Wydawnictwo BPB Publications - ebooki
Tytuły książek wydawnictwa: BPB Publications
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Description Time series forecasting is driving decision-making in everything from financial markets to supply chain logistics. This book provides a hands-on roadmap to mastering this technology, bridging the gap between classical statistical rigor and cutting-edge artificial intelligence. Understand time series fundamentals by exploring decomposit-
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(97,30 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Description Data science is one of the fastest-growing fields in technology today, powering decisions across industries through data-driven insights, machine learning, and advanced analytics. The book journeys from the fundamentals of data science to the advanced concepts and applications in the present-day computer vision techniques and data anal
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(97,30 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Description The most influential libraries in modern AI, Hugging Face Diffusers has become one of the key powering breakthroughs in text-to-image generation, reinforcement learning, and large-scale inference pipelines. This book bridges theory and real-world implementation, enabling readers to translate complex AI concepts into scalable, production
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Artificial intelligence systems today are driven by data at unprecedented scale. As machine learning, real-time inference, and generative AI reshape industries, organizations need robust big data platforms to ingest, process, and operationalize vast and complex datasets. Big data has become the backbone of modern AI systems, making data
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Microsoft Azure is at the core of modern digital transformation, enabling organizations to build scalable, secure, and intelligent cloud, data, and AI solutions. As businesses modernize from on-premises systems to cloud-native and analytics-driven architectures, professionals who can design, implement, and operate Azure workloads are in
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Agentic AI is rapidly emerging as the next frontier in artificial intelligence, enabling systems to act autonomously, adapt in real time, and make goal-driven decisions. In todays fast-evolving digital landscape, this technology is reshaping industries by powering intelligent workflows, enhancing efficiency, and unlocking new opportunit
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description AI has become the driving force behind innovation in almost every field from healthcare and education to business and communication. In todays fast-changing world, learning AI is no longer optional; it is a necessity for anyone who wants to stay ahead in the digital age. Python, with its simplicity and vast library support, makes this
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Data lakes are the essential technology for tackling the explosive growth of big data volume, velocity, and variety, moving beyond traditional data warehousing to unlock advanced analytics and machine learning. This comprehensive book begins by clearly defining the differences between the data lake, lake house, and data mesh architectu
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description AI innovation is a leadership mandate, not a tools contest. The organizations that win align data strategy, architecture, and culture to a clear business thesis for AI. This book shows executives and managers how to turn data into an engine for innovation: selecting high-value use cases, building trustworthy systems, and creating operat
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Multimodal models like DeepSeek are redefining what modern systems can achieve. With its reinforcement learning driven architecture, DeepSeek represents a new shift in adaptability, efficiency, and real-world intelligence making it highly useful for todays developers, engineers, and AI enthusiasts. The book is structured to follow the
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Data is the driving force of todays digital economy, and the ability to wrangle, analyze, and model it effectively has become a vital skill across industries. Pythons powerful ecosystem, led by libraries like NumPy, Pandas, and Scikit-learn, enables professionals to transform raw datasets into meaningful insights and build ML solutions
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Data and information visualization has become the single most vital skill for understanding big data and driving effective decision-making. The amount and complexity of information produced in science, engineering, business, and everyday human activity are increasing at staggering rates and visualization helps people understand and anal
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Machine learning has become central to how organizations handle data in todays world. With businesses generating vast amounts of information, the ability to clean, explore, and model data effectively is no longer optional, it is a critical skill for decision-making, innovation, and competitive advantage. This book takes readers on a st
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Healthcare is under pressure to do more with less. Data science and AI are now used to predict risk, reduce avoidable admissions, speed up documentation, and guide clinical decisions. The industry is rapidly being transformed by the power of data, using advanced analytics and predictive models to improve patient care and operational eff
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Amazon Web Services is the world's most comprehensive and broadly adopted cloud computing platform, providing on-demand access to IT resources, such as computing power, database storage, and other essential services, over the internet with pay-as-you-go pricing. With its vast array of services and tools, AWS provides a scalable and flex
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Generative AI and agentic AI are reshaping how we interact with data, enabling intelligent systems that can reason, generate, and autonomously act across multiple modalities. From text and images to voice and structured data, these technologies are increasingly essential in enterprise and research applications today. This book offers
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Artificial intelligence is redefining how software is created, enabling developers to code faster, improve accuracy, and bring innovative ideas to life. In todays competitive technology landscape, AI-assisted programming is no longer optional; its a core skill for building modern web applications and machine learning solutions. This bo
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Building effective AI solutions demands a robust data architecture capable of handling vast, diverse, and real-time data. This book aims to provide a deep exploration of the tools, technologies, strategies, and best practices that necessitate the design, implementation, and management of data architectures tailored to AI. The book star
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Data science is an evolving field, and the ability to effectively prepare and analyze data is a critical skill for any aspiring professional. This book serves as a comprehensive introduction to the foundational concepts and tools of data science, making it ideal for beginners and aspiring data professionals. This book provides a struct
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Modern businesses need scalable, cost-efficient data platforms; however, traditional, fragmented systems are complex and expensive. Snowflake provides a modern, cloud-native, fully managed solution, simplifying data architecture while delivering performance and flexibility. This book helps readers leverage Snowflake's full potential for
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Image processing and computer vision technologies, combined with the rapid advancements in generative AI, have become foundational to many modern applications. As visual data continues to grow exponentially, the ability to analyze, interpret, and generate images using advanced algorithms and AI is more critical than ever for driving inn
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Machine learning is not just an advantage; it is becoming standard practice among top-performing trading firms. As traditional strategies struggle to navigate noise, complexity, and speed, ML-powered systems extract alpha by identifying transient patterns beyond human reach. This shift is transforming how hedge funds, quant teams, and a
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Data engineering is the critical discipline of building and maintaining the systems that enable organizations to collect, store, process, and analyze vast amounts of data, especially for advanced applications like AI and ML. It is about ensuring that it is reliable, accessible, and high-quality for everyone who needs it. This book prov
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description AI is useful when it runs in large machines in data centers, but only when it makes it down to stand-alone edge devices will it unlock countless new use cases and applications. TinyML is transforming AI by bringing ML capabilities to small, low-power devices at the very edge of the network. This book will guide you through building the
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description AI and ML are reshaping industries and creating unprecedented opportunities for innovation. They play a crucial role in helping businesses grow in a multitude of use cases and create applications, used by millions worldwide. Designed for coders of all levels, this book bridges the gap between theoretical concepts and real-world applicat
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Data mining is crucial in business intelligence as it enables organizations to extract valuable insights and patterns from vast datasets, ultimately supporting informed decision-making, enhancing operational efficiency, and driving strategic growth. Validations, model building and interpretations are accomplished through databases, data
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Deep learning is revolutionizing how we approach complex problems, and harnessing its power directly within C++ provides unparalleled control and efficiency. This book bridges the gap between cutting-edge deep learning techniques and the robust, high-performance capabilities of modern C++, empowering developers to build sophisticated AI
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This book explores how generative AI is transforming the healthcare industry, enabling smarter decision-making, enhanced patient care, and improved operational efficiency. This book serves as your essential guide to understanding and applying these cutting-edge technologies, specifically designed for healthcare professionals seeking to
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This book bridges the gap between your existing web development expertise and Flutter's reactive framework, providing a clear pathway to creating engaging user experiences for the web, all powered by the robust Dart language. The book begins with an introduction to Dart, covering its syntax, core concepts, and control flow, before adva
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Generative AI is revolutionizing how we interact with technology, empowering us to create everything from compelling text to intricate code. This book is your practical guide to harnessing the power of open-source libraries, enabling you to build cutting-edge generative AI applications without needing extensive prior experience. In thi
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Large language models (LLMs) like GPT, BERT, and T5 are revolutionizing how we interact with technology powering virtual assistants, content generation, and data analysis. As their influence grows, understanding their architecture, capabilities, and ethical considerations is more important than ever. This book breaks down the essential
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python. The book is divided into four parts. The first covers
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ebook
(69,93 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description PyTorch has become the go-to framework for building cutting-edge large language models (LLMs), enabling developers to harness the power of deep learning for natural language processing. This book serves as your practical guide to navigating the intricacies of PyTorch, empowering you to create your own LLMs from the ground up. You will
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This guide takes readers from core concepts to practical implementations, showcasing DeepSeek's capabilities across industries. Starting with AI evolution and DeepSeek's technical foundations, the book establishes a framework for understanding its innovative problem-solving approach. This technical volume examines DeepSeek's evolution
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Over the past few years, we have seen leaps and strides in ML and most recently generative AI. Companies and software teams are rushing to enhance, rebuild, and create new software offerings with this new intelligence. As they innovate and create delightful new experiences for their customers new challenges arise. Understanding how thes
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Natural language processing (NLP) is revolutionizing how machines understand and interact with human language, creating powerful applications from chatbots to text analytics. This provides a practical, hands-on approach to mastering these technologies, making complex NLP concepts accessible through step-by-step recipes and real-world ex
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Mastering New Age Computer Vision is a comprehensive guide that explores the latest advancements in computer vision, a field that is enabling machines to not only see but also understand and interpret the visual world in increasingly sophisticated ways, guiding you from foundational concepts to practical applications. This book explore
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Digital Image Processing Using Python" offers a comprehensive guide to mastering image processing techniques through practical Python implementations. It equips you with the essential tools and knowledge to manipulate, analyze, and transform digital images using the powerful programming language, Python. This book offers a comprehensiv
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Generative AI is revolutionizing the way we interact with technology. Imagine creating hyper-realistic images, composing original music pieces, or generating creative text formats, all with the help of AI. This book provides a comprehensive exploration of generative AI and its transformative impact across various industries. This book
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Generative AI is changing the way we think about creativity and problem-solving. This book is your go-to guide for understanding and working with this exciting technology. This book offers a clear introduction to generative AI, starting with basics like machine learning and deep learning. It explains key models, including GANs and VAEs
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Statistics is a powerful tool for data analysis, visualization, and inference. Python is a popular programming language that offers a rich set of libraries and frameworks for statistical computing. Together, they can help you solve real-world problems and make informed decisions based on data. This book teaches you how to use Python to
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Mastering Neural Network Computer Vision with TensorFlow and Keras provides a comprehensive guide to using TensorFlow and Keras for computer vision applications. The book enables readers to develop and exercise the skills needed to use sophisticated pre-trained computer vision models, build simple and more advanced neural network models
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This book Artificial Intelligence and Financial Security explores the transformative power of AI in enhancing and safeguarding financial systems. This comprehensive guide looks into AI-driven solutions for fraud detection, risk management, regulatory compliance, and market forecasting. With detailed case studies, actionable insights, a
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algorithms to drive better insights. This book offers a tho
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This book prepares you with the knowledge and skills to confidently excel in the exciting world of machine learning (ML) interviews and launch a successful career in this dynamic field. This book offers a collection of curated questions and answers to help readers understand key ML concepts, including data processing, classification, r
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description Explore the world of generative AI, a technology capable of creating new data that closely resembles reality. This book covers the fundamentals and advances through cutting-edge techniques. It also clarifies complex concepts, guiding you through the essentials of deep learning, neural networks, and the exciting world of generative model
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description Generative AI for Financial Services is a book targeted at any AI practitioner who wants to understand how generative AI works on a fundamental level and extend that learning to risks, challenges, and opportunities in regulated industries like financial services. This book explores generative AI and its applications in financial servic
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description For most modern-day data, graph data models are proving to be advantageous since they facilitate a diverse range of data analyses. This has spiked the interest and usage of graph databases, especially Neo4j. We study Neo4j and cypher along with various plugins that augment database capabilities in terms of data types or facilitate appli
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description Data engineering is the art of building and managing data pipelines that enable efficient data flow for AI/ML projects. This book serves as a comprehensive guide to data engineering for AI/ML systems, equipping you with the knowledge and skills to create robust and scalable data infrastructure. This book covers everything from foundati
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description "Mastering Drone Technology with AI" is a detailed guide to the transformational power of AI in drone technology. It investigates how AI is transforming numerous elements of drone operations, from navigation and flight automation to data analysis and decision-making processes. The book gives readers a thorough knowledge of cutting-edge
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description In today's data-driven world, the ability to extract meaningful insights from vast datasets is crucial for success in various fields. This ultimate book for mastering open-source libraries of data science in Python equips you with the essential tools and techniques to navigate the ever-evolving field of data analysis and visualization.
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description The book is all about the basics of NLP, generative AI, and their specific component LLM. In this book, we have provided conceptual knowledge about different terminologies and concepts of NLP and NLG with practical hands-on. This comprehensive book offers a deep dive into the world of NLP and LLMs. Starting with the fundamentals of Pyt
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description Streamlit Essentials is a comprehensive guide aimed at helping you build interactive data applications using Python. With easy-to-use syntax, it allows developers to quickly build visualizations, dashboards, and machine learning models. This book is a practical guide to building data science applications using the Streamlit framework.
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Artificial Intelligence for Class IX introduces young learners to the exciting world of AI, perfect for students at your level. This book covers the basics of AI, its real-life applications, and how it is changing industries like gaming, transportation, and more. As a Class IX student, you will gain a solid foundation in AI and learn ho
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description Mastering AI and ML algorithms is essential for data scientists. This book covers a wide range of techniques, from supervised and unsupervised learning to deep learning and reinforcement learning. This book is a compass to the most important algorithms that every data scientist should have at their disposal when building a new AI/ML app
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description "High-Performance Algorithmic Trading using AI" is a comprehensive guide designed to empower both beginners and experienced professionals in the finance industry. This book equips you with the knowledge and tools to build sophisticated, high-performance trading systems. It starts with basics like data preprocessing, feature engineering,
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Python's intuitive syntax and beginner-friendly nature makes it an ideal programming language for financial professionals. It acts as a bridge between the world of finance and data analysis. This book will introduce essential concepts in financial analysis methods and models, covering time-series analysis, graphical analysis, technical
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Description Statistics is an important skill set to have when working as a quality analyst, a mathematician, a data analyst, a software engineer, or any analytical job. This book, "Implementing Statistics with Python," will teach you the basics of statistics and how to use Python to analyze data. You will learn to find patterns, quantify uncertaint
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Our book explains learning algorithms related to real-world problems, with implementations in languages like R, Python, etc. Key Features Basic understanding of machine learning algorithms via MATLAB, R, and Python. Inclusion of examples related to real-world problems, case studies, and questions related to futuristic technologies. Adding futu
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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This book intends to provide a collection of various MCQs on data science Key Features Comprehensive coverage of data science concepts and features. Multiple-choice questions to test and assess knowledge effectively. Over 5000 multiple-choice questions for practice. Description This book is a comprehensive manual created to assess and improve
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Observe, optimize, and transform in finance Key Features Learn observability basics in finance. Monitor financial data with logs and alerts and improve data security. Identify the key metrics for financial oversight. Use new tech for financial observability. This book explains the role of observability in the finance sector, showing how ne
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(46,15 zł najniższa cena z 30 dni)
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Explore the world of Artificial Intelligence with a deep understanding of Machine Learning concepts and algorithms Key Features A detailed study of mathematical concepts, Machine Learning concepts, and techniques. Discusses methods for evaluating model performances and interpreting results. Explores all types of Machine Learning (supervised, u
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Architecting AI: Design patterns for building deep learning products Key Features Master foundational concepts in design patterns of deep learning. Benefit from practical insights shared by an industry professional. Learn to build data products using deep learning. Description Design Patterns of Deep Learning with TensorFlow is your comprehen
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(46,15 zł najniższa cena z 30 dni)
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Empowering AI innovations: The fusion of microservices and ML KEY FEATURES Microservices and ML fundamentals, advancements, and practical applications in various industries. Simplify complex ML development with distributed and scalable microservices architectures. Discover real-world scenarios illustrating the fusion of microservices and ML, s
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(46,15 zł najniższa cena z 30 dni)
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Do not just talk AI, build it: Your guide to LLM application development KEY FEATURES Explore NLP basics and LLM fundamentals, including essentials, challenges, and model types. Learn data handling and pre-processing techniques for efficient data management. Understand neural networks overview, including NN basics, RNNs, CNNs, and transformers
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(46,15 zł najniższa cena z 30 dni)
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Your key to transformer based NLP, vision, speech, and multimodalities Key Features Transformer architecture for different modalities and multimodalities. Practical guidelines to build and fine-tune transformer models. Comprehensive code samples with detailed documentation. Description This book covers transformer architecture for various app
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(46,15 zł najniższa cena z 30 dni)
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Build high-impact ML/AI solutions by optimizing each step KEY FEATURES Build and fine-tune models for maximum performance. Practical tips to make your own state-of-the-art AI/ML models. ML/AI problem solving tips with multiple case studies to tackle real-world challenges. DESCRIPTION This book approaches data science solution building using
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Data miners survival kit for explainable, effective, and efficient algorithms enabling responsible decision-making KEY FEATURES Accessible, and case-based exploration of the most effective data mining techniques in Python. An indispensable guide for utilizing AI potential responsibly. Actionable insights on modeling techniques, deployment tech
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(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Turn raw data into meaningful solutions KEY FEATURES Complete guide to master data science basics. Practical and hands-on examples in ML, deep learning, and NLP. Drive innovation and improve decision making through the power of data. DESCRIPTION Learn Data Science from Scratch equips you with the essential tools and techniques, from Python l
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Learn to unleash the power of AI creativity KEY FEATURES Understand the core concepts related to generative AI. Different types of generative models and their applications. Learn how to design generative AI neural networks using Python and TensorFlow. DESCRIPTION This book researches the intricate world of generative Artificial Intelligence
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(46,15 zł najniższa cena z 30 dni)
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Unleash the hidden potential of Python to emerge as a change maker of contemporary industry KEY FEATURES Explore Python commands for RPA, workflows and hyperautomation. Concise chapters with lucid examples and elaborate codes that make learning interesting. Practical industry use case at the end of every chapter to highlight its real world app
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Unveiling insights, unleashing potential: Navigating the depths of data warehousing and mining for a data-driven tomorrow KEY FEATURES Explore concepts ranging from fundamentals to advanced techniques of data warehouses and data mining. Translate business questions into actionable strategies to make informed decisions. Gain practical implement
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Unlocking computer vision with Python and OpenCV KEY FEATURES Practical solutions to image processing challenges. Detect and classify objects in images. Recognize faces and text from images using character detection and recognition models. DESCRIPTION Neural Network Computer Vision with OpenCV equips you with professional skills and knowledg
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Unveiling the power and potential of Generative AI for a limitless future KEY FEATURES Holistic and accessible journey into Generative AI. Indispensable guide for unleashing Generative AI potential. Transforming technology, business, art, and innovation, covering technological advancements and business optimization. DESCRIPTION The Potential
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Analyze, Architect, and Innovate with Databricks Lakehouse KEY FEATURES Create a Lakehouse using Databricks, including ingestion from source to Bronze. Refinement of Bronze items to business-ready Silver items using incremental methods. Construct Gold items to service the needs of various business requirements. DESCRIPTION The Databricks Lak
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Harness the power of MLOps for managing real time machine learning project cycle KEY FEATURES Comprehensive coverage of MLOps concepts, architecture, tools and techniques. Practical focus on building end-to-end ML Systems for Continual Learning with MLOps. Actionable insights on CI/CD, monitoring, continual model training and automated retrain
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Unlock the power of AI with Python: Your Journey from Novice to Neural Nets KEY FEATURES Learn to code in Python and use Google Colab's hardware accelerators (GPU and TPU) to train and deploy AI models efficiently. Develop Convolutional Neural Networks (CNNs) using the TensorFlow 2 library for computer vision tasks. Develop sequence, attention
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Learn how to build a complete machine learning pipeline by mastering feature extraction, feature selection, and algorithm training KEY FEATURES Develop a solid understanding of foundational principles in machine learning. Master regression and classification methods for accurate data prediction and categorization in machine learning. Dive into
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Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization KEY FEATURES Get familiar with the fundamentals of data architecture and Cloud computing. Design and deploy enterprise data architectures on the Cloud. Learn how to leverage AI/ML to gain insights from data. DESCRIPTION Clo
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Learn how to build an end-to-end data to AI solution on Google Cloud using Vertex AI KEY FEATURES Harness the power of AutoML capabilities to build machine learning models. Learn how to train custom machine learning models on the Google Cloud Platform. Accelerate your career in data analytics by leveraging the capabilities of GCP. DESCRIPTIO
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A hands-on guide to building and deploying deep learning models with Python KEY FEATURES Acquire the skills to perform exploratory data analysis, uncover insights, and preprocess data for deep learning tasks. Build and train various types of neural networks, including Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). G
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Learn how to deploy complex machine learning models on single board computers, mobile phones, and microcontrollers KEY FEATURES Gain a comprehensive understanding of TinyML's core concepts. Learn how to design your own TinyML applications from the ground up. Explore cutting-edge models, hardware, and software platforms for developing TinyML.
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A guide to understand the basics of machine learning and its application in the field of education KEY FEATURES Create a more efficient and effective learning environment that meets the needs of all students. Learn how to use the profound Machine learning advancements in the field of education. Understand how students can use machine learning
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A comprehensive guide to Deep Learning for Beginners KEY FEATURES Learn how to design your own neural network efficiently. Learn how to build and train Recurrent Neural Networks (RNNs). Understand how encoding and decoding work in Deep Neural Networks. DESCRIPTION Deep Learning has become increasingly important due to the growing need to pro
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Deploy, manage, and scale Machine Learning models with MLOps effortlessly KEY FEATURES Explore several ways to build and deploy ML models in production using an automated CI/CD pipeline. Develop and convert ML apps into Android and Windows apps. Learn how to implement ML model deployment on popular cloud platforms, including Azure, GCP, and AW
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A step-by-step guide that will teach you how to deploy TinyML on microcontrollers KEY FEATURES Deploy machine learning models on edge devices with ease. Leverage pre-built AI models and deploy them without writing any code. Create smart and efficient IoT solutions with TinyML. DESCRIPTION TinyML, or Tiny Machine Learning, is used to enable m
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A multifaceted approach to develop an understanding of AI and its potential applications KEY FEATURES AI-informed focuses on AI foundation, applications, and methodologies. AI-inquired focuses on computational thinking and bias awareness. AI-innovate focuses on creative and critical thinking and the Capstone project. DESCRIPTION AI is a dis
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Learn how to use AutoML to leverage Machine Learning for solving business problems KEY FEATURES Get familiar with the common machine learning problems and understand how to solve them. Understand the importance of different types of data and how to work with them effectively. Learn how to use machine learning and AutoML tools to solve real-wor
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A complete guide that will help you get familiar with Machine Learning models, algorithms, and optimization techniques KEY FEATURES Understand the core concepts and algorithms of Machine Learning. Get started with your Machine Learning career with this easy-to-understand guide. Discover different Machine Learning use cases across different dom
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A practical guide that will help you build AI and ML solutions faster with fewer efforts and no programming knowledge KEY FEATURES Start your journey to become an AI expert today. Learn how to build AI solutions to solve complex problems in your organization. Get familiar with different No-code AI tools and platforms. DESCRIPTION No-Code Ar
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Bring elasticity and innovation to Machine Learning and AI operations KEY FEATURES Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational with ML. Packed with real-world examples, practical guides, and expert data science methods for improving AI/ML education on AWS. Includes ready-made, purpose-bui
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Explore different web mining techniques to discover patterns, structures, and information from the web KEY FEATURES A complete overview of the basic and advanced concepts of Web mining. Work with easy-to-use open-source Python libraries for Web mining. Get familiar with the various beneficial areas and applications of Web mining. DESCRIPTION
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Explore the Essential Concepts, Tools, and Services in GCP KEY FEATURES Build a solid foundation of the Google Cloud Platform. Work with different AI and Machine Learning services offered by Google Cloud. Learn how to use Google cloud services to build scalable apps. DESCRIPTION Google Cloud platform has a suite of cloud computing services f
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Mathematical Codebook to Navigate Through the Fast-changing AI Landscape KEY FEATURES Access to industry-recognized AI methodology and deep learning mathematics with simple-to-understand examples. Encompasses MDP Modeling, the Bellman Equation, Auto-regressive Models, BERT, and Transformers. Detailed, line-by-line diagrams of algorithms, and t
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A step-by-step guide to get started with Machine Learning KEY FEATURES Understand different types of Machine Learning like Supervised, Unsupervised, Semi-supervised, and Reinforcement learning. Learn how to implement Machine Learning algorithms effectively and efficiently. Get familiar with the various libraries & tools for Machine Learning.
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Unlock the Potential of Data Science and Machine Learning to Your Business and Organization KEY FEATURES Includes today's most popular applications powered by data science and machine learning technology. A solid primer on the entire data science lifecycle, detailed with examples. An integrated approach to demonstrating the use of Image Proces
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Explore the IoT with other emerging technologies like Artificial Intelligence, Machine Learning, Cloud Computing, and Blockchain Technology KEY FEATURES Learn from the basics of Internet of Everything, Industry 4.0, and Society 5.0. Check your knowledge with self-assessment questions and case studies. Supports the Government of India project D
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Introducing Practical Smart Agents Development using Python, PyTorch, and TensorFlow KEY FEATURES Exposure to well-known RL techniques, including Monte-Carlo, Deep Q-Learning, Policy Gradient, and Actor-Critical. Hands-on experience with TensorFlow and PyTorch on Reinforcement Learning projects. Everything is concise, up-to-date, and visually
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Enable data and AI workloads with absolute security and scalability KEY FEATURES Detailed, step-by-step instructions for every data professional starting a career with data engineering. Access to DevOps, Machine Learning, and Analytics wirthin a single unified platform. Includes design considerations and security best practices for efficient u
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Develop AI based real-world Applications KEY FEATURES Provides a practical understanding of AI, including its concepts, tools and techniques. Includes step-by-by-step instructions for implementing machine learning and deep learning algorithms and features. Complex datasets and examples are used to expose mathematical illustrative and pseudo-co
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Accelerate the delivery of software, data, and machine learning KEY FEATURES Each chapter harmonizes the DevOps, Data Engineering, and Optimized Machine Learning cultures. Equips readers with AGILE skills to continuously re-prioritize production backlogs. Containerization, Docker, Kubernetes, DataOps, and MLOps are all rolled together. DESCRI
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Explore the cosmic secrets of Distributed Processing for Deep Learning applications. KEY FEATURES In-depth practical demonstration of ML/DL concepts using Distributed Framework. Covers graphical illustrations and visual explanations for ML/DL pipelines. Includes live codebase for each of NLP, computer vision and machine learning applications.
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Explore Azure AI Platform Key Features Easy-to-follow tutorial for getting started with the Azure AI platform. Integrated platform for developing, deploying, and managing AI apps. Includes real-world scenarios and use-cases to fully explore Azure AI Platform. Description Microsoft Azure AI A Beginner's Guide explains the fundamentals of Azure
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Make use of the most advanced machine learning techniques to perform NLP and feature extraction Key Features Learn about pre-trained models, deep learning, and transfer learning for NLP applications. All-in-one knowledge guide for feature engineering, NLP models, and pre-processing techniques. Includes use cases, enterprise deployments, and a r
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A beginners guide to learn ROS, robotics platform, and practice building robotics system Key Features A step-by-step guide covering the robot's design, assembly, navigation and control. Numerous techniques, ROS packages, object detection and image processing concepts included. Practical exercises and sample codes to robotics design, simulation,
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Work with TensorFlow and Keras for real performance of deep learning Key Features Combines theory and implementation with in-detail use-cases. Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts. Exposure to Distributed Training, GANs and Reinforcement Learning. Description Mastering TensorFlow 2.x is a must to read and practice
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Implementing ML pipelines using MLOps Key Features In-depth knowledge of MLOps, including recommendations for tools and processes. Includes only open-source cloud-agnostic tools for demonstrating MLOps. Covers end-to-end examples of implementing the whole process on Google Cloud Platform. Description This book will provide you with an in-depth
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A Practising Guide to TensorFlow and Deep Learning Key Features Equipped with a necessary introduction to Deep Learning and AI. Includes demos and templates to give your projects a good start. Find more on the most important facets of AI, image, and speech recognition. Description This book begins with the configuration of an Anaconda developm
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Build machine learning models and train them to make Android applications much smarter. Key Features Learn by doing, training, and evaluating your own machine learning models. Includes pre-trained TensorFlow models for image processing. Explains practical use cases of artificial intelligence in Android. Description This book features technique
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A Complete Data Analytics Guide for Learners and Professionals. Key Features Learn Big Data, Hadoop Architecture, HBase, Hive and NoSQL Database. Dive into Machine Learning, its tools, and applications. Coverage of applications of Big Data, Data Analysis, and Business Intelligence. Description These days critical problem solving related to dat
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Covers Data Science concepts, processes, and the real-world hands-on use cases. Key Features Covers the journey from a basic programmer to an effective Data Science developer. Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. Implementation of MLOps using Microsoft Azure DevOps. Description "How is the Data Science
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Master the ML process, from pipeline development to model deployment in production. Key Features Prime focus on feature-engineering, model-exploration & optimization, dataops, ML pipeline, and scaling ML API. A step-by-step approach to cover every data science task with utmost efficiency and highest performance. Access to advanced data engineer
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rives next generation path with latest design techniques and methods in the fields of AI and Deep Learning Key Features Extensive examples of Machine Learning and Deep Learning principles. Includes graphical demonstrations and visual tutorials for various libraries, configurations, and settings. Numerous use cases with the code snippets and exa
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An insightful journey to MLOps, DevOps, and Machine Learning in the real environment. Key Features Extensive knowledge and concept explanation of Kubernetes components with examples. An all-in-one knowledge guide to train and deploy ML pipelines using Docker and Kubernetes. Includes numerous MLOps projects with access to proven frameworks and t
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Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment. Key Features In-depth explanation and code samples highlighting the features of the Julia language. Extensive coverage of the Julia development ecosystem, package management, DevOps environment integration, and perfo
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Build AI applications using Python to intelligently interact with the world around you. Key Features Covers the practical aspects of Machine Learning and Deep Learning concepts with the help of this example-rich guide to Python. Includes graphical illustrations of Natural Language Processing and its implementation in NLTK. Covers deep learning
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Explore the infinite possibilities offered by Artificial Intelligence and Neural Networks Key Features Covers numerous concepts, techniques, best practices and troubleshooting tips by community experts. Includes practical demonstration of robust deep learning prediction models with exciting use-cases. Covers the use of the most powerful researc
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Guide to Marketing Automation and Accelerated ROI on Advertising Key Features Demonstrates how a DSP works, its bidding strategies, impression tracking, and configurations. Exemplifies how AI/ML simplifies bidding strategies. Illustrates how SSP, exchange, ad-server, and header-bidding (client and server-side) work in detail. Description This
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Concepts of Machine Learning with Practical Approaches. Key Features Includes real-scenario examples to explain the working of Machine Learning algorithms. Includes graphical and statistical representation to simplify modeling Machine Learning and Neural Networks. Full of Python codes, numerous exercises, and model question papers for data scie
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A problem-focused guide for tackling industrial machine learning issues with methods and frameworks chosen by experts. Key Features Popular techniques for problem formulation, data collection, and data cleaning in machine learning. Comprehensive and useful machine learning tools such as MLFlow, Streamlit, and many more. Covers numerous machine
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