithms and techniques, such as text classification, clustering, topic modeling, and text summarization. Text Analytics with Python teaches you the techniques related to natural language processing and text analytics, and you will gain the skills to know which technique is best suited to solve a particular problem. You will look at each technique and algorithm with both a bird's eye view to understand how it can be used as well as with a microscopic view to understand the mathematical concepts and to implement ...
AI-Powered Search
Apply cutting-edge machine learning techniques—from crowdsourced relevance and knowledge graph learning, to Large Language Models (LLMs)—to enhance the accuracy and relevance of your search results. Delivering effective search is one of the biggest challenges you can face as an engineer. AI-Powered Search is an in-depth guide to building intelligent search systems you can be proud of. It covers the critical tools you need to automate ongoing relevance improvements within your search applications. Inside you’ll learn modern, data-science-driven search techniques like: • Semantic search using dense vector embeddings from foundation models • Retrieval augmented generation (RAG) • Qu...
Deep Learning with Structured Data
Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases. Summary Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts. Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub ...
Deep Learning Patterns and Practices
Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production. In Deep Learning Patterns and Practices you will learn: Internal functioning of modern convolutional neural networks Procedural reuse design pattern for CNN architectures Models for mobile and IoT devices Assembling large-scale model deployments Optimizing hyperparameter tuning Migrating a model to a production environment The big challenge of deep learning lies in taking cutting-edge technologies from R&D labs through to production. Deep Learning Patterns and Practices is here to help. This unique guide lays out the latest deep learning insights from auth...
South-North Dialogues on Democracy, Development and Sustainability
This book shows how bringing together experts from the Global South and the Global North can help us to understand and combat global economic, political, and social inequalities. For too long, the world’s problems have been viewed through the narrow conceptual lenses of the Global North. This book lays the groundwork for a new approach – a truly global approach to political economy. We are currently facing multiple and overlapping international crises. The current economic crisis, characterized by deepening inequalities, is closely intertwined with intensifying geopolitical rivalries and the environmental crisis. The dialogues in this book aim to move beyond the Eurocentric tradition and...
비전 시스템을 위한 딥러닝
인공지능에서 가장 빛나는 컴퓨터 비전의 모든 것 컴퓨터 비전은 최근 인공지능과 딥러닝의 눈부신 발전과 함께 얼굴 인식, 의학 영상, 자율주행 등 다양한 산업에서 괄목할 만한 성과를 보여주고 있다. 그중 가장 흥미로운 기술은 주행 시 전방의 차량이나 장애물을 감지해 차의 속도를 스스로 조절하는 자율주행이다. 이 책에서는 컴퓨터가 이런 시각 정보를 어떻게 얻는지, 컴퓨터 비전에서 딥러닝을 어떻게 응용하는지 매우 실용적인 관점으로 안내한다. 고등학교 수학 교과 과정을 배운 독자라면 누구나 딥러닝을 가능케 하...
Love At First Print
The most crucial element of this book is Relationships. A perfect relationship can be formed between two imperfect individuals. Everyone carries some past baggage. There is no person sans any flaws. A strong bond is established by sharing that baggage and admiring those flaws. Meet Ishaan Agarwal. Tag alongside him as you get introduced to his best friends, his ex-college girlfriend, his casual-fling from coaching days, his high-school crush, a CEO without a name, a broad-chest head-bouncer, two tech-savvy entrepreneurs, a quirky-psychic artist, an adorable bride-to-be, an uber-cool watch and a rich-spoilt brat. This list is endless yet incomplete. At the crux of this story lies the most crucial character which can only be found inside this book. You eventually meet her in some chapter, but Ishaan met her via a printed sheet of paper.
