Uczenie maszynowe - ebooki, książki online
Książki, ebooki, kursy video z kategorii: Uczenie maszynowe dostępne w księgarni Ebookpoint
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Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to app-
- ePub + Mobi 220 pkt
(220,15 zł najniższa cena z 30 dni)
220.15 zł
259.00 zł (-15%) -
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Unity AI Programming provides you with a variety of tools to implement artificial intelligence and leveraging these tools allows limitless possibilities for creating your own games. This book will break down AI into simple concepts to give you a fundamental understanding of the core topics, and practical guidance for implementing them.
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- PDF + ePub 125 pkt
(98,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Rozwijaj i replikuj interesujące eksperymenty uczenia maszynowego (ML) przy użyciu kamery Pi Camera i płytki Raspberry Pi. Niniejsza książka zapewnia solidny przegląd technik uczenia maszynowego i niezliczonych zagadnień leżących u jego podstaw, zachęcając do ich dalszego poznawania. Nietechniczne omówienia równoważą złożone objaśnien
(51,29 zł najniższa cena z 30 dni)
80.99 zł
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Komputerowe systemy wizyjne znajdują liczne zastosowania w zakresie: rozpoznawania zdjęć lotniczych i satelitarnych terenu dla celów rejestracji zmian w kartografii i meteorologii, badań przesiewowych zdjęć rentgenowskich i innych w medycynie, analizy obrazów mikroskopowych dla wykrycia obecności pewnych faz, systemy bioidentyfikacji na po
- ePub + Mobi 51 pkt
(44,80 zł najniższa cena z 30 dni)
51.20 zł
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Quantum computing may change everything we know about computing. Dancing with Qubits is a quantum computing textbook that explains how quantum computing works in detail, and discusses the implications it has for computer applications of the future.
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- PDF + ePub + Mobi 233 pkt
(224,10 zł najniższa cena z 30 dni)
233.10 zł
259.00 zł (-10%) -
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Machine learning aims to extract knowledge from data, relying on fundamental concepts in computer science, statistics, probability, and optimization. This book begins with a quick overview of setting up the necessary IDEs to facilitate the execution of code examples that will be covered in various chapters. It also highlights some key issues develo
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- PDF + ePub + Mobi 134 pkt
(134,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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MATLAB is the language of choice for many researchers and mathematics experts for machine learning. This book will build a foundation for machine learning using MATLAB for beginners. It will also help you learn regression, clustering, classification, predictive analytics, artificial neural networks, and more with MATLAB.
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- PDF + ePub + Mobi 134 pkt
(134,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Machine learning for OpenCV begins by introducing you to the essential concepts of statistical learning, such as classification and regression. Once all the basics are covered, you will start exploring various algorithms such as decision trees, support vector machines, and Bayesian networks, and learn how to combine them with other OpenCV functiona
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- PDF + ePub + Mobi 134 pkt
(134,10 zł najniższa cena z 30 dni)
134.10 zł
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Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine
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- ePub + Mobi 143 pkt
(143,65 zł najniższa cena z 30 dni)
143.65 zł
169.00 zł (-15%) -
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Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers
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- ePub + Mobi 84 pkt
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Duże zbiory danych dla każdego! W dobie Big Data klasyczne podejście do analizy danych nie przynosi już pożądanych wyników. Skuteczna analiza gigantycznych zbiorów informacji, wyciąganie interesujących wniosków i prezentowanie ich w przejrzystej formie użytkownikowi wymagają mnóstwa czasu i środków. Zastanawiasz
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Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformer
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- ePub + Mobi 169 pkt
(169,14 zł najniższa cena z 30 dni)
169.14 zł
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Ta książka jest znakomitym przewodnikiem po technikach uczenia głębokiego. Poza wyczerpująco przedstawionymi podstawami znajdziesz tu zasady implementacji tych technik z wykorzystaniem języka R i biblioteki Keras. Dzięki przystępnym wyjaśnieniom i praktycznym przykładom szybko zrozumiesz nawet bardziej skomplikowane zagadnienia uczenia głębokiego.
- PDF + ePub + Mobi
- Druk 42 pkt
(38,50 zł najniższa cena z 30 dni)
42.35 zł
77.00 zł (-45%) -
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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- PDF + ePub 125 pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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This book is designed to guide you through TensorFlow and how to use it effectively. Throughout the book, you will work through recipes and get hands-on experience to perform complex data computations, gain insights into your data, and more.
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- PDF + ePub + Mobi 98 pkt
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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable a
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- ePub + Mobi 169 pkt
(169,14 zł najniższa cena z 30 dni)
169.14 zł
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Wielu ekspertów branżowych uważa uczenie nienadzorowane za kolejną granicę w dziedzinie sztucznej inteligencji, która może stanowić klucz do pełnej sztucznej inteligencji. Ponieważ większość danych na świecie jest nieoznakowana, nie można do nich zastosować konwencjonalnego uczenia nadzorowanego. Z kolei uczenie nienadzorowane może by
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71.82 zł
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With this book, you will learn to build ML.NET applications by exploring various machine learning models using C# code. You will cover basic to advanced level topics using step by step explanation and example-driven approach. You will learn about Integrating TensorFlow in ML.NET application to extend the capabilities of machine learning models.
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- PDF + ePub + Mobi 125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenien
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- ePub + Mobi 169 pkt
(169,14 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł (-15%) -
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Convolutional Neural Networks (CNN) are one of the most popular architectures used in computer vision apps. This book is an introduction to CNNs through solving real-world problems in deep learning while teaching you their implementation in popular Python library - TensorFlow. By the end of the book, you will be training CNNs in no time!
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- PDF + ePub + Mobi 80 pkt
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80.91 zł
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Chcesz nauczyć się implementacji algorytmów uczenia maszynowego bez zbytniego zagłębiania się w niuanse matematyczne? Jeśli dodatkowo znasz język JavaScript, ta książka jest dla Ciebie idealnym wyborem. Wyjaśniono w niej, w jaki sposób tworzyć własne implementacje, podano też przykłady przydatnych bibliotek. Sporo miejsca poświęcono sieciom neurono
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(29,49 zł najniższa cena z 30 dni)
32.45 zł
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Niniejsza książka jest przeznaczona dla osób, które chcą projektować inteligentne algorytmy, a przy tym mają podstawy z zakresu programowania, matematyki i statystyki. Przedstawiono tu schematy projektowe i praktyczne przykłady rozwiązań. Opisano algorytmy, które przetwarzają strumienie danych pochodzące z internetu, a także systemy rekomendacji i
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(27,45 zł najniższa cena z 30 dni)
30.19 zł
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Niniejsza książka uchyla rąbka tajemnicy i pokazuje, jak działają maszyny uczące, dzięki którym funkcjonują Google, Amazon i nasze smartfony. Autor prezentuje pięć głównych szkół uczenia maszynowego, z których każda daje różne odpowiedzi na te same, fundamentalne pytania o uczenie się, o pozyskiwanie wiedzy i jej wykorzystanie. W przystępny sposób
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26.95 zł
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Description Data engineering and AWS form the backbone of modern enterprise data architecture, enabling organizations to harness the exponential growth of data for competitive advantage. As businesses generate petabytes of information daily, the ability to build scalable, secure, and cost-effective data platforms has become critical for survival in
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- ePub + Mobi 85 pkt
(85,49 zł najniższa cena z 30 dni)
85.49 zł
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Description Quantum computing is redefining computational boundaries, offering solutions to complex problems that classical computing struggles to address. A deep understanding of quantum principles, algorithms, and practical tools is essential for professionals and researchers navigating this transformative technology. Quantum computing is no long
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- ePub + Mobi 85 pkt
(85,49 zł najniższa cena z 30 dni)
85.49 zł
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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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- ePub + Mobi 85 pkt
(85,49 zł najniższa cena z 30 dni)
85.49 zł
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Tackle the core challenges related to enterprise-ready graph representation and learning. With this hands-on guide, applied data scientists, machine learning engineers, and practitioners will learn how to build an E2E graph learning pipeline. You'll explore core challenges at each pipeline stage, from data acquisition and representation to real-tim
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- ePub + Mobi 220 pkt
(211,65 zł najniższa cena z 30 dni)
220.15 zł
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This book offers an in-depth exploration of AI's societal impact, including its ethical dilemmas, role in cybersecurity, and influence on privacy and misinformation. It examines how AI is reshaping human relationships and its future potential.
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- PDF + ePub 125 pkt
(139,00 zł najniższa cena z 30 dni)
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Here's the thing about large language models: they don't play by the old rules. Traditional MLOps completely falls apart when you're dealing with GenAI. The model hallucinates, security assumptions crumble, monitoring breaks, and agents can't operate. Suddenly you're in uncharted territory. That's exactly why LLMOps has emerged as its own disciplin
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- ePub + Mobi 220 pkt
(211,65 zł najniższa cena z 30 dni)
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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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 zł
94.99 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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- PDF + ePub 143 pkt
(134,10 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł (-10%) -
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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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- PDF + ePub 143 pkt
(134,10 zł najniższa cena z 30 dni)
143.10 zł
159.00 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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 zł
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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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 zł
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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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 zł
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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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- PDF + ePub 125 pkt
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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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
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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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 zł
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Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future
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- ePub + Mobi 220 pkt
(220,15 zł najniższa cena z 30 dni)
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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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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
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Description Fun with Data Analysis and BI teaches you how to turn raw data into actionable insights using business intelligence tools. It equips you with essential skills to make data-driven decisions and effectively communicate findings. This book is designed to guide you through learning SQL from the ground up. Starting with installation and env
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- ePub + Mobi 85 pkt
(69,93 zł najniższa cena z 30 dni)
85.49 zł
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This book provides a concise introduction to TensorFlow 2, focusing on its most useful APIs and practical applications, making it an essential reference for developers.
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A comprehensive guide to Python 3 and machine learning, covering from basic programming to advanced machine learning algorithms. Ideal for beginners and experienced programmers, this book includes practical examples and projects to master Python and machine learning.
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- PDF + ePub 161 pkt
(179,00 zł najniższa cena z 30 dni)
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This book offers an introduction to Python and its libraries essential for TensorFlow. It includes practical examples and exercises, making it ideal for developers looking to enhance their programming skills.
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This guide offers a thorough compilation of mathematical formulas and scientific data, designed for quick reference and practical use. It covers essential topics from algebra to the properties of various compounds.
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A comprehensive guide to Newtonian mechanics, this book covers the fundamentals of forces, motion, and energy through a modeling approach. Detailed explanations and practical examples help readers understand and apply theoretical concepts to real-world scenarios.
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This book offers a detailed guide to linear programming, from basic concepts to advanced techniques, including the Simplex Method, duality, and sensitivity analysis. It incorporates practical examples and exercises using popular software tools.
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This book is a comprehensive guide to using COMSOL 5 and MATLAB for multiphysics modeling, from basic setups to advanced simulations. It includes practical examples and integration tips.
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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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This book offers a systems analytics approach to data science for IoT engineers, covering basic principles to advanced machine learning methods and practical applications.
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This book provides an in-depth look at computational techniques used in physics, covering topics from basic coding to advanced numerical methods and high-performance computing.
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This book offers a practical guide to understanding and applying Angular alongside machine learning concepts using TensorFlow.js and Keras.
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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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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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Whether you are relatively new to AI/ML or an experienced solutions architect working to address emerging business challenges, this book covers everything you need to design, implement, and manage complex AI/ML workloads on Google Cloud.
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(29,90 zł najniższa cena z 30 dni)
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Bringing a deep-learning project into production at scale is quite challenging. To successfully scale your project, a foundational understanding of full stack deep learning, including the knowledge that lies at the intersection of hardware, software, data, and algorithms, is required.This book illustrates complex concepts of full stack deep learnin
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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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Introduction to Algorithms offers a detailed introduction to the world of algorithms. Perfect for those new to computer science, this book covers all fundamental concepts, helping readers understand & implement algorithms effectively.
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Unlock the power of data with Data Analysis Foundations with Python. This comprehensive guide introduces essential techniques & tools for analyzing data using Python, making it perfect for beginners & professionals looking to enhance their skills.
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This course demystifies complex topics, providing you with a solid foundation in data analysis and algorithm optimization. Perfect for technical professionals aiming to enhance their understanding and application of machine learning.
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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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(69,93 zł najniższa cena z 30 dni)
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This book is intended to provide a collection of various MCQs of the Python programming language KEY FEATURES Comprehensive coverage of Python concepts and features. Over 5000 multiple choice questions to test and assess the readers knowledge effectively. DESCRIPTION This Python Question Bank comprises multiple-choice questions (MCQs) for emp
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- ePub + Mobi 85 pkt
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This book helps software engineers, data scientists, ML and AI engineers, and research and development teams to learn and implement privacy-preserving machine learning as well as protect companies against privacy breaches.
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(107,10 zł najniższa cena z 30 dni)
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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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(107,10 zł najniższa cena z 30 dni)
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This book will help you use a set of optimization techniques and strategies to speed up the training process of ML models. You'll learn how to identify performance bottlenecks, decide the most suitable approach, and implement the correct solution.
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(107,10 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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- ePub + Mobi 85 pkt
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This latest edition emphasizes AI risk management, the AI/ML adoption journey, and the emerging field of generative AI, highlighting the increasing importance of developing secure and scalable ML platforms across industries.
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- PDF + ePub 116 pkt
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Hone your machine learning skills to unlock robust models with less data through active machine learning. Tame messy datasets, conquer concept drift, and drive ML productivity with Python's active learning toolkit.
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Dive into machine learning with our course, designed to guide you in building your own recommender system using Scikit-Learn, complete with practical datasets and ethical considerations.
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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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Dive into the world of Machine Learning with Python, exploring essential algorithms, data scrubbing techniques, and model design to unlock the potential of AI and data science.
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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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Master your expertise and skills in machine learning with this AWS Certified Machine Learning Specialty exam guide. Become proficient in designing robust solutions and prove expertise in deploying machine learning models on the AWS cloud.
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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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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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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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Machine learning is an important driver of innovation in software products. This book will help you take your machine learning prototype to the next level and scale it up using concepts such as data provisioning, processing, and quality control.
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This book is your complete guide to seamless ML operations on OpenShift. You’ll master MLOps concepts, explore OpenShift Data Science, Pachyderm, and Intel OpenVino, along with the provision, configuration, and operationalization of the MLOps platform.
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- PDF + ePub 116 pkt
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Unlock the power of MATLAB for machine learning with this comprehensive guide. From data handling to advanced techniques like deep learning, NLP, and anomaly detection, gain practical skills applicable across a range of AI applications.
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- PDF + ePub 125 pkt
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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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Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorit
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- ePub + Mobi 186 pkt
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This book explores MXNet/Gluon libraries, delves into toy dataset analysis, and assists in creating deep neural network architectures. With practical examples, it enables you to perform tasks such as transfer learning and transformers in with ease.
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Machine Learning Security with Azure will help you assess the vulnerabilities in your data, models, and environments, and implement the latest industry security best practices. You’ll get to grips with managing, securing, and monitoring your Azure machine learning workloads throughout the ML lifecycle while developing responsible AI applicat
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Discover the power of Conformal Prediction with the Practical Guide to Applied Conformal Prediction in Python. Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.
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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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- ePub + Mobi 71 pkt
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With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle
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- ePub + Mobi 220 pkt
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With over 70 project-based recipes, the TinyML Cookbook is a practical guide that will help you to get the most out of your microcontrollers. It provides a comprehensive understanding of the theoretical foundations while giving you hands-on experience training ML models for deployment on Arduino Nano 33 BLE Sense, Raspberry Pi Pico, and SparkFun Re
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As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tac
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Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anth
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Machine Learning with Qlik Sense enables you to master machine learning skills and techniques and expand the use of analytics to predictive use cases. The chapters are designed to help you learn the key concepts of machine learning using practical examples, enabling you to create better analytics applications and get the most out of your data.
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The book is a foundational guide for developers keen on mastering machine learning and statistical modeling in R. It offers a hands-on approach along with real-world applications. Whether you're a beginner or looking to upgrade your skills, the book equips you with practical knowledge to tackle a wide array of tasks in ML and statistics.
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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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- ePub + Mobi 71 pkt
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With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS.This practical book shows data engineers, data sc
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- ePub + Mobi 186 pkt
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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools li
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TensorFlow finds applications in companies like Google, Twitter, Intel, and Airbnb for solving business problems. Get ready to validate your skills with TensorFlow Developer Certificate using this comprehensive guide to building deep learning models through hands-on, real-world exercises, step-by-step explanations, and case studies.
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Machine Learning with LightGBM and Python is a practical guide that takes you from the essentials of machine learning and the data science processes to building production-ready, high-performance machine learning solutions using LightGBM on -of-the-art platforms.
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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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Understand how to leverage Hyperautomation and Generative AI to accelerate Business Transformation KEY FEATURES Explores a wide range of use cases and examples that demonstrate the diverse applications of Hyperautomation across industries, sectors, and specific departments. Familiarizes you with popular tools and platforms like UiPath, Automati
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- ePub + Mobi 71 pkt
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71.91 zł
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Debugging Machine Learning Models with Python equips you with the skills needed to transition from a machine learning beginner to a specialist. It guides you through the tools, theoretical concepts, Python modules, and libraries for bringing a high-quality model into production and identifying opportunities to improve your models.
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Machine learning engineering is an in-demand skill set, and it can be difficult to find a helpful guide on the topic. This fully updated second edition will help you solve business problems by addressing the pain points in creating standardized pipelines for taking proof-of-concept ML models to production and producing trustworthy results.
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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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There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilisti
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With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database model
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- ePub + Mobi 186 pkt
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186.15 zł
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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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- ePub + Mobi 71 pkt
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W prezentowanym wyborze tekstów zagadnienie zaufania podjęto w sposób możliwie aktualny i wszechstronny. Odnosi się to zarówno do kwestii ogólnych, wręcz filozoficznych, związanych z narzuceniem na sposób działania maszyn pewnych norm, które od wieków postulują etycy (np. Arystoteles); jak również do kwestii bardzo szczegółowych, osadzonych w konte
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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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- ePub + Mobi 71 pkt
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71.91 zł
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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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The book helps you grasp images, text, audio, and tabular augmentation methods using real-world datasets from the Kaggle website. Throughout the chapters, you’ll discover augmentation concepts and techniques, a review of available open source augmentation libraries, and a reinforcement learning section through Python Notebook coding exercise
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116.10 zł
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The past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight in their widespread implementation has resulted in some incidents and harmful outcomes that could have been avoided with proper risk management. Before we can realize AI/ML's true benefit, practitioners
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- ePub + Mobi 220 pkt
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220.15 zł
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A practical guide that will help you transform your data into actionable insights with Azure Synapse Analytics KEY FEATURES Explore the different features in the Azure Synapse Analytics workspace. Learn how to integrate Power BI and Data Governance capabilities with Azure Synapse Analytics. Accelerate your analytics journey with the no-code/lo
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Computer Vision Using AWS AI Services enables machine learning engineers and data scientists to build and scale CV applications on AWS quickly. This comprehensive guide covers best practices to consider and shows you how to integrate AWS AI/ML services into production environments with little code.
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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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Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing d
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This is a book for anyone who wants to quickly learn to apply spatial thinking and leverage Geospatial Data Science in Python to better comprehend problem statements and come up with the best possible results.
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This is a practical workbook that analyzes past Kaggle competitions in hopes of helping readers understand the best practices on how to approach future challenges. With the help of this workbook, readers will experience the case studies as if they themselves were part of the competitions and gain hands-on experience on how to approach their first K
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- PDF + ePub 76 pkt
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Betty Blocks is a no-code platform that allows users to build their own applications. Developers can add functionality to the platform to help citizen developers do more. This book will help you understand the implementation and associated methodologies of Betty Blocks and get you up and running in no time.
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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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71.91 zł
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With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robus
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- ePub + Mobi 220 pkt
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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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- ePub + Mobi 85 pkt
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