Wydawnictwo Packt Publishing - ebooki
Tytuły książek wydawnictwa: Packt Publishing
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This third edition teaches you to design, test, and deploy AI-driven trading systems using the 7-Stage ML4T Workflow, covering Generative AI, causal inference, and MLOps for robust, adaptive, and systematic strategies.-
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(29,90 zł najniższa cena z 30 dni)
206.10 zł
229.00 zł(-10%) -
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Learn to build practical computer vision solutions with OpenCV 5 and Python 3, covering image and video processing, object detection and tracking, face recognition, machine learning, 3D vision, augmented reality, and cloud computing.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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You will learn how to measure, visualize, and manipulate the internal components of LLMs including embeddings, transformer outputs, hidden-states, attention, and MLP layers directly.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Master the tools and techniques for implementing cutting-edge deep learning systems using C++, enabling lightning-fast model performance in production and real-time environments.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Build scalable, secure data solutions on Azure Databricks. Learn ingestion, transformation, real-time streaming, Unity Catalog governance, and ML workflows to make Databricks your central data engineering platform.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Discover traits of data platforms, data mesh, automation, and observability. Design trusted data products with contracts, federated governance, and decentralized ownership, and explore how GenAI accelerates Lakehouse development and analytics.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Deepen your theoretical knowledge and enhance your ability to solve complex machine learning problems with structured guidance. Gain the confidence to engage with advanced ML literature and tailor algorithms to meet your project requirements.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Learn to implement a variety of practical Python solutions for time series analysis and anomaly detection. Working through recipes, you'll be able to extract insights and create forecasts using statistical, machine learning, and deep learning models.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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This thoroughly revised and expanded second edition demonstrates on over 800 pages how machine learning can add value to algorithmic trading in a practical yet comprehensive way. It has four parts that cover how to work with a diverse set of market, fundamental, and alternative data sources, design ML solutions for real-world trading challenges, an
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(29,90 zł najniższa cena z 30 dni)
233.10 zł
259.00 zł(-10%) -
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Fully updated with PyTorch and the latest additions to scikit-learn. Packed with clear explanations, visualizations, and working examples, the book covers essential machine learning techniques in depth, along with two cutting-edge machine learning techniques: transformers and graph neural networks.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Gain practical skills in time series forecasting, time series analysis, and predictive modeling with Python. Learn ARIMA, SARIMA, gradient boosting, recurrent neural networks, and feature engineering through real-world forecasting examples.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manip
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(29,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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This book takes the reader from understanding how markets and data work to building their first fully automated trading strategy. Along the way, they learn to design, test, and deploy systematic trading systems.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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A practical guide for migrating from legacy or cloud warehouses to Databricks. Learn to plan safe migrations, design governed lakehouse architectures, and unlock AI, real-time analytics, and data products on a scalable platform
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn how to solve real-world image processing and computer vision problems with Python by implementing algorithms ranging from classical techniques to machine learning, deep learning, and generative AI models.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Master Python data analysis through practical examples covering data wrangling, visualization, machine learning, Generative AI, NLP, and image analytics. Build scalable data pipelines with pandas, Dask, and PySpark.
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(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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If you have prior exposure to data science and want to start working with deep learning for time-series forecasting, this book is for you. We'll walk you through real-world examples so you can learn how to tackle almost any time series challenge.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Starting with the fundamentals of IoT supported with real-world use cases, this book will take you through every aspect of building an IoT device using ESP32 from scratch. With each chapter, you'll progressively enhance your IoT applications with features like sensor communication, integrating popular IoT libraries (such as LittleFS and LVGL), conn
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Turn financial AI prototypes into trustworthy production systems. This practical guide shows you how to build, evaluate, govern, and deploy LLMs, RAG pipelines, fine-tuned models, and AI agents across trading, banking, risk, compliance, and research.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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This book offers a detailed introduction to information theory, covering entropy, coding, and data compression. It explores advanced topics like noisy channels, rate distortion, and the connection between information and thermodynamics.
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Information Theory. A Tutorial Introduction to the Principles and Applications of Information Theory
(29,90 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Predict the future with confidence with this practical guide on building and deploying powerful time series forecasting models. New content on transformers and probabilistic modeling makes it a must-read for tackling complex forecasting challenges.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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This hands-on book will help you make your machine learning models fairer, safer, and more reliable and in turn improve business outcomes. Every chapter introduces a new mission where you learn how to apply interpretation methods to realistic use cases with methods that work for any model type as well as methods specific for deep neural networks.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book is a guide to explore how accelerating of computer vision applications using GPUs will help you develop algorithms that work on complex image data in real time. It will solve the problems you face while deploying these algorithms on embedded platforms with the help of development boards from NVIDIA such as the Jetson TX1, Jetson TX2, and
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Bioinformatics is evolving rapidly with advances in sequencing technologies, AI, and cloud computing. This book offers practical solutions and a strong foundation to help you actively engage in this dynamic and growing field.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This practical LLM guide explores design patterns that are particularly effective in optimizing and deploying LLMs in enterprise environments. It provides a toolkit for harnessing the power of LLMs to solve complex challenges and drive innovation.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Mastering OpenCV, now in its third edition, targets computer vision engineers taking their first steps toward mastering OpenCV. Keeping the mathematical formulations to a solid but bare minimum, the book delivers complete projects from ideation to running code, targeting current hot topics in computer vision such as face recognition, landmark detec
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book bridges theory-heavy quantum texts and practical ML engineering. It shows readers how to build, benchmark, and evaluate hybrid quantum–classical models using familiar Python tools, while separating real potential from hype.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Building Production AI Agents for the Web is your practical guide to designing and deploying agentic web applications powered by Large Language Models (LLMs).
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book will help you build scalable training and inference systems for large AI models. From hardware and resource estimation to cluster orchestration and deployment, this book shows you how to implement production-ready distributed AI systems.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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A fully updated second edition that bridges NLP fundamentals with the latest in AI. New chapters on LLMs, RAG, LangChain, and autonomous agents help you build advanced language solutions with hands-on Python examples.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This hands-on guide explores how to design AI agents powered by Retrieval-Augmented Generation (RAG), with cutting-edge coverage of memory systems, LangMem, and GraphRAG
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Build practical skills in GenAI development with DeepSeek, one of the most widely adopted open-source LLMs. This hands-on guide covers architecture, prompting, agent design, and deployment to help you integrate DeepSeek into advanced workflows.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book shows you how to develop on-premise architecture, build AI analytics, and leverage AWS and Azure cloud to create your Industrial Internet of Things (IIoT) platform.
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(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Unlock the power of generative AI with LLMs, vector databases, Python, and MongoDB. Build intelligent apps, master retrieval-augmented generation, optimize models, and explore real-world use cases.
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(29,90 zł najniższa cena z 30 dni)
188.10 zł
209.00 zł(-10%) -
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As machine learning algorithms become more powerful, data scientists need a clear grasp of their key components. This book explains the core math principles underpinning the most used algorithms, detailing their importance and practical applications.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Develop your Python machine learning skills with the latest techniques. Dive into NLP transformers, multimodal vision models, and best practices. Explore neural networks, clustering, and GPT with hands-on examples in PyTorch and TensorFlow.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Explore the Databricks Data Intelligence Platform for developing and deploying ML data products. This book will help you build your expertise with projects, involving streaming, forecasting, image classification, and retrieval of augmented generation.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book provides a comprehensive guide to leveraging the immense potential of transformers for NLP and vision tasks. It covers the architectural innovations that have led to unprecedented natural language capabilities, along with the associated risks and mitigation strategies.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Discover data labeling methods through Python libraries, ML algorithms, and generative AI with this guide covering best practices, advanced methods, and tools. This book will simplify model training for regression, classification, and clustering.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Bayesian inference uses probability distributions and Bayes' theorem to build flexible models. This book uses PyMC to abstract all mathematical and computational details from this process, allowing readers to solve a range of data science problems.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book takes a unique problem–solution approach to handling complex tasks in the bioinformatics domain using different datasets present in the book. With the help of real-world examples, you'll learn to put each independent recipe to use to tackle problems in the field of bioinformatics.
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(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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With practical and in-depth coverage of everything from the basics of dataset construction to the intricacies of deep learning, Machine Learning for Emotion Analysis in Python introduces you to emotion analysis and helps you accelerate your business growth.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Running machine learning on microcontrollers enables everyday objects to make smarter decisions through minimum interactions with the end user. This book features useful and exciting recipes that help you combine the capabilities of embedded ultra-low-power systems and machine learning for AI-powered IoT devices.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Being the first book in the market to dive deep into the Transformers, this book is a step-by-step guide for data and AI practitioners to help enhance the performance of language understanding and gain expertise with hands-on implementation of transformers with Python, PyTorch, and TensorFlow
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(29,90 zł najniższa cena z 30 dni)
242.10 zł
269.00 zł(-10%) -
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Deep Learning from the Basics provides a step-by-step guide to these complex algorithms, from the ground up. From the basics of machine learning to multilayer neural networks, this book presents a thorough overview of these technologies enabling you to implement your own programs right away.
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(29,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This guide will help you to explore automated machine learning (AutoML), a rapidly growing subfield of machine learning. You'll learn how you can use AutoML to fully automate the machine learning process even if you're not an expert, and in turn increase your productivity drastically.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book will present a variety of CV algorithms using the standard library. It will implement any shortfall that might come in CV by practicing the recipes that implement various tasks such as image processing and object recognition among others. It will help you in implementing CV algorithms to meet the technical requirement of your projects.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book enables you to develop financial applications by harnessing Python's strengths in data visualization, interactive analytics, and scientific computing. You will be using popular libraries such as TensorFlow, Keras, scikit-learn, and so on to extend the functionalities of your financial applications by using smart machine learning technique
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Processing big data in real time is challenging due to scalability, information inconsistency, and fault tolerance. Big Data Analysis with Python teaches you how to use tools that can control the data avalanche for you. With this book, you'll learn effective techniques to aggregate data into useful dimensions for posterior analysis, extract statist
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ebook
(29,90 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł(-10%) -
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This Learning Path is your guide to understanding OpenCV concepts and algorithms through real-world examples and projects. By taking this Learning Path, you will be able to work on complex projects that involves image processing, motion detection, and image segmentation.
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(29,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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With the help of this book, you'll build smart algorithmic models using machine learning algorithms covering tasks such as time series forecasting, backtesting, trade predictions, and more using easy-to-follow examples. By the end, you'll be able to adopt algorithmic trading in your own business and implement intelligent investigative strategies.
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(29,90 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Julia, with its dynamic nature and high-performance, provides comparatively minimal time for the development of computational models with easy-tomaintain computational code. This book will be your solution-based guide as it will take you through different programming aspects with Julia.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Apache Spark Deep Learning Cookbook presents useful tips and tricks to overcome any problem related to building efficient distributed deep learning applications on Apache Spark. With the help of this book, you will leverage powerful deep learning libraries such as TensorFlow to develop your models and ensure their optimum performance.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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This book will help you implement Splunk 7's new services and will show you how to utilize them to quickly and efficiently process machine-generated big data. You will explore Splunk Cloud and the Machine Learning Toolkit and use them with ease throughout your organization. By the end of the book, you will have learned to implement these services i
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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152.10 zł
169.00 zł(-10%) -
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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(29,90 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Explore the essentials of linear regression using Python, covering topics like finding the best-fitting line, assessing statistical significance, and advanced methods such as Bayesian regression, all supported by Python code examples.
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(29,90 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Every organization wants an agile, performant, and cost-effective data platform that meets all their current and future business needs. Purpose-built AWS analytics services and their features play a big part in building such a modern data platform. This book brings to you all the design and architectural patterns that'll help you achieve this goal.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Reimagine enterprise data by implementing Oracle ML and GenAI workflows that drive innovation, improve decision making, and equip you with advanced skills to deliver intelligent, business-ready AI solutions.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book explores the foundations of probability and statistics, guiding readers through key concepts like distributions, hypothesis testing, Bayesian models, and Markov processes. Essential for machine learning.
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(29,90 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Master deep learning with TensorFlow, Keras, and PyTorch. Explore neural networks, CNNs, RNNs, Transformers, and GANs through theory, practical exercises, and real-world applications. Learn to deploy AI models on cloud and edge devices with ease.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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A detailed introduction to machine learning and Python, blending theoretical concepts with hands-on applications, empowering readers to tackle data science challenges.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Master calculus fundamentals essential for AI and machine learning. This guide covers derivatives, integrals, limits, and multivariable calculus, emphasizing applications in neural networks, optimization, and data science techniques.
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(29,90 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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This book will help you gain expertise in genetic algorithms, how they work, and when and how to use them to create Python-based apps. By the end of this book, you'll have hands-on experience in applying genetic algorithms to AI and other domains.
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(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Learn the core concepts of linear algebra essential for machine learning. This course guides you through vectors, matrices and their applications culminating in principal component analysis, making it a perfect guide for beginners and professionals.
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(29,90 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Explainable AI is a set of techniques used to demystify the outcome of machine learning and AI models, making algorithms more trustworthy and transparent by justifying model predictions. This book helps you to learn how to design explainable ML systems for industrial applications considering the best practices.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Machine Learning in Biotechnology and Life Sciences is a critically timed book for scientists and developers working in the biotechnology sector. This book takes a hands-on approach to bridging the gap for scientists who have a strong desire to learn and apply AI methods within their roles to drive efficiency and agility in their company.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Now in its third edition, this is the original book on OpenCV's Python bindings. Readers will learn a great range of techniques and algorithms, from the classics to the state-of-the-art, and from geometry to machine learning. All of this is in aid of solving practical computer vision problems in well-built applications.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Machine Learning in the healthcare domain is booming because of its abilities to provide accurate and stabilized techniques. This book is packed with new methodologies to create efficient solutions for healthcare analytics. We will build five end-to-end projects to evaluate the efficiency of AI apps to carry out simple-to-complex healthcare analyti
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(29,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book helps you learn modern time series analysis with R to move beyond forecasting into causal inference, anomaly detection, and dynamic reporting, equipping you with practical skills to solve real-world business challenges.
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(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This revised edition of Graph Machine Learning extends its coverage with new chapters on LLMs and temporal graph learning and updated libraries making it an essential resource for modern data scientists.
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(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This is a hands-on guide to building intelligent AI systems that augment LLMs with real-world knowledge and autonomous decision-making. You'll learn to integrate retrieval, knowledge graphs, and multi-agent techniques for advanced problem-solving.
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(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Learn how applied graph deep learning crafts intelligent systems by decoding data's interconnected nature with modern deep learning and see how sophisticated graph-based models yield precision, revealing fresh insights across diverse domains.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book teaches you how to recognize problems in cybersecurity where AI adds value, design and implement efficient solutions, and understand where and when to apply these methods to solve cybersecurity problems.
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(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This book presents a hands-on learning approach to data science, machine learning, generative AI, and AI orchestration by guiding you through various experiments using Polyglot Notebooks.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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NLP for Practitioners with Elastic is a foundational guide that helps you get to grips with the fundamentals of vectors and embedding models. Using a hands-on approach, you'll be able to enhance your search use case with vector search using Elastic. The book covers kNN search, NLP capabilities, and the current state of vector search databases.
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(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Algorithms play an important role in computing, so a deeper understanding of an algorithm's logic and mathematics is essential. Beyond traditional computing, being able to apply these algorithms to real-world problems is a necessary skill and what this book focuses on.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This is a reference handbook that'll enable enterprise data and AI architects to create best-in-class architectures for data engineering, data science, data warehousing, and data serving on Azure. This book also serves as a reference to help cloud architects to understand the operations required for building optimal architectures.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Hands-On Graph Neural Networks Using Python is a comprehensive guide to building and training graph neural networks for a variety of real-world applications. With clear explanations and plenty of hands-on examples, this book is a valuable resource for anyone looking to learn about and apply graph neural networks to their own projects.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Network Science with Python provides a hands-on approach to the theory and implementation of network science. You'll get a comprehensive explanation of how to use graph networks for data science using Python.
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(29,90 zł najniższa cena z 30 dni)
134.10 zł
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Data scientists working with Azure will be able to put their knowledge to work with this practical guide to Azure Machine Learning focused on leveraging the SDK V2 and CLI V2. With detailed steps and explanations, you'll learn how to build and productionize end-to-end machine learning solutions using Azure ML.
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This book helps you accelerate machine learning model development with BigQuery ML. Throughout the book, you'll use various ML models to learn about BigQuery ML features and discover how to apply them to different business scenarios. This book will help you to extend existing SQL capabilities to leverage the full potential of machine learning.
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GPUs are designed for maximum throughput, but are subject to low-level subtleties. In contrast, Python is a high-level language that favours ease of use over speed. In this book, we will combine the power of both Python and CUDA to help you create high performing Python applications by using open-source libraries such as PyCUDA and SciKit-CUDA.
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Hands-On GPU Programming with Python and CUDA. Explore high-performance parallel computing with CUDA
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Dive into AI fundamentals with our course, tailored for beginners to demystify AI concepts, techniques, and their impact, setting the stage for future innovation and ethical application.
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Build real AWS ML solutions and get fully prepared for the MLA-C01 exam with practical labs, case studies, and guided practice. Learn to design, deploy, and monitor machine-learning workloads using SageMaker and modern AWS AI services.
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Discover how to revolutionize your BIM data workflows using AI-powered dashboards, Python scripting, and Revit automation to drive smarter decisions and improved project outcomes.
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This book helps you learn to scale, automate, and operationalize machine learning workflows in Azure and confidently pass the Microsoft Certified Azure Data Scientist Associate exam (DP-100).
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This book teaches you to build and train Graph Neural Networks (GNNs) with PyTorch Geometric. From graph theory basics through production-ready architectures, this second edition adds Graph Transformers, graph databases, LLM integration, and Graph Foundation Models.
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Explore Bayesian networks, graphical models, and causal inference for probabilistic reasoning and treatment effect estimation. Learn do-calculus, structural causal models, and causal machine learning methods with practical examples and hands-on implementations in R and Python.
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This hands-on book teaches you how to design, build, optimize, and secure generative AI systems and AI agents on AWS. As you progress through the chapters, you'll leverage various AWS services to automate end-to-end LLMOps pipelines.
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Uncover the architecture and engineering principles behind Milvus, the leading open-source vector database. This book helps you confidently deploy, optimize, and integrate Milvus into real-world AI and vector search systems.
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Learn how Reinforcement Learning from Human Feedback (RLHF) aligns AI models with human values. Explore reinforcement learning fundamentals, reward modeling, and fine-tuning large language models to build trustworthy, human-centered AI systems.
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Develop production-ready NLP and LLM pipelines with Haystack using strict tool contracts, and orchestrate context-aware, observable RAG and agentic workflows with LangGraph for scalable, customizable AI applications.
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This latest edition of the bestselling Kaggle Book offers a clear path to cracking Kaggle competitions and serves as an all-encompassing guide to upgrading your skills and career as a data scientist.
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Scikit-learn is a powerful, open-source ML library for Python that provides efficient tools for model development and deployment. It's a user-friendly framework for implementing ML algorithms and is used widely by industry professionals.
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This practical guide empowers AI and tech leaders to bridge the business–technology divide by optimizing the full AI lifecycle, from strategy and prototyping to scaling and governance, using proven frameworks and enterprise case studies.
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This book provides a beginner-friendly introduction to AI and Machine Learning. Through clear explanations and Python tutorials, it covers deep learning, NLP, and ethical AI, helping readers gain practical knowledge for real-world applications.
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This accessible guide covers Python fundamentals and core machine learning concepts. Ideal for complete beginners looking to break into tech and data science.
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This book helps you to master MLOps with a cloud-native, platform-agnostic approach, and build reproducible pipelines, automate deployment, monitor models, as well as explore LLMOps using real-world, multi-cloud case studies for next-gen AI success.
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This book helps you gain practical skills to develop and deploy LLMs. You'll learn data prep, training, pruning, quantization, and evaluation, as well as explore RAG, advanced prompting, and optimization to build robust, scalable language models.
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Transform IoT systems with the power of artificial intelligence using this hands-on guide. Dive into practical techniques and expert insights to innovate and optimize your IoT devices, making them smarter and more efficient.
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Learn how to create images and text using VAEs, GANs, LSTMs, and transformers. Implement applications in natural language processing and computer vision through practical tutorials.
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This book offers a complete guide to time series analysis with Apache Spark and Databricks, covering essential concepts and advanced techniques including Generative AI to equip readers with skills for real-world challenges across industries.
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Master modern NLP development with spaCy's ecosystem, from rapid prototyping with spaCy-llm to production deployment. This book will help you learn how to build custom components, integrate transformers, and manage end-to-end workflows with Weasel.
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This book will help you explore the implementation of various well-known machine learning algorithms work with various C++ frameworks and libraries. You'll learn basic-to-advanced machine learning concepts with practical and easy-to-follow examples.
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Explore pipelines, clustering, and feature selection to transform raw data into powerful insights and build robust, scalable machine learning models.
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A comprehensive guide to NLP with Python, covering text processing, feature engineering, language modeling, chatbots, and real-world applications. Includes practical exercises and projects to apply cutting-edge NLP techniques.
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In this book, you'll learn the principles of quantum computing and machine learning, focusing on practical algorithms for NISQ systems. This book shows you how to leverage hybrid quantum-classical approaches to solve real-world financial challenges.
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XGBoost for Regression Predictive Modelling and Time Series Analysis will help you get a practical understanding of the XGBoost algorithm by taking a hands-on approach, from installing the python package through to model building and deployment.
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Ideal for data enthusiasts, this concise guide helps you get a good grasp of causal inference in R with tutorials, practical approaches, and real-world case studies to enhance your understanding of advanced statistical methods for better decisions.
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This book bridges the gap between statistical theory and practical application in life sciences, helping you gain experience with practical Python exemplar projects in areas of diabetes, cardiology, meta-analysis, ecology, epidemiology, and genetics.
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A comprehensive introduction to artificial intelligence engines focusing on the mathematics behind neural networks and deep learning, featuring practical examples and hands-on approaches to key AI techniques.
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35.91 zł
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This expanded third edition of the popular Deep Reinforcement Learning Hands-On teaches cutting-edge techniques through new projects and over 20 practical chapters, fully updated for PyTorch 2.3, Gymnasium, stable-baselines3, and others.
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This book is a comprehensive resource for iOS developers who want to enhance their skills, learn new frameworks and APIs, and stay updated with the latest changes in iOS 18 SDK and Swift programming language.
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Apache Spark for Machine Learning teaches you to use Spark for big data processing and solving future big data challenges.
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This book helps you to explore the intricacies of LLMs, covering architecture, tuning, testing, deployment, and more. You'll get equipped with the knowledge you need to use LLMs effectively and stay updated on AI and NLP advancements.
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ebook
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134.10 zł
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