Data science - ebooki
Ebooki z kategorii: Data science dostępne w księgarni Helion
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This book will help you to design, develop and implement machine learning models for streaming data to generate real-time insights. You'll also be able to explore the challenges associated with streaming data and its best practices.-
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Introducing Practical Smart Agents Development using Python, PyTorch, and TensorFlow KEY FEATURES Exposure to well-known RL techniques, including Monte-Carlo, Deep Q-Learning, Policy Gradient, and Actor-Critical. Hands-on experience with TensorFlow and PyTorch on Reinforcement Learning projects. Everything is concise, up-to-date, and visually
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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To zaktualizowane i rozszerzone wydanie bestsellerowego przewodnika po najnowszych narzędziach i metodach związanych z uczeniem przez wzmacnianie. Zawiera wprowadzenie do teorii uczenia przez wzmacnianie, a także wyjaśnia praktyczne sposoby kodowania samouczących się agentów w celu rozwiązywania praktycznych zadań. W tym wydaniu dodano sześć nowych
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książka
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ebook
(89,40 zł najniższa cena z 30 dni)
89.40 zł
149.00 zł(-40%) -
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Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio enginee
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Enable data and AI workloads with absolute security and scalability KEY FEATURES Detailed, step-by-step instructions for every data professional starting a career with data engineering. Access to DevOps, Machine Learning, and Analytics wirthin a single unified platform. Includes design considerations and security best practices for efficient u
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book teaches you how to use MLflow to support deep learning life cycle development with step-by-step instructions. You'll build NLP solutions from scratch and implement scalable deep learning pipelines from initial offline experimentation to production with coherent provenance tracking for code, data, models, and explainability.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book is written for developers who want to start using feature stores. This is a comprehensive overview that will teach you how to store, transform, curate, and share features. With the help of practical examples, you'll learn best practices for training, inference, and reusing features for other ML pipelines.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This book will show you how to implement practical Python solutions for time series analysis and anomaly detection. As you progress, you'll be able to extract insights and forecast using statistical, machine learning, and deep learning models.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based mod
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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To trzecie wydanie popularnego podręcznika, który ułatwi Ci zdobycie praktycznej wiedzy o uczeniu maszynowym w Pythonie. Zapoznasz się z różnymi technikami implementacji algorytmów uczenia maszynowego. Przeanalizujesz rzeczywiste przykłady techniki eksploracyjnej analizy danych, inżynierii cech, klasyfikacji danych, regresji, klastrowania i przetwa
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książka
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ebook
(71,40 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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Dr Yves Hilpisch szczegółowo opisuje zarówno podstawy teoretyczne, jak i praktyczne aspekty używania algorytmów sztucznej inteligencji w ramach usług i produktów finansowych. Opierając się na przykładach z języka Python, pokazuje metodyki, modele, założenia i techniki wdrażania AI, a także analizuje problemy mogące utrudniać to zadanie i przybliża
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książka
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ebook
(71,40 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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Develop AI based real-world Applications KEY FEATURES Provides a practical understanding of AI, including its concepts, tools and techniques. Includes step-by-by-step instructions for implementing machine learning and deep learning algorithms and features. Complex datasets and examples are used to expose mathematical illustrative and pseudo-co
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Machine Learning on Kubernetes guides you on how to implement the entire machine learning life cycle on the Kubernetes platform. The topics covered in this book help you to acquire the fundamental knowledge needed to set up and use a set of open source tools to deliver intelligent applications to production.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Nieodzownym elementem modelowania danych i wnioskowania jest niepewność. Jej źródłem może być sama wiedza, źródła danych, czy też błąd pomiaru urządzenia wynikający z jego skończonej dokładności. Niepewność wyrażona może być na rożne sposoby, np. przez dane brakujące, zmienne ukryte lub nieprecyzyjne wartości. W monografii zamiesz
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W niniejszej monografii zamieszczono prace, w których zaprezentowano skuteczność wybranych narzędzi zbiorów przybliżonych, zastosowanych na etapie transformacji oraz samej eksploracji danych.
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Domo is a power-packed BI and custom app development cloud platform that empowers organizations of all sizes to perform effective analysis in minutes. With the help of this book, you'll be able to intake data from any source, merge it with other relevant data, and publish an amazing visual story using Domo that will get you noticed.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Robotyka jest bardzo ciekawą dziedziną inżynierii o ogromnym znaczeniu praktycznym. Wymaga znajomości kilku dyscyplin wiedzy, takich jak algorytmika, matematyka czy mechanika. Równocześnie roboty oddziałują na wyobraźnię i są przedmiotem zainteresowania uczniów na każdym poziomie edukacji, od przedszkolnego po uniwersytecki. O ile jednak początkowe
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książka
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ebook
(41,40 zł najniższa cena z 30 dni)
41.40 zł
69.00 zł(-40%) -
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Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book featuring hands-on examples in Power BI with basic Python and R code, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learni
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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This book helps you get to grips with the rapidly growing data science domain and takes you on a journey from understanding which algorithm family to use to how to prevent bias. Through hands-on examples and clear analogies, you'll develop expertise in data science and open source tools no matter what your level of experience is.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book uses real-life datasets from Kaggle to explain basic statistics for machine learning for data segmentation, regression predictions, and forecasts. You'll focus on variable dependency and autocorrelation to build, test, and use a linear regression prediction model and time series forecasts.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights i
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, ma
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Accelerate the delivery of software, data, and machine learning KEY FEATURES Each chapter harmonizes the DevOps, Data Engineering, and Optimized Machine Learning cultures. Equips readers with AGILE skills to continuously re-prioritize production backlogs. Containerization, Docker, Kubernetes, DataOps, and MLOps are all rolled together. DESCRI
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine le
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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This updated second edition of Mastering Azure Machine Learning is a critically timed book. It builds upon simple and advanced NLP techniques, ML models such as boosted trees, deep neural network architectures, and more to help you leverage the power of Azure Machine Learning Services.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Prezentowana książka składa się z dwóch zasadniczych części. Część pierwsza ma charakter teoretyczny. Omawia genezę, rozwój, podstawy empiryczne i teoretyczne procesu klasyfikacji i grupowania danych. Jest pełna faktów, anegdot i własnych przemyśleń autorów. Część druga książki jest poświęcona szerokim badaniom teor
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Ta książka jest praktycznym wprowadzeniem do algorytmów i ich implementacji w Pythonie. Omówiono w niej wiele najciekawszych algorytmów służących do przeszukiwania, sortowania i optymalizacji. Zaprezentowano także te bazujące na... ludzkiej podświadomości. Nie zabrakło dość zaawansowanych tematów, takich jak algorytmy służące do uczenia maszynowego
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książka
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ebook
(42,09 zł najniższa cena z 30 dni)
41.40 zł
69.00 zł(-40%) -
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This book will take you through the out-of-the-box AI features in Power BI, showing you how to create your own AI model and integrate it into Power BI. You'll be able to quickly and easily enrich your data and gain better insights into patterns that can be found in your data by training your own AI model.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book will introduce you to the basics of PyTorch Lightning and how you can build deep learning models from scratch. You'll learn techniques for building a variety of model network architecture, debugging them, and tuning them by utilizing some of the advanced features of the PyTorch Lightning framework to research and invent new methods.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Democratizing Artificial Intelligence with UiPath will help you understand the power of UiPath's AI features and tools. This practical guide will help lower the barrier to using AI by teaching you how to integrate UiPath AI Center, UiPath Document Understanding, and Druid with automation. By taking a hands-on approach, you will quickly be able to s
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Distributed Machine Learning with Python takes you through state-of-the-art techniques built on top of traditional data and model parallelism approaches. It explains the concept of hybrid data-model parallelism, federated learning, and edge device learning with elastic and in-parallel model training in multi-tenant clusters.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Natural Language Processing with Flair is a book for NLP developers, data scientists, and machine learning enthusiasts who want to get up to speed with Flair to be able to put their knowledge to work by solving real-life problems. The book features a number of hands-on exercises showing how to create and deploy Flair NLP solutions with ease.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Explore the cosmic secrets of Distributed Processing for Deep Learning applications. KEY FEATURES In-depth practical demonstration of ML/DL concepts using Distributed Framework. Covers graphical illustrations and visual explanations for ML/DL pipelines. Includes live codebase for each of NLP, computer vision and machine learning applications.
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book serves as a concise path toward cracking Kaggle competitions as well as an all-encompassing guide to upgrading your skills and career as a data scientist.
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ebook
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audiobook
(171,75 zł najniższa cena z 30 dni)
206.10 zł
229.00 zł(-10%) -
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Explore Azure AI Platform Key Features Easy-to-follow tutorial for getting started with the Azure AI platform. Integrated platform for developing, deploying, and managing AI apps. Includes real-world scenarios and use-cases to fully explore Azure AI Platform. Description Microsoft Azure AI A Beginner's Guide explains the fundamentals of Azure
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Autorami poszczególnych rozdziałów są wykładowcy Wydziału Elektroniki i Technik Informacyjnych Politechniki Warszawskiej, którzy aktywnie biorą udział w rozwoju sztucznej inteligencji. W rozdziale pierwszym znajdują się informacje o historii, charakterze i zastosowaniach sztucznej inteligencji. Rozdział drugi traktuje o podstawowym nie tylko dla sz
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ebook
(31,70 zł najniższa cena z 30 dni)
35.70 zł
42.00 zł(-15%) -
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Automated Machine Learning on AWS is a practical guide that provides hands-on experience to help you learn how to automate a machine learning pipeline using the various AWS services. With this book, you will be able to successfully overcome any machine learning automation challenges on AWS in no time.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Take advantage of the power of cloud and the latest AI techniques. Whether you’re an experienced developer wanting to improve your app with AI-powered features or you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe sh
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark.In each chapter,
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Running machine learning on microcontrollers enables everyday objects to make smarter decisions through minimum interactions with the end user. This book features useful and exciting recipes that help you combine the capabilities of embedded ultra-low-power systems and machine learning for AI-powered IoT devices.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Developers working with machine learning will be able to put their knowledge to work with this practical guide to Amazon SageMaker Studio. The book takes a hands-on approach to implementing real-world machine learning use cases that will have you up and running quickly.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work thr
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Make use of the most advanced machine learning techniques to perform NLP and feature extraction Key Features Learn about pre-trained models, deep learning, and transfer learning for NLP applications. All-in-one knowledge guide for feature engineering, NLP models, and pre-processing techniques. Includes use cases, enterprise deployments, and a r
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Being the first book in the market to dive deep into the Transformers, this book is a step-by-step guide for data and AI practitioners to help enhance the performance of language understanding and gain expertise with hands-on implementation of transformers with Python, PyTorch, and TensorFlow
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ebook
(194,25 zł najniższa cena z 30 dni)
233.10 zł
259.00 zł(-10%) -
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A beginners guide to learn ROS, robotics platform, and practice building robotics system Key Features A step-by-step guide covering the robot's design, assembly, navigation and control. Numerous techniques, ROS packages, object detection and image processing concepts included. Practical exercises and sample codes to robotics design, simulation,
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Work with TensorFlow and Keras for real performance of deep learning Key Features Combines theory and implementation with in-detail use-cases. Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts. Exposure to Distributed Training, GANs and Reinforcement Learning. Description Mastering TensorFlow 2.x is a must to read and practice
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Pachyderm enables you to create collaborative data science workflows and reproduce your experiments at scale. This book will help you leverage Pachyderm's data versioning and lineage features to build scalable end-to-end AI/ML pipelines and show you how to deploy Pachyderm in leading cloud platforms, use its SaaS offering PachHub, and much more.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their fraud-fighting experience to provide best practices,
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Time Series Analysis on AWS teaches you how to leverage AI/ML managed services to deliver desired business outcomes with time series data. This book will help you solve modern time series analysis problems such as forecasting and anomaly detection using industrial equipment sensors or business metrics.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Fully updated with PyTorch and the latest additions to scikit-learn. Packed with clear explanations, visualizations, and working examples, the book covers essential machine learning techniques in depth, along with two cutting-edge machine learning techniques: transformers and graph neural networks.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Implementing ML pipelines using MLOps Key Features In-depth knowledge of MLOps, including recommendations for tools and processes. Includes only open-source cloud-agnostic tools for demonstrating MLOps. Covers end-to-end examples of implementing the whole process on Google Cloud Platform. Description This book will provide you with an in-depth
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Ta książka jest przystępnym wprowadzeniem do skomplikowanego świata, w którym za pomocą techniki TinyML wdraża się głębokie uczenie maszynowe w systemach wbudowanych. Nie musisz mieć żadnego doświadczenia z zakresu uczenia maszynowego czy pracy z mikrokontrolerami. W książce wyjaśniono, jak można trenować modele na tyle małe, by mogły działać w każ
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książka
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ebook
(59,40 zł najniższa cena z 30 dni)
59.40 zł
99.00 zł(-40%) -
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A Practising Guide to TensorFlow and Deep Learning Key Features Equipped with a necessary introduction to Deep Learning and AI. Includes demos and templates to give your projects a good start. Find more on the most important facets of AI, image, and speech recognition. Description This book begins with the configuration of an Anaconda developm
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Ta książka jest kompleksowym wprowadzeniem do matematyki dyskretnej, przydatnym dla każdego, kto chce pogłębić i ugruntować swoje umiejętności informatyczne. W zrozumiały sposób przedstawiono tu metody matematyki dyskretnej i ich zastosowanie w algorytmach i analizie danych, włączając w to techniki uczenia maszynowego. Zaprezentowano również zasady
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książka
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ebook
(41,40 zł najniższa cena z 30 dni)
41.40 zł
69.00 zł(-40%) -
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This book will help you derive insights from different data sources and add machine learning capabilities to your dashboards. With the help of practical examples, you will learn to build and share dashboards at scale, including embedded analytics. You will also understand how to use APIs to manage and monitor the AWS QuickSight ecosystem.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Product and service teams benefit tremendously by using unstructured data, and that's where Commerce.AI comes in, merging machine learning, product expertise, and big data to help businesses make accurate decisions using the world's largest unstructured data engine. This book shows you how to use AI to gain insights like never before.
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ebook
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audiobook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Machine Learning in Biotechnology and Life Sciences is a critically timed book for scientists and developers working in the biotechnology sector. This book takes a hands-on approach to bridging the gap for scientists who have a strong desire to learn and apply AI methods within their roles to drive efficiency and agility in their company.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Build machine learning models and train them to make Android applications much smarter. Key Features Learn by doing, training, and evaluating your own machine learning models. Includes pre-trained TensorFlow models for image processing. Explains practical use cases of artificial intelligence in Android. Description This book features technique
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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A Complete Data Analytics Guide for Learners and Professionals. Key Features Learn Big Data, Hadoop Architecture, HBase, Hive and NoSQL Database. Dive into Machine Learning, its tools, and applications. Coverage of applications of Big Data, Data Analysis, and Business Intelligence. Description These days critical problem solving related to dat
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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As machine learning becomes increasingly important across many industries, organizations need to keep up by building secure and scalable ML platforms. This handbook takes you through the whole process, from data science to system architecture and ML governance to help you become a true professional ML solutions architect.
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ebook
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audiobook
(152,10 zł najniższa cena z 30 dni)
233.10 zł
259.00 zł(-10%) -
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Covers Data Science concepts, processes, and the real-world hands-on use cases. Key Features Covers the journey from a basic programmer to an effective Data Science developer. Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. Implementation of MLOps using Microsoft Azure DevOps. Description "How is the Data Science
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Intelligent Workloads at the Edge is a practical guide to designing, deploying, and operating data-driven workloads on edge IoT devices for delivering cyber-physical outcomes. You'll work with hands-on projects to learn how to build intelligent applications that run on edge devices with AWS IoT Greengrass.
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This book can help you rapidly explore and build a broader range of machine learning models using DataRobot's capabilities. You'll learn how to deploy ML models and operationalize and monitor their performance using practical examples. Data science experts will learn how to scale model building by using the Python API, among other advanced topics.
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This Workshop will teach you how to build deep learning models from scratch using real-world datasets with the TensorFlow framework. You will gain the knowledge you need to process a variety of data types, perform tensor computations, and understand the different layers in a deep learning model.
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Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, risk analysts, and quantitative and algorithmic analysts will examine Python-based machine learning and deep learning models for assessing financial risk. Building hands-on AI-base
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The Azure Data Scientist Associate Certification Guide offers complete coverage of the DP-100 exam content to help you to pass it with confidence. This book goes beyond the requirements for the exam and provides additional knowledge to ensure success in your real-life data science projects too.
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Autor opisuje przypadki konstruowanych w XX wieku sztucznych zwierząt. Pierwszy elektryczny pies Philidog został zaprezentowany na Międzynarodowej Wystawie w Paryżu w 1929 roku. Potrafił on "tropić" światło, czyli podążać za jego źródłem. To dość prosta umiejętność, jednak ostatnie opisane przez autora zwierzęta wykazują znacznie bardziej skompliko
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This updated second edition of Learn Amazon SageMaker will teach you how to move quickly from business questions to high performance models in production. Using machine learning and deep learning examples implemented with Python and Jupyter notebooks, you'll learn how to make the most of the many features and APIs of Amazon SageMaker.
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The book includes Python code examples for Amazon Textract, Amazon Comprehend, and other AWS AI services to build a variety of serverless NLP workflows at scale with little prior machine learning knowledge. Packed with real-life business examples, this book will help you to navigate a day in the life of an AWS AI specialist with ease.
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Master the ML process, from pipeline development to model deployment in production. Key Features Prime focus on feature-engineering, model-exploration & optimization, dataops, ML pipeline, and scaling ML API. A step-by-step approach to cover every data science task with utmost efficiency and highest performance. Access to advanced data engineer
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rives next generation path with latest design techniques and methods in the fields of AI and Deep Learning Key Features Extensive examples of Machine Learning and Deep Learning principles. Includes graphical demonstrations and visual tutorials for various libraries, configurations, and settings. Numerous use cases with the code snippets and exa
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IBM Cloud Pak for Data is a data and AI platform that helps businesses with their data modernization initiatives and to democratize data access to accelerate advanced analytics. This book will teach you how to develop a trusted data foundation to operationalize AI with trust, reliability, and transparency in your business processes.
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An insightful journey to MLOps, DevOps, and Machine Learning in the real environment. Key Features Extensive knowledge and concept explanation of Kubernetes components with examples. An all-in-one knowledge guide to train and deploy ML pipelines using Docker and Kubernetes. Includes numerous MLOps projects with access to proven frameworks and t
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Ta książka jest nowatorskim podręcznikiem, w którym w zrozumiały, intuicyjny sposób opisano techniki sztucznej inteligencji. Została wzbogacona kolorowymi ilustracjami i zrozumiałym kodem, dzięki czemu pozwala o wiele łatwiej zagłębić się w złożoność modeli głębokiego uczenia. Trudniejsze zagadnienia matematyczne zostały ograniczone do niezbędnego
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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 book 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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Essential PySpark for Scalable Data Analytics is an introduction for anyone new to the distributed computing model. You'll learn to unlock the analytics world by building end-to-end data processing pipelines, starting with data ingestion, cleansing, and integration, through to data visualization and building and operationalizing predictive models.
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The book contains the most common as well as state-of-the-art methods in machine learning for time-series, and examples that every data scientist or analyst would have encountered, if not in their job, then in a job interview.
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Explore the capabilities of Amazon SageMaker to effectively train, deploy, and manage machine learning and deep learning models in AWS with complete and thoroughly explained hands-on examples. With 80 proven recipes, this step-by-step guide will help you build the skills necessary to contribute to real-life ML requirements and projects.
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Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment. Key Features In-depth explanation and code samples highlighting the features of the Julia language. Extensive coverage of the Julia development ecosystem, package management, DevOps environment integration, and perfo
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Build AI applications using Python to intelligently interact with the world around you. Key Features Covers the practical aspects of Machine Learning and Deep Learning concepts with the help of this example-rich guide to Python. Includes graphical illustrations of Natural Language Processing and its implementation in NLTK. Covers deep learning
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Explore the infinite possibilities offered by Artificial Intelligence and Neural Networks Key Features Covers numerous concepts, techniques, best practices and troubleshooting tips by community experts. Includes practical demonstration of robust deep learning prediction models with exciting use-cases. Covers the use of the most powerful researc
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Połącz kropki zaprasza do przedziwnego świata najnowszych technologii - tak szeroko, jak żadna dotychczas książka na polskim rynku wydawniczym. Inżynieria genetyczna, automatyczna synteza chemiczna, nanoroboty medyczne, uczenie maszynowe, autonomiczne drony militarne, synteza organów in vitro... Publikacja wprowadza w podstawy tych wynalazków, prez
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Część I podręcznika stanowi wprowadzenie. Przedstawia w stopniu wystarczającym do dalszej lektury zagadnienia dotyczące sieci neuronowych, optymalizacji stochastycznej i programowania dynamicznego, czyli trzech podstawowych narzędzi służących do budowy systemów adaptacyjnych i uczących się. Część II jest poświęcona uczeniu się ze wzmocnienie
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Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitor
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This book takes you through the concepts of the FastAPI framework, including its powerful dependency injection system. You'll learn how to build tested and reliable data science apps in Python using FastAPI, train machine learning models, and deploy them to the web.
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Rasa provides an open-source framework for developing AI chatbots that uses natural language processing (NLP) and machine learning technologies. With this book, you'll become well-versed with all that Rasa offers to help you build a next-level customer experience at scale.
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Guide to Marketing Automation and Accelerated ROI on Advertising Key Features Demonstrates how a DSP works, its bidding strategies, impression tracking, and configurations. Exemplifies how AI/ML simplifies bidding strategies. Illustrates how SSP, exchange, ad-server, and header-bidding (client and server-side) work in detail. Description This
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The book provides a one-stop solution for getting into data science with Python and teaches how to extract insights from data.
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Most data scientists and engineers today rely on quality labeled data to train machine learning models. But building a training set manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Wee Hyong Tok, Amit Bahree, and Senja Filipi show you how to create product
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Going beyond the basics, Amazon SageMaker Best Practices provides end-to-end coverage of the service capabilities that the platform offers for building and automating machine learning workloads to address data science challenges. With this book, you'll discover tips to train, deploy, and monitor your machine learning solutions efficiently.
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Building Data-Driven Applications with Danfo.js enables you to manipulate, analyze, and wrangle structured data in JavaScript environments. If you're a JavaScript developer working with data, this book will serve as a practical guide to using Danfo.js.
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Deep Learning with fastai Cookbook helps you to quickly apply fastai to create deep learning applications. This recipe-based book teaches you how to use fastai for each of the four application areas that the framework explicitly supports: tabular data, text data (NLP), recommender systems, and vision data.
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Concepts of Machine Learning with Practical Approaches. Key Features Includes real-scenario examples to explain the working of Machine Learning algorithms. Includes graphical and statistical representation to simplify modeling Machine Learning and Neural Networks. Full of Python codes, numerous exercises, and model question papers for data scie
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Explore the accurate and fast fine-tuning capabilities of transformer-based language models and understand how they outperform traditional machine learning-based approaches when solving challenging NLU problems. Developers working with the Transformers architecture will be able to put their knowledge to work with this practical guide.
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Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine l
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Wybitny informatyk i laureat Nagrody Turinga pokazuje, jak zrozumienie przyczynowości zrewolucjonizowało naukę i jak zrewolucjonizuje sztuczną inteligencję.
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This book on marketing analytics with Python will quickly get you up and running using practical data science and machine learning to improve your approach to marketing. You'll learn how to analyze sales, understand customer data, predict outcomes, and present conclusions with clear visualizations.
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Data Processing with Optimus helps you learn how to load, clean, and transform data easily with Optimus. This book is a step-by-step guide for preparing data to perform key data science tasks such as machine learning, analytics, feature engineering, and reporting to help you to build end-to-end real-world applications with ease.
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A problem-focused guide for tackling industrial machine learning issues with methods and frameworks chosen by experts. Key Features Popular techniques for problem formulation, data collection, and data cleaning in machine learning. Comprehensive and useful machine learning tools such as MLFlow, Streamlit, and many more. Covers numerous machine
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Millions of software developers use Python, and it is a powerful foundation for classical and quantum computing. Dancing with Python teaches you how to create elegant and efficient code using Pythonic techniques. Its integrated introduction to quantum computing development helps you extend your skills to the next major computing technology.
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This book takes away the fear of working with, analyzing, and visualizing data. Understand the key concepts involved with data analytics while working with real-world business examples. You are introduced to two fantastic tools to cleanse and analyze data (KNIME) and visualize your insights (Microsoft Power BI), but the principles from this book ca
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Gain a high-level introduction to GPT-3 and the OpenAI API with Exploring GPT-3. Get started without prior programming experience and learn how to work with GPT-3 for text generation, classification, semantic search, and more either without coding using the OpenAI Playground or by following simple code examples in both JavaScript and Python.
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Exploring GPT-3. An unofficial first look at the general-purpose language processing API from OpenAI
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Machine Learning Engineering with MLflow is a step-by-step guide that will have you up and running, and productive in no time with MLflow using the most effective machine learning engineering approach. You will also learn how to scale MLflow in big data environments and for high computing demands.
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step-by-step approach to Python programming with machine learning fundamental and theoretical principles. Key Features Introduces readers to Python programming in a very simple way. Extensive practical demonstration of Python concepts using numerous examples. Implementation of machine learning in Python using hands-on techniques. Description T
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Key Features Understand applications like reinforcement learning, automatic driving and image generation. Understand neural networks accompanied with figures and charts.. Learn about determining coefficients and initial values of weights. Description Deep learning helps you solve issues related to data problems as it has a vast array of mathem
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Getting Started with Streamlit for Data Science takes you from the basics of web app development in the Streamlit library and machine learning model deployment in Heroku and AWS. The book shows you how you can use Streamlit for a variety of projects to improve job applications and resumes and much more.
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179.10 zł
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This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed wit
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169.14 zł
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AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android.Laurence Moroney, lead AI advocate at Google
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169.14 zł
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Ta książka jest praktycznym podręcznikiem opartym na sprawdzonej metodyce: nauce poprzez pisanie kodu w Pythonie. Aby w pełni z niego skorzystać, nie musisz znać wyższej matematyki. Dzięki praktycznym lekcjom szybko zaczniesz programowo tworzyć konkretne rozwiązania. Dowiesz się, jak można zaimplementować najważniejsze algorytmy uczenia maszynowego
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Ideal for anyone who is just getting started with machine learning, this hands-on data science book will give you experience building predictive models using industry-standard tools and techniques. It will help you develop the skills and understanding to generate valuable insights and make data-driven business decisions.
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This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introd
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Explore the complex app development concepts for iOS application programming with fun and ease. Key Features In-depth knowledge with practical examples on how to develop professional iOS apps. Includes coverage on the entire iOS application development, right from designing the UI to application deployment. Get to know more about machine learni
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Książka wprowadza w teoretyczne fundamenty uczenia głębokiego — znalazły się w niej wyjaśnienia podstawowych pojęć związanych z tą dziedziną i różnice pomiędzy poszczególnymi typami sieci neuronowych. Opisano tutaj również metody programowania algorytmów używanych w uczeniu głębokim i sposoby ich wdrażania. Dzięki lekturze lepiej zrozumiesz s
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W tym przewodniku znajdziesz przegląd najważniejszych zasad projektowania interfejsów głosowych, a także opis narzędzi służących do tego celu. Poza najbardziej podstawowymi informacjami o mechanizmach rozpoznawania głosu omówiono złożone strategie rozumienia języka naturalnego, analizę nastroju, zbieranie danych oraz techniki przekształcania tekstu
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Dzięki tej książce zdobędziesz wszystkie potrzebne informacje i umiejętności, aby skutecznie używać Pythona do analizy danych. Omówiono tu niezbędne podstawy statystyki i zasady analizy danych. Wyczerpująco przedstawiono zaawansowane zagadnienia dotyczące przygotowania, przetwarzania i modelowania danych, a także ich wizualizacji. W zrozumiały spos
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Ta książka jest praktycznym wprowadzeniem do algorytmów i ich zastosowania. Znalazły się w niej podstawowe informacje i pojęcia dotyczące algorytmów, ich działania, a także ograniczeń, jakim podlegają. Opisano też techniki ich projektowania z uwzględnieniem wymagań dotyczących struktur danych. Zaprezentowano klasyczne algorytmy sortowania i wyszuki
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