Data science - ebooki
Ebooki z kategorii: Data science dostępne w księgarni Helion
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This easy-to-use reference for TensorFlow 2 design patterns in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow itself.When and why would you feed training data as using NumPy or a streamin-
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(50,99 zł najniższa cena z 30 dni)
72.24 zł
84.99 zł(-15%) -
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Rozwiązania typowych problemów dotyczących przygotowania danych, konstruowania modeli i MLOps Wzorce projektowe opisane w tej książce obejmują najlepsze praktyki i rozwiązania powtarzalnych problemów w uczeniu maszynowym. Autorzy, troje inżynierów z firmy Google, skatalogowali sprawdzone metody, aby pomóc badaczom dan
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(44,99 zł najniższa cena z 30 dni)
76.49 zł
89.99 zł(-15%) -
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Using machine learning-based NLP models, you can speed up business processes, make more accurate predictions, and uncover new insights from your existing data, where spaCy, an advanced industrial-grade natural language processing library, can help. With this book, you'll learn how to use it and create high-impact ML solutions for NLP.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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To kompletny, zwięzły przewodnik po świecie sztucznej inteligencji. Znalazły się tu przejrzyście wyłożone podstawy i bardziej zaawansowane zagadnienia. Wyjaśniono, jak najlepiej zabrać się do tworzenia systemów AI wykorzystujących uczenie ze wzmacnianiem oraz głębokie uczenie. Krok po kroku pokazano, jak zrealizować pięć praktycznych projektów. To
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(47,40 zł najniższa cena z 30 dni)
47.40 zł
79.00 zł(-40%) -
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Discover one of the most complete dictionaries in data science. Key Features Simplified understanding of complex concepts, terms, terminologies, and techniques. Combined glossary of machine learning, mathematics, and statistics. Chronologically arranged A-Z keywords with brief description. Description This pocket guide is a must for all data
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Data scientists working with network data will be able to put their knowledge to work with this practical guide to building machine learning algorithms using graph data. The book provides a hands-on approach to implementation and associated methodologies that will have you up and running and productive in no time.
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(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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głębokiego trudno tworzyć dobre aplikacje. Oto praktyczny i przystępny przewodnik po koncepcjach uczenia głębokiego, napisany tak, aby ułatwić zrozumienie najnowszych technik w tej dziedzinie bez znajomości wyższej matematyki. Książka daje znakomite podstawy uczenia głębokiego, a następnie stopniowo wprowadza zagadnienia sposobu działania modeli
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Conceptualizing deep learning in computer vision applications using PyTorch and Python libraries. Key Features Covers a variety of computer vision projects, including face recognition and object recognition such as Yolo, Faster R-CNN. Includes graphical representations and illustrations of neural networks and teaches how to program them. Inclu
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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How to minimize the global problem of e-waste Key Features Explore core concepts of Reliability Analysis, various smart models, different electronic components, and practical use of MATLAB. Cutting edge coverage on building intelligent systems for reliability analysis. Includes numerous techniques and methods to identify failure and reliabilit
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Utilize Python and IBM Watson to put real-life use cases into production. Key Features Use of popular Python packages for building Machine Learning solutions from scratch. Practice various IBM Watson Machine Learning tools for Computer Vision and Natural Language Processing applications. Expert-led best practices to put your Machine Learning s
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Metody statystyczne są kluczowym elementem data science, mimo to niewielu specjalistów data science posiada formalne wykształcenie statystyczne. Kursy i podręczniki o podstawach statystyki, rzadko kiedy omawiają temat z perspektywy data science. W drugim wydaniu tego popularnego podręcznika zostały dodane obszerne przykłady w Pythonie, wytłumaczono
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(52,20 zł najniższa cena z 30 dni)
52.20 zł
87.00 zł(-40%) -
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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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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn to assess textual data and extract sentiments using various text analysis R packages Key Features In-depth coverage on core principles, challenges, and application of Emotion Analysis. Includes real-world examples to simplify practical uses of R, Shiny, and various popular NLP techniques. Covers different strategies used in Sentiment and
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Machine Learning with the Elastic Stack, Second Edition, provides a comprehensive overview of Elastic Stack's machine learning features for both time series data analysis as well as for supervised learning and unsupervised learning that helps make machine learning truly operational for you.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book helps you to learn how to extract, transform, and orchestrate massive amounts of data to develop robust data pipelines. You'll perform complex machine learning tasks using advanced Azure Databricks features, and also explore model tuning, deployment, and control using Databricks functionalities such as AutoML and Delta Lake with TensorFlo
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Distributed Data Systems with Azure Databricks. Create, deploy, and manage enterprise data pipelines
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Ta praktyczna książka ułatwi Ci rozpoczęcie wdrażania rozwiązań rzeczywistych problemów związanych z uczeniem maszynowym. Zawiera przystępne wprowadzenie do uczenia maszynowego i sztucznej inteligencji, a także sposoby wykorzystania Pythona i biblioteki scikit-learn, uwzględniające potrzeby badaczy i analityków danych oraz inżynierów pracujących na
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AutoKeras is a very simple and popular open source AutoML framework that provides easy access to deep learning models. This book will help you to explore the basics of automated machine learning using practical examples, enabling you to create and use your own models in your company or project.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and
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(101,40 zł najniższa cena z 30 dni)
143.65 zł
169.00 zł(-15%) -
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NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP.With a basic understanding
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(149,40 zł najniższa cena z 30 dni)
211.65 zł
249.00 zł(-15%) -
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This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the time you spend searching for answers.Research scientists, machine learning engi
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(50,99 zł najniższa cena z 30 dni)
72.24 zł
84.99 zł(-15%) -
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Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde--Google Developer Expert in machine learningand the web--provides a hands-on end-to-end approach to Tenso
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(101,40 zł najniższa cena z 30 dni)
143.65 zł
169.00 zł(-15%) -
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Explore Machine Learning Techniques, Different Predictive Models, and its Applications Key Features Extensive coverage of real examples on implementation and working of ML models. Includes different strategies used in Machine Learning by leading data scientists. Focuses on Machine Learning concepts and their evolution to algorithms. Descripti
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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If you are a developer looking to build machine learning models without spending months and years learning machine learning prerequisites, look no further than AutoML. This practical and concise guide will show you how to build automated models for regression and classification, both with traditional algorithms and neural networks.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Packed with intriguing real-world projects as well as theory, Generative AI with Python and TensorFlow 2 enables you to leverage artificial intelligence creatively and generate human-like data in the form of speech, text, images, and music.
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(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Knowing how to work with data to extract insights generates significant value. This book will help you to develop data analysis skills using a hands-on approach and real-world data. You'll get up to speed with pandas 1.x in no time and build some software engineering skills in the process, vastly expanding your data science toolbox.
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(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Książka poświęcona jest inteligentnym systemom informatycznym w organizacji, wykorzystującym rozproszone źródła informacji niestrukturalnej dostępne w sieci Internet. W przeciwieństwie do strukturalnych źródeł danych (w formie plikowej lub baz danych) wykorzystywanych przez tradycyjne systemy informatyczne zarządzania, źródła internetowe mają ch
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Amazon Connect is an established call center solution that helps Amazon deliver complete customer satisfaction. Amazon Connect: Up and Running is a comprehensive guide for those who are new to Connect and cloud contact centers and looking to get up to speed in no time.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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A practical, step-by-step guide to using Microsoft's AutoML technology on the Azure Machine Learning service for developers and data scientists working with the Python programming language
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Get to grips with ML lifecycle management and MLOps implementation for your organization. This book will give you comprehensive insights into MLOps coupled with real-world examples in Azure that will teach you how to write programs, train robust and scalable ML models, and build ML pipelines to train, deploy, and monitor models securely in producti
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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State-of-the-art BERT implementation for text classification Description This book provides a solid foundation for Natural Language Processing with pragmatic explanation and implementation of a wide variety of industry wide scenarios. After reading this book, one can simply jump to solve real world problems and join the league of NLP developers.
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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To praktyczny przewodnik, dzięki któremu łatwiej zdobędziesz pierwszą pracę związaną z badaniem danych, szybciej staniesz się cenionym specjalistą i w miarę rozwoju zawodowego będziesz coraz trafniej wychwytywać pojawiające się możliwości awansu i zmiany pracy na atrakcyjniejszą. Dowiesz się, jak zdobyć podstawowe umiejętności i jak faktycznie wygl
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(47,40 zł najniższa cena z 30 dni)
47.40 zł
79.00 zł(-40%) -
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With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level upyour skills. This guide shows you how to build and run pipelines in
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(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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To praktyczny przewodnik po algorytmach sztucznej inteligencji. Skorzystają z niego programiści i inżynierowie, którzy chcą zrozumieć zagadnienia i algorytmy związane ze sztuczną inteligencją na podstawie praktycznych przykładów i wizualnych wyjaśnień. Książka pokazuje, jak radzić sobie z takimi zadaniami programistycznymi jak wykrywanie oszustw ba
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ebook
(53,40 zł najniższa cena z 30 dni)
53.40 zł
89.00 zł(-40%) -
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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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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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The AWS Certified Machine Learning Specialty 2020 Certification Guide covers everything you need to pass the MLS-C01 certification exam and serves as a handy, on-the-job reference guide. You'll also find the book useful if you're looking to get up to speed with AWS services for machine learning.
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ebook
(149,25 zł najniższa cena z 30 dni)
179.10 zł
199.00 zł(-10%) -
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Leverage your natural language processing skills to make sense of text. With this book, you'll learn fundamental and advanced NLP techniques in Python that will help you to make your data fit for application in a wide variety of industries. You'll also find recipes for overcoming common challenges in implementing NLP pipelines.
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(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Ta książka jest praktycznym przewodnikiem przeznaczonym dla inżynierów uczenia maszynowego i analityków danych. W jasny i przystępny sposób omówiono w niej zasadnicze zagadnienia teorii modelowania generatywnego, a następnie zaprezentowano techniki stosowane do budowy modeli generatywnych, włącznie z ogólnym opisem uczenia głębokiego, wariacyjnych
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ebook
(40,20 zł najniższa cena z 30 dni)
40.20 zł
67.00 zł(-40%) -
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This book will help you get to grips with the task of time series forecasting using the leading open source forecasting tool available to the public, Facebook Prophet. You will learn how to implement the advanced features of Prophet to build forecast models and understand why and how to modify each of the default parameters to improve results.
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(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Over 50 problems solved with classical algorithms + ML / DL models Key Features Problem-driven approach to practice image processing. Practical usage of popular Python libraries: Numpy, Scipy, scikit-image, PIL and SimpleITK. End-to-end demonstration of popular facial image processing challenges using MTCNN and Microsofts Cognitive Vision APIs.
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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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(59,93 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This cookbook will guide you through recipes for implementing analytics over data streams to discover new information, predict future insights, and make informed decisions. In addition to exploring an overview of AI techniques for analytics and learning in IoT applications, you'll gain the skills you need to effectively package and deploy AI apps.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Solve business problems with data-driven techniques and easy-to-follow Python examples Key Features Essential coverage on statistics and data science techniques. Exposure to Jupyter, PyCharm, and use of GitHub. Real use-cases, best practices, and smart techniques on the use of data science for data applications. Description This book begins wit
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book covers recipes for solving various computer vision tasks using TensorFlow, taking you through all the tips and tricks you need to overcome any challenges that you may face while building various computer vision applications. You will discover machine learning techniques to solve problems in image processing, feature extraction, and more.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Discrete math deals with studying finite and distinct elements. With this book, you'll learn the discrete math language and methods crucial to studying and describing objects and functions in computer science. You'll also focus on the mathematics of machine learning and computer science and prepare to understand real-world algorithm development.
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(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 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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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Refuel your AI Models and ML applications with High-Quality Optimization and Search Solutions Key Features Complete coverage on practical implementation of genetic algorithms. Intuitive explanations and visualizations supply theoretical concepts. Added examples and use-cases on the performance of genetic algorithms. Use of Python libraries and a
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Discover the flexibility of the PyTorch library for implementing new algorithms in a scalable and efficient way with this expert guide. This book will show you how to process data with deep learning methodologies using PyTorch 1.x and cover advanced topics such as GANs, Deep RL, and NLP using advanced deep learning techniques.
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(134,25 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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Oto obszerny przewodnik po uczeniu maszynowym i uczeniu głębokim w Pythonie. Zawiera dokładne omówienie najważniejszych technik uczenia maszynowego oraz staranne wyjaśnienie zasad rządzących tą technologią. Poszczególne zagadnienia zilustrowano mnóstwem wyjaśnień, wizualizacji i przykładów, co znakomicie ułatwia zrozumienie materiału i sprawne rozp
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(89,40 zł najniższa cena z 30 dni)
89.40 zł
149.00 zł(-40%) -
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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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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book takes a practical approach to Python data analysis, showing you how to use Python libraries such as pandas, NumPy, SciPy, and scikit-learn to analyze a variety of data. You'll also get up to speed with everything from data manipulation to visualization systematically.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book provides hands-on training in NLP tools and techniques with intrinsic details. Apart from gaining expertise, you will be able to carry out novel state-of-the-art research using the skills gained.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Being the first book in the market to dive deep into the Transformers, it 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 using PyTorch, TensorFlow, Hugging Face, Trax, and AllenNLP.
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(134,10 zł najniższa cena z 30 dni)
260.10 zł
289.00 zł(-10%) -
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Cloud Analytics with Microsoft Azure enables you to understand the design and business considerations that you must keep in mind while planning to adopt the cloud analytics model for your business.
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(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Data Science szturmem zdobyło nowe obszary - wszystko jest większe, szybsze i lepsze. Większe możliwości obliczeniowe wprowadziły uczenie maszynowe i głębokie uczenie maszynowe na rynek. Tworzenie sztucznych sieci neuronowe jest znacznie prostsze. Sztuczna inteligencja zrewolucjonizowała wiele branż. Rozwój technologii byłby niemożliwy bez Data Sci
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(58,28 zł najniższa cena z 30 dni)
75.20 zł
94.00 zł(-20%) -
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Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Analiza danych albo nauka o danych jest interdyscyplinarną dziedziną, dzięki której hipotezy i dane przekształca się w zrozumiałe przewidywania. Predykcyjna analiza danych przynosi wymierne korzyści w wielu dziedzinach, od polityki począwszy, a na udzielaniu kredytów skończywszy. Osobą odpowiedzialną za tę magię jest analityk danych — człowie
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A practical guide that will help you understand the Statistical Foundations of any Machine Learning Problem. Key Features Develop a Conceptual and Mathematical understanding of Statistics Get an overview of Statistical Applications in Python Learn how to perform Hypothesis testing in Statistics Understand why Statistics is important in Machine Le
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This cookbook will help you to gain a solid understanding of deep reinforcement learning (RL) algorithms with the help of concise, easy-to-follow implementations from scratch. You'll learn how to implement these algorithms with minimal code and develop AI applications to solve real-world and business problems using RL.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application. Understand how does preprocessing work in NLP pipeline. Use simple PyTorch snippets to create basic building blocks of the network commonly used in NLP. Get familiar with the advanced embedding tec
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Learn AI & Machine Learning from the first principles. Key Features Explore how different industries are using AI and ML for diverse use-cases. Learn core concepts of Data Science, Machine Learning, Deep Learning and NLP in an easy and intuitive manner. Cutting-edge coverage on use of ML for business products and services. Explore how differen
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Nabierz prędkości dzięki przełomowym zmianom w SQL Server 2019. Nie jest to już jedynie silnik bazodanowy, ale nowatorskie narzędzie wyposażone we wsparcie dla uczenia maszynowego, analiz Big Data, możliwość działania w systemie Linux, kontenery, Kubernetes, Javę czy wirtualizację danych w Azure. Ta książka nie zajmuje się tradycyjną administracją
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(49,35 zł najniższa cena z 30 dni)
83.90 zł
98.70 zł(-15%) -
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This book is a step-by-step guide to show you how to implement generative models in TensorFlow 2.x from scratch. You'll get to grips with the image generative technology by covering autoencoders, style transfer, and GANs as well as fundamental and state-of-the-art models.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This book focuses on expert-level explanations and implementations of scalable reinforcement learning algorithms and approaches. Starting with the fundamentals, the book covers state-of-the-art methods from bandit problems to meta-reinforcement learning. You'll also explore practical examples inspired by real-life problems from the industry.
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ebook
(104,25 zł najniższa cena z 30 dni)
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The book shows you how to view data from multiple perspectives, including data frame and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations. You will learn to manipulate data and get them down to a form that can be useful for making the right decisions.
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Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you shoul
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Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessing to blackbox model audits. This book will guide you through the technical, legal, a
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More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact.This book introduces the key
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A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation.
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Applied Computational Thinking with Python provides a hands-on approach to implementation and associated methodologies that will have you up-and-running, and productive in no time. Developers working with Python will be able to put their knowledge to work with this practical guide using the computational thinking method for problem-solving.
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Starting with an easy introduction to KNIME Analytics Platform, this book will take you through the key features of the platform and cover the advanced and latest deep learning concepts in neural networks. In each chapter, you'll solve real-world case studies based on deep learning networks to spark your creativity for new projects.
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Hands-On ML problem solving and creating solutions using Python. Key Features Introduction to Python Programming Python for Machine Learning Introduction to Machine Learning Introduction to Predictive Modelling, Supervised and Unsupervised Algorithms Linear Regression, Logistic Regression and Support Vector Machines Description You will le
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Digital transformation requires the ability to identify opportunities across industries and apply the right technologies and tools to achieve the right business outcomes. You will be guided through how digital transformation can be implemented in your organization across different levels using emerging technologies.
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This book is a comprehensive introduction for those who are new to scalable and optimized TensorFlow for production. You will learn how to deliver enterprise-grade support for your existing and newly built AI applications. You will address the various needs of AI-enabled organizations to manage and scale machine learning workloads in production.
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Understand the essentials of Machine Learning and its impact in financial sector Key Features Explore the spectrum of machine learning and its usage. Understand the NLP and Computer Vision and their use cases. Understand the Neural Network, CNN, RNN and their applications. Understand the Reinforcement Learning and their applications. Learn the ri
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Starting from the basics of neural networks, this book covers over 50 applications of computer vision and helps you to gain a solid understanding of the theory of various architectures before implementing them. Each use case is accompanied by a notebook in GitHub with ready-to-execute code and self-assessment questions.
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Learn how to work towards making the most out of a career in emerging tech Key Features Understand the core concepts related to careers in emerging tech. Learn innovative, exclusive, and exciting ways to design a successful career in ET. Reduce your learning curve by examining the career trajectories of eminent ET professionals. Ways to evolve
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Ten zrozumiały elementarz pomoże Ci zrozumieć, jak używać metod Bayesowskich poprzez jasne wyjaśnienia i zabawne przykłady. Będziesz polował na UFO, aby zbadać codzienne rozumowanie, a także obliczysz czy Han Solo przeżyje podróż przez pole asteroid używając rozkładów prawdopodobieństwa. Te zróżnicowane ćwiczenia pomogą Ci stworzyć elastyczny i rze
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Put your data science knowledge to work with this practical guide to statistics. You'll understand the working mechanism of each method used and find out how data science algorithms function. This book will help you learn the statistical techniques required for key model building and functioning using Python.
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Explore and work with various Microsoft Azure services for real-time Data Analytics Key Features Understanding what Azure can do with your data Understanding the analytics services offered by Azure Understand how data can be transformed to generate more data Understand what is done after a Machine Learning model is built Go through some Data A
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A Cookbook that will help you implement Machine Learning algorithms and techniques by building real-world projects Key Features Learn how to handle an entire Machine Learning Pipeline supported with adequate mathematics. Create Predictive Models and choose the right model for various types of Datasets. Learn the art of tuning a model to improve
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Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to l
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If you are looking to build next-generation AI solutions for work or even for your pet projects, you'll find this cookbook useful. With the help of easy-to-follow recipes, this book will take you through the advanced AI and machine learning approaches and algorithms that are required to build smart models for problem-solving.
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Equipped with the latest updates, this third edition of Python Machine Learning By Example provides a comprehensive course for ML enthusiasts to strengthen their command of ML concepts, techniques, and algorithms.
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107.10 zł
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Ta książka ułatwi naukę Pythona metodą analizy i eksperymentów. Zawiera ponad 500 przykładów faktycznie wykorzystywanego kodu — od krótkich bloków po kompletne studia przypadków. Pokazano, w jaki sposób można kodować w interpreterze IPython i notatnikach Jupytera. Znalazł się tu obszerny opis Pythona oraz jego instrukcji sterujących i funkcji
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83.40 zł
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This book will give you insights into the technologies that drive the autonomous car revolution. To get started, all you need is basic knowledge of computer vision and Python.
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ebook
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143.10 zł
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Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing
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203.15 zł
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This practical XGBoost guide will put your Python and scikit-learn knowledge to work by showing you how to build powerful, fine-tuned XGBoost models with impressive speed and accuracy. This book will help you to apply XGBoost's alternative base learners, use unique transformers for model deployment, discover tips from Kaggle masters, and much more!
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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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169.14 zł
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The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, you'll learn how to use AI and machine learning to discover
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If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-
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If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.You'll understand how to implement the most common scenarios
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Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforceme
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Deep Reinforcement Learning with Python - Second Edition will help you learn reinforcement learning algorithms, techniques and architectures – including deep reinforcement learning – from scratch. This new edition is an extensive update of the original, reflecting the state-of-the-art latest thinking in reinforcement learning.
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ebook
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125.10 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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ebook
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67.83 zł
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Ta książka jest szerokim, aktualnym i praktycznym przeglądem metod analizy szeregów czasowych, w którym ujęto pełny potok przetwarzania danych czasowych i modelowania. Zaprezentowano w niej rzeczywiste przypadki użycia tych metod i zilustrowano je obszernymi fragmentami znakomicie zaprojektowanego kodu w językach R i Python. Znalazły się tutaj prak
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71.40 zł
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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
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76.49 zł
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Opanuj koncepcje uczenia maszynowego i rozwiązuj rzeczywiste problemy Uczenie maszynowe stwarza niesamowite możliwości, a książka Wprowadzenie do uczenia maszynowego zawiera praktyczną wiedzę o ich wykorzystaniu. Dino i Francesco Esposito zaczynają od krótkiego omówienia podstawowych zagadnień sztucznej inteligencji oraz zasad każdego
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67.83 zł
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This book is for beginners who are looking for a strong foundation to build deep learning models from scratch. You will test your understanding of the concepts and measure your progress at the end of each chapter. You will have a firm understanding of deep learning and will be able to identify which algorithms are appropriate for different tasks.
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ebook
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116.10 zł
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Understand how to adopt and implement AI in your organization Key Features 7 Principles of an AI JourneyThe TUSCANE Approach to Become Data ReadyThe FAB-4 Model to Choose the Right AI SolutionMajor AI Techniques & their Applications: - CART & Ensemble Learning - Clustering, Association Rules & Search - Reinforcement Learning - Natural Language Proc
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ebook
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71.91 zł
79.90 zł(-10%) -
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Understand how to adopt and implement AI in your organization Key Features 7 Principles of an AI Journey The TUSCANE Approach to Become Data Ready The FAB-4 Model to Choose the Right AI Solution Major AI Techniques & their Applications: - CART & Ensemble Learning - Clustering, Association Rules & Search - Reinforcement Learning - Natural Languag
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ebook
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71.91 zł
79.90 zł(-10%) -
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Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data.With this practical book, data enginee
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ebook
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169.14 zł
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The Data Science Workshop equips you with the basic skills you need to start working on a variety of data science projects. You'll work through the essential building blocks of a data science project gradually through the book, and then put all the pieces together to consolidate your knowledge and apply your learnings in the real world.
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ebook
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116.10 zł
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This book will teach you how to move quickly from business questions to machine learning models in production. Using real-world examples implemented with Python and Jupyter notebooks, you'll learn about many the features and APIs of Amazon SageMaker on a wide spectrum of use cases: tabular data, computer vision, and natural language processing.
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ebook
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125.10 zł
139.00 zł(-10%) -
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To start with you will cover the basics of graph analytics, Cypher querying language, components of graph architecture, and more. You will implement Neo4j techniques to understand various graph analytics methods to reveal complex relationships in data. You will understand how machine learning can be used to perform smarter graph analytics.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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With the help of practical examples and engaging activities, The Reinforcement Learning Workshop takes you through reinforcement learning's core techniques and frameworks. Following a hands-on approach, it allows you to learn reinforcement learning at your own pace to develop your own intelligent applications with ease.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
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The Statistics and Calculus with Python Workshop is ideal for those who need a refresher in the mathematics that make the practical applications of modern artificial intelligence possible. Starting with foundational mathematical concepts like functions and matrices, the book covers the entire spectrum of calculus and statistics, teaching you the te
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ebook
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107.10 zł
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The Natural Language Processing Workshop takes you through fundamental NLP techniques, such as preparing datasets, collecting text, extracting text, and sentiment analysis. As you progress, you'll get to grips with creating your own chatbots and dynamic models.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
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This book teaches you the different techniques and methodologies associated while implementing deep learning solutions in self-driving cars. You will use real-world examples to implement various neural network architectures to develop your own autonomous and automated vehicle using the Python environment.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Get familiar with various Supervised, Unsupervised and Reinforcement learning algorithms Key Features Understand the types of Machine learning. Get familiar with different Feature extraction methods. Get an overview of how Neural Network Algorithms work. Learn how to implement Decision Trees and Random Forests. The book not only explains the Clas
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
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Most of the high-profile cases of real or perceived unethical activity in data science aren’t matters of bad intent. Rather, they occur because the ethics simply aren’t thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult.In this in-depth book, contribu
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135.15 zł
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To drugie wydanie bestsellerowego przewodnika po technikach uczenia maszynowego. Wystarczą minimalne umiejętności programistyczne, aby dzięki tej książce nauczyć się budowania i trenowania głębokiej sieci neuronowej. Zawarto tu minimum teorii, a proces nauki jest ułatwiony przez liczne przykłady i ćwiczenia. Wykorzystano gotowe rozwiązania i przeds
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In today's era of AI, accurately interpreting and communicating trustworthy, fair, and secure AI findings have become a crucial skill to master. This book bridges the gap between AI's pitfalls and potential by helping you build the ability to leverage machine learning with Python to visualize and integrate AI.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
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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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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
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With The Deep Learning Workshop, you'll learn about essential deep learning concepts, such as image recognition, text embedding, and neural networks, all so that you can build your own smart machine learning models. You'll be able to learn at your own pace with the help of interesting activities and hands-on exercises that will keep you hooked thro
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
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The Applied TensorFlow and Keras Workshop provides you with a blueprint to build an application that generates predictions using a deep learning model. You'll learn to apply techniques to improve the model: add more data and features, change its architecture, or create a new model by changing the core components to meet your own requirements.
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ebook
(71,24 zł najniższa cena z 30 dni)
85.49 zł
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The Deep Learning with Keras Workshop outlines a simple and straightforward way for you to understand deep learning with Keras. Starting with basic concepts such as data preprocessing, this book equips you with all the tools and techniques required for training your neural networks to solve various modeling problems.
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ebook
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107.10 zł
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With the help of engaging practical activities, The Unsupervised Learning Workshop teaches you how to apply unsupervised machine learning algorithms on enormous, cluttered datasets. You'll learn the best techniques and approaches and work on real-time datasets with this hands-on guide for beginners.
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116.10 zł
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The Applied AI and NLP Workshop will show you how to integrate artificial intelligence with Amazon Web Services to create intelligent applications. From developing language translation apps and chatbots to creating models for processing large volumes of images, you'll learn key concepts effectively and in a real-world context.
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116.10 zł
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Oto praktyczny przewodnik po wypróbowanej kompleksowej metodzie ułatwiającej przekładanie decyzji biznesowych na łatwe w realizacji, normatywne rozwiązania, oparte na danych i sztucznej inteligencji. Badacze danych, analitycy i menedżerowie znajdą tu techniki ułatwiające zadawanie właściwych pytań i generowanie wartości z wykorzystaniem nowoczesnyc
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To książka przeznaczona dla programistów i menedżerów, którzy wśród rodzących się idei uczenia maszynowego wciąż poszukują rozwiązań dla swojego biznesu. Autor omawia krok po kroku proces tworzenia i wdrażania aplikacji opartej na uczeniu maszynowym, a praktyczne koncepcje przedstawia za pomocą przykładowych kodów, rysunków i wywiadów z liderami w
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