Uczenie maszynowe - ebooki
Ebooki z kategorii: Uczenie maszynowe dostępne w księgarni Helion
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Computer Vision Using AWS AI Services enables machine learning engineers and data scientists to build and scale CV applications on AWS quickly. This comprehensive guide covers best practices to consider and shows you how to integrate AWS AI/ML services into production environments with little code.-
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(116,10 zł najniższa cena z 30 dni)
39.90 zł
129.00 zł(-69%) -
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Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing d
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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This book is a comprehensive guide that teaches Android developers asynchronous programming using Kotlin flows and coroutines. You’ll begin with the basics of asynchronous programming, including an overview of coroutines and flows, while also integrating them into your Android projects. You’ll also learn how to create high-performant
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(80,91 zł najniższa cena z 30 dni)
39.90 zł
89.90 zł(-56%) -
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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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(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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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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(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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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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(170,10 zł najniższa cena z 30 dni)
39.90 zł
189.00 zł(-79%) -
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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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(134,10 zł najniższa cena z 30 dni)
39.90 zł
149.00 zł(-73%) -
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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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(71,91 zł najniższa cena z 30 dni)
25.90 zł
79.90 zł(-68%) -
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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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(169,14 zł najniższa cena z 30 dni)
29.90 zł
199.00 zł(-85%) -
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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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(203,15 zł najniższa cena z 30 dni)
29.90 zł
239.00 zł(-87%) -
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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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(143,10 zł najniższa cena z 30 dni)
39.90 zł
159.00 zł(-75%) -
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Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices al
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(169,14 zł najniższa cena z 30 dni)
29.90 zł
199.00 zł(-85%) -
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Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny dev
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(143,65 zł najniższa cena z 30 dni)
29.90 zł
169.00 zł(-82%) -
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Deep Learning is a trending topic in AI currently, as it allows you to make faster and more accurate predictions using the power of neural networks. This book will teach you the process of neural network design, and show you how to develop efficient deep learning applications using Deeplearning4j through practical and easy to implement recipes.
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ebook
(107,10 zł najniższa cena z 30 dni)
39.90 zł
119.00 zł(-66%) -
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This book will help you master your skills in various artificial intelligence and machine learning services available on AWS. Through practical hands-on examples, you’ll learn how to use these services to generate impressive results. You will have a tremendous understanding of how to use a wide range of AWS services in your own organization.
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(98,10 zł najniższa cena z 30 dni)
39.90 zł
109.00 zł(-63%) -
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Mastering OpenCV 4 with Python is a comprehensive guide to help you to get acquainted with various computer vision algorithms running in real-time. This book will help you to build complete projects on image processing, motion detection, and image segmentation where you can gain advanced computer vision techniques.
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(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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This Learning Path is your guide to understanding OpenCV concepts and algorithms through real-world examples and projects. By taking this Learning Path, you will be able to work on complex projects that involves image processing, motion detection, and image segmentation.
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(161,10 zł najniższa cena z 30 dni)
39.90 zł
179.00 zł(-78%) -
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With the help of this book, you'll build smart algorithmic models using machine learning algorithms covering tasks such as time series forecasting, backtesting, trade predictions, and more using easy-to-follow examples. By the end, you'll be able to adopt algorithmic trading in your own business and implement intelligent investigative strategies.
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(170,10 zł najniższa cena z 30 dni)
39.90 zł
189.00 zł(-79%) -
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This book will empower you to apply Artificial Intelligence techniques to design applications for natural language processing, robotics, and other real-world use-cases. You will be able to develop, debug, deploy and optimize intelligent AI systems for self-driving cars, game playing, and much more.
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(134,10 zł najniższa cena z 30 dni)
39.90 zł
149.00 zł(-73%) -
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Machine learning explores the study and construction of algorithms that can learn from and make predictions on data. This book will act as an entry point for anyone who wants to make a career in Machine Learning. It covers algorithms like Linear regression, Logistic Regression, SVM, Naïve Bayes, K-Means, Random Forest, and Feature engineeri
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(134,10 zł najniższa cena z 30 dni)
39.90 zł
149.00 zł(-73%) -
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Convolutional Neural Networks (CNN) are one of the most popular architectures used in computer vision apps. This book is an introduction to CNNs through solving real-world problems in deep learning while teaching you their implementation in popular Python library - TensorFlow. By the end of the book, you will be training CNNs in no time!
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(80,91 zł najniższa cena z 30 dni)
39.90 zł
89.90 zł(-56%) -
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Walks through the hands-on process of building intelligent agents from the basics and all the way up to solving complex problems including playing Atari games and driving a car autonomously in the CARLA simulator. Discusses various learning environments and how to transform real-world problems into learning environments and solve using the agents.
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(107,10 zł najniższa cena z 30 dni)
39.90 zł
119.00 zł(-66%) -
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Apache Spark Deep Learning Cookbook presents useful tips and tricks to overcome any problem related to building efficient distributed deep learning applications on Apache Spark. With the help of this book, you will leverage powerful deep learning libraries such as TensorFlow to develop your models and ensure their optimum performance.
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(134,10 zł najniższa cena z 30 dni)
39.90 zł
149.00 zł(-73%) -
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Discover the world of ML through the lens and application of Core ML. We will take you through examples; each example provides a new use case uncovering how ML can be applied specifically to computer vision tasks. By the end of the book, you will have the intuition and skills required to boost your iOS applications with the help of machine learning
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ebook
(134,10 zł najniższa cena z 30 dni)
39.90 zł
149.00 zł(-73%) -
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Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, und
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ebook
(203,15 zł najniższa cena z 30 dni)
29.90 zł
239.00 zł(-87%) -
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Niniejsza książka jest przeznaczona dla osób, które chcą projektować inteligentne algorytmy, a przy tym mają podstawy z zakresu programowania, matematyki i statystyki. Przedstawiono tu schematy projektowe i praktyczne przykłady rozwiązań. Opisano algorytmy, które przetwarzają strumienie danych pochodzące z internetu, a także systemy rekomendacji i
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książka
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(32,94 zł najniższa cena z 30 dni)
32.94 zł
54.90 zł(-40%) -
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Niniejsza książka uchyla rąbka tajemnicy i pokazuje, jak działają maszyny uczące, dzięki którym funkcjonują Google, Amazon i nasze smartfony. Autor prezentuje pięć głównych szkół uczenia maszynowego, z których każda daje różne odpowiedzi na te same, fundamentalne pytania o uczenie się, o pozyskiwanie wiedzy i jej wykorzystanie. W przystępny sposób
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Ta książka jest przeznaczona dla praktyków, przede wszystkim programistów, architektów i naukowców, którzy chcą się nauczyć projektowania systemów uczących. Podstawowe pojęcia dotyczące uczenia maszynowego wyjaśniono tu poprzez praktyczne przykłady. Przedstawiono możliwości TensorFlow jako systemu do przeprowadzania obliczeń na tensorach. Omówiono
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This latest edition emphasizes AI risk management, the AI/ML adoption journey, and the emerging field of generative AI, highlighting the increasing importance of developing secure and scalable ML platforms across industries.
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ebook
(116,10 zł najniższa cena z 30 dni)
39.90 zł
129.00 zł(-69%) -
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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 najniższa cena z 30 dni)
38.90 zł
89.99 zł(-57%) -
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When data is presented to you in a graphical or pictorial format, you can analyze it more effectively. This book begins by introducing you to basic concepts, such as grammar of graphics and geometric objects. It then goes on to explain these concepts in detail with examples. Once you are comfortable with basics, you can learn all about the advanced
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ebook
(80,91 zł najniższa cena z 30 dni)
39.90 zł
89.90 zł(-56%) -
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Niniejsza książka jest przystępnie napisanym podręcznikiem, dzięki któremu poznasz niektóre zaawansowane techniki uczenia maszynowego. Szczególną uwagę poświęcono tu algorytmom uczenia maszynowego: zostały dokładnie wyjaśnione, opisano ich zastosowanie oraz topologię, metody uczenia i miary wydajności. Każdy rozdział uzupełniono o wykaz źródeł, pom
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This comprehensive guide introduces AI agents, Model Context Protocol (MCP), and how to implement it across various tools like Gmail, Slack, and YouTube. Learn to integrate AI seamlessly into your workflow.
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ebook
(80,91 zł najniższa cena z 30 dni)
39.90 zł
89.90 zł(-56%) -
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Description Generative AI is changing the way we think about creativity and problem-solving. This book is your go-to guide for understanding and working with this exciting technology. This book offers a clear introduction to generative AI, starting with basics like machine learning and deep learning. It explains key models, including GANs and VAEs
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ebook
(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Master calculus fundamentals essential for AI and machine learning. This guide covers derivatives, integrals, limits, and multivariable calculus, emphasizing applications in neural networks, optimization, and data science techniques.
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ebook
(35,91 zł najniższa cena z 30 dni)
27.90 zł
39.90 zł(-30%) -
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Learn the core concepts of linear algebra essential for machine learning. This course guides you through vectors, matrices and their applications culminating in principal component analysis, making it a perfect guide for beginners and professionals.
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ebook
(35,91 zł najniższa cena z 30 dni)
27.90 zł
39.90 zł(-30%) -
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Dive into the world of Machine Learning with Python, exploring essential algorithms, data scrubbing techniques, and model design to unlock the potential of AI and data science.
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(35,91 zł najniższa cena z 30 dni)
27.90 zł
39.90 zł(-30%) -
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Discover data labeling methods through Python libraries, ML algorithms, and generative AI with this guide covering best practices, advanced methods, and tools. This book will simplify model training for regression, classification, and clustering.
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ebook
(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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With over 70 project-based recipes, the TinyML Cookbook is a practical guide that will help you to get the most out of your microcontrollers. It provides a comprehensive understanding of the theoretical foundations while giving you hands-on experience training ML models for deployment on Arduino Nano 33 BLE Sense, Raspberry Pi Pico, and SparkFun Re
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ebook
(116,10 zł najniższa cena z 30 dni)
39.90 zł
129.00 zł(-69%) -
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Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anth
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
219.00 zł(-86%) -
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Machine Learning with LightGBM and Python is a practical guide that takes you from the essentials of machine learning and the data science processes to building production-ready, high-performance machine learning solutions using LightGBM on -of-the-art platforms.
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(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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This is a practical workbook that analyzes past Kaggle competitions in hopes of helping readers understand the best practices on how to approach future challenges. With the help of this workbook, readers will experience the case studies as if they themselves were part of the competitions and gain hands-on experience on how to approach their first K
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(76,49 zł najniższa cena z 30 dni)
39.90 zł
84.99 zł(-53%) -
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Bring elasticity and innovation to Machine Learning and AI operations KEY FEATURES Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational with ML. Packed with real-world examples, practical guides, and expert data science methods for improving AI/ML education on AWS. Includes ready-made, purpose-bui
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ebook
(71,91 zł najniższa cena z 30 dni)
25.90 zł
79.90 zł(-68%) -
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Deep Learning with TensorFlow and Keras, Third Edition teaches deep learning techniques alongside TensorFlow (TF) and Keras. The book introduces neural networks with TensorFlow, runs through the main applications, covers two working example apps, and then dives into TF and cloud in production, TF mobile, and using TensorFlow with AutoML.
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(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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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 ab
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ebook
(134,10 zł najniższa cena z 30 dni)
39.90 zł
149.00 zł(-73%) -
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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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audiobook
(197,10 zł najniższa cena z 30 dni)
39.90 zł
219.00 zł(-82%) -
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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
(170,10 zł najniższa cena z 30 dni)
39.90 zł
189.00 zł(-79%) -
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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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(98,10 zł najniższa cena z 30 dni)
39.90 zł
109.00 zł(-63%) -
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W tej praktycznej książce opisano wszelkie niezbędne narzędzia, techniki i rozwiązania, których potrzebujesz do tworzenia użytecznych produktów wykorzystujących potęgę modeli językowych. Na początku zdobędziesz wiedzę o budowie modelu językowego. Następnie poznasz różne sposoby zastosowania modeli językowych, czy to poprzez bezpośrednie zapytania d
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(71,20 zł najniższa cena z 30 dni)
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Ta książka łączy perspektywy inżynierów, ludzi biznesu, przedstawicieli rządów i społeczników. Ułatwia zrozumienie korzyści i szans, jakie niosą ze sobą autonomiczne systemy oparte na uczeniu maszynowym. Zawiera siedem ważnych zasad, które pozwolą na ograniczanie ryzyka nadużyć i wypadków związanych z AI, a także zapewnią, by technologie tego rodza
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(32,94 zł najniższa cena z 30 dni)
32.94 zł
54.90 zł(-40%) -
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Ta książka jest znakomitym przewodnikiem po technikach uczenia głębokiego. Poza wyczerpująco przedstawionymi podstawami znajdziesz tu zasady implementacji tych technik z wykorzystaniem języka R i biblioteki Keras. Dzięki przystępnym wyjaśnieniom i praktycznym przykładom szybko zrozumiesz nawet bardziej skomplikowane zagadnienia uczenia głębokiego.
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Develop production-ready NLP and LLM pipelines with Haystack using strict tool contracts, and orchestrate context-aware, observable RAG and agentic workflows with LangGraph for scalable, customizable AI applications.
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(109,00 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This definitive guide provides a comprehensive framework for securing large language models against evolving threats by systematically identifying, assessing, and mitigating the risks.
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(109,00 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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Description Amazon Web Services is the world's most comprehensive and broadly adopted cloud computing platform, providing on-demand access to IT resources, such as computing power, database storage, and other essential services, over the internet with pay-as-you-go pricing. With its vast array of services and tools, AWS provides a scalable and flex
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Description The explosive growth of interconnected devices and digital platforms has led to cybersecurity becoming a cornerstone of modern technological infrastructure. In an era of AI-driven misinformation and smart IoT vulnerabilities, innovative defense mechanisms are more critical than ever. This book offers a structured and insightful journey
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Description Microsoft 365 is a comprehensive, cloud-based productivity and collaboration suite. It is not just a collection of apps; it is an integrated platform designed to empower individuals and organizations to work more efficiently and securely from anywhere. This book is your comprehensive companion to understanding the Microsoft 365 ecosyst
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Description Quantum computing is redefining computational boundaries, offering solutions to complex problems that classical computing struggles to address. A deep understanding of quantum principles, algorithms, and practical tools is essential for professionals and researchers navigating this transformative technology. Quantum computing is no long
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Description Modern businesses need scalable, cost-efficient data platforms; however, traditional, fragmented systems are complex and expensive. Snowflake provides a modern, cloud-native, fully managed solution, simplifying data architecture while delivering performance and flexibility. This book helps readers leverage Snowflake's full potential for
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Tackle the core challenges related to enterprise-ready graph representation and learning. With this hands-on guide, applied data scientists, machine learning engineers, and practitioners will learn how to build an E2E graph learning pipeline. You'll explore core challenges at each pipeline stage, from data acquisition and representation to real-tim
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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This book offers an in-depth exploration of AI's societal impact, including its ethical dilemmas, role in cybersecurity, and influence on privacy and misinformation. It examines how AI is reshaping human relationships and its future potential.
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(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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Description AI is useful when it runs in large machines in data centers, but only when it makes it down to stand-alone edge devices will it unlock countless new use cases and applications. TinyML is transforming AI by bringing ML capabilities to small, low-power devices at the very edge of the network. This book will guide you through building the
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Description AI and ML are reshaping industries and creating unprecedented opportunities for innovation. They play a crucial role in helping businesses grow in a multitude of use cases and create applications, used by millions worldwide. Designed for coders of all levels, this book bridges the gap between theoretical concepts and real-world applicat
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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This book will help you explore the implementation of various well-known machine learning algorithms work with various C++ frameworks and libraries. You'll learn basic-to-advanced machine learning concepts with practical and easy-to-follow examples.
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(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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Description Statistics is a powerful tool for data analysis, visualization, and inference. Python is a popular programming language that offers a rich set of libraries and frameworks for statistical computing. Together, they can help you solve real-world problems and make informed decisions based on data. This book teaches you how to use Python to
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(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Description This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algorithms to drive better insights. This book offers a tho
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ebook
(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Learn how applied graph deep learning crafts intelligent systems by decoding data's interconnected nature with modern deep learning and see how sophisticated graph-based models yield precision, revealing fresh insights across diverse domains.
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(125,10 zł najniższa cena z 30 dni)
39.90 zł
139.00 zł(-71%) -
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Description Generative AI for Financial Services is a book targeted at any AI practitioner who wants to understand how generative AI works on a fundamental level and extend that learning to risks, challenges, and opportunities in regulated industries like financial services. This book explores generative AI and its applications in financial servic
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ebook
(89,91 zł najniższa cena z 30 dni)
30.90 zł
99.90 zł(-69%) -
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Apache Spark for Machine Learning teaches you to use Spark for big data processing and solving future big data challenges.
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(98,10 zł najniższa cena z 30 dni)
39.90 zł
109.00 zł(-63%) -
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Description Data engineering is the art of building and managing data pipelines that enable efficient data flow for AI/ML projects. This book serves as a comprehensive guide to data engineering for AI/ML systems, equipping you with the knowledge and skills to create robust and scalable data infrastructure. This book covers everything from foundati
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Description In today's data-driven world, the ability to extract meaningful insights from vast datasets is crucial for success in various fields. This ultimate book for mastering open-source libraries of data science in Python equips you with the essential tools and techniques to navigate the ever-evolving field of data analysis and visualization.
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Master NLP through practical recipes in this second edition of Python Natural Language Processing Cookbook that expands on data preparation and modeling, and delves into transformer models, GPT-4, NLU, and XAI for advanced NLP tasks.
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Description Fun with Data Analysis and BI teaches you how to turn raw data into actionable insights using business intelligence tools. It equips you with essential skills to make data-driven decisions and effectively communicate findings. This book is designed to guide you through learning SQL from the ground up. Starting with installation and env
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This book provides a concise introduction to TensorFlow 2, focusing on its most useful APIs and practical applications, making it an essential reference for developers.
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A comprehensive guide to Python 3 and machine learning, covering from basic programming to advanced machine learning algorithms. Ideal for beginners and experienced programmers, this book includes practical examples and projects to master Python and machine learning.
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This book offers an introduction to Python and its libraries essential for TensorFlow. It includes practical examples and exercises, making it ideal for developers looking to enhance their programming skills.
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Description "High-Performance Algorithmic Trading using AI" is a comprehensive guide designed to empower both beginners and experienced professionals in the finance industry. This book equips you with the knowledge and tools to build sophisticated, high-performance trading systems. It starts with basics like data preprocessing, feature engineering,
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This book offers a detailed guide to linear programming, from basic concepts to advanced techniques, including the Simplex Method, duality, and sensitivity analysis. It incorporates practical examples and exercises using popular software tools.
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This book is a comprehensive guide to using COMSOL 5 and MATLAB for multiphysics modeling, from basic setups to advanced simulations. It includes practical examples and integration tips.
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This book offers a systems analytics approach to data science for IoT engineers, covering basic principles to advanced machine learning methods and practical applications.
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This book offers a practical guide to understanding and applying Angular alongside machine learning concepts using TensorFlow.js and Keras.
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This book intends to provide a collection of various MCQs on data science Key Features Comprehensive coverage of data science concepts and features. Multiple-choice questions to test and assess knowledge effectively. Over 5000 multiple-choice questions for practice. Description This book is a comprehensive manual created to assess and improve
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Our book explains learning algorithms related to real-world problems, with implementations in languages like R, Python, etc. Key Features Basic understanding of machine learning algorithms via MATLAB, R, and Python. Inclusion of examples related to real-world problems, case studies, and questions related to futuristic technologies. Adding futu
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Whether you are relatively new to AI/ML or an experienced solutions architect working to address emerging business challenges, this book covers everything you need to design, implement, and manage complex AI/ML workloads on Google Cloud.
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Explore the world of Artificial Intelligence with a deep understanding of Machine Learning concepts and algorithms Key Features A detailed study of mathematical concepts, Machine Learning concepts, and techniques. Discusses methods for evaluating model performances and interpreting results. Explores all types of Machine Learning (supervised, u
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Introduction to Algorithms offers a detailed introduction to the world of algorithms. Perfect for those new to computer science, this book covers all fundamental concepts, helping readers understand & implement algorithms effectively.
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Unlock the power of data with Data Analysis Foundations with Python. This comprehensive guide introduces essential techniques & tools for analyzing data using Python, making it perfect for beginners & professionals looking to enhance their skills.
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This course demystifies complex topics, providing you with a solid foundation in data analysis and algorithm optimization. Perfect for technical professionals aiming to enhance their understanding and application of machine learning.
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This book is intended to provide a collection of various MCQs of the Python programming language KEY FEATURES Comprehensive coverage of Python concepts and features. Over 5000 multiple choice questions to test and assess the readers knowledge effectively. DESCRIPTION This Python Question Bank comprises multiple-choice questions (MCQs) for emp
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This book helps software engineers, data scientists, ML and AI engineers, and research and development teams to learn and implement privacy-preserving machine learning as well as protect companies against privacy breaches.
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This book will help you use a set of optimization techniques and strategies to speed up the training process of ML models. You'll learn how to identify performance bottlenecks, decide the most suitable approach, and implement the correct solution.
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Empowering AI innovations: The fusion of microservices and ML KEY FEATURES Microservices and ML fundamentals, advancements, and practical applications in various industries. Simplify complex ML development with distributed and scalable microservices architectures. Discover real-world scenarios illustrating the fusion of microservices and ML, s
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Hone your machine learning skills to unlock robust models with less data through active machine learning. Tame messy datasets, conquer concept drift, and drive ML productivity with Python's active learning toolkit.
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Dive into machine learning with our course, designed to guide you in building your own recommender system using Scikit-Learn, complete with practical datasets and ethical considerations.
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Build high-impact ML/AI solutions by optimizing each step KEY FEATURES Build and fine-tune models for maximum performance. Practical tips to make your own state-of-the-art AI/ML models. ML/AI problem solving tips with multiple case studies to tackle real-world challenges. DESCRIPTION This book approaches data science solution building using
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Master your expertise and skills in machine learning with this AWS Certified Machine Learning Specialty exam guide. Become proficient in designing robust solutions and prove expertise in deploying machine learning models on the AWS cloud.
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Turn raw data into meaningful solutions KEY FEATURES Complete guide to master data science basics. Practical and hands-on examples in ML, deep learning, and NLP. Drive innovation and improve decision making through the power of data. DESCRIPTION Learn Data Science from Scratch equips you with the essential tools and techniques, from Python l
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Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud API
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Bayesian inference uses probability distributions and Bayes' theorem to build flexible models. This book uses PyMC to abstract all mathematical and computational details from this process, allowing readers to solve a range of data science problems.
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Machine learning is an important driver of innovation in software products. This book will help you take your machine learning prototype to the next level and scale it up using concepts such as data provisioning, processing, and quality control.
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This book is your complete guide to seamless ML operations on OpenShift. You’ll master MLOps concepts, explore OpenShift Data Science, Pachyderm, and Intel OpenVino, along with the provision, configuration, and operationalization of the MLOps platform.
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Unlock the power of MATLAB for machine learning with this comprehensive guide. From data handling to advanced techniques like deep learning, NLP, and anomaly detection, gain practical skills applicable across a range of AI applications.
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Unleash the hidden potential of Python to emerge as a change maker of contemporary industry KEY FEATURES Explore Python commands for RPA, workflows and hyperautomation. Concise chapters with lucid examples and elaborate codes that make learning interesting. Practical industry use case at the end of every chapter to highlight its real world app
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Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorit
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This book explores MXNet/Gluon libraries, delves into toy dataset analysis, and assists in creating deep neural network architectures. With practical examples, it enables you to perform tasks such as transfer learning and transformers in with ease.
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Machine Learning Security with Azure will help you assess the vulnerabilities in your data, models, and environments, and implement the latest industry security best practices. You’ll get to grips with managing, securing, and monitoring your Azure machine learning workloads throughout the ML lifecycle while developing responsible AI applicat
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Discover the power of Conformal Prediction with the Practical Guide to Applied Conformal Prediction in Python. Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.
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Analyze, Architect, and Innovate with Databricks Lakehouse KEY FEATURES Create a Lakehouse using Databricks, including ingestion from source to Bronze. Refinement of Bronze items to business-ready Silver items using incremental methods. Construct Gold items to service the needs of various business requirements. DESCRIPTION The Databricks Lak
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Harness the power of MLOps for managing real time machine learning project cycle KEY FEATURES Comprehensive coverage of MLOps concepts, architecture, tools and techniques. Practical focus on building end-to-end ML Systems for Continual Learning with MLOps. Actionable insights on CI/CD, monitoring, continual model training and automated retrain
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As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tac
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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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Machine Learning with Qlik Sense enables you to master machine learning skills and techniques and expand the use of analytics to predictive use cases. The chapters are designed to help you learn the key concepts of machine learning using practical examples, enabling you to create better analytics applications and get the most out of your data.
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The book is a foundational guide for developers keen on mastering machine learning and statistical modeling in R. It offers a hands-on approach along with real-world applications. Whether you're a beginner or looking to upgrade your skills, the book equips you with practical knowledge to tackle a wide array of tasks in ML and statistics.
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With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS.This practical book shows data engineers, data sc
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Learn how to build a complete machine learning pipeline by mastering feature extraction, feature selection, and algorithm training KEY FEATURES Develop a solid understanding of foundational principles in machine learning. Master regression and classification methods for accurate data prediction and categorization in machine learning. Dive into
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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools li
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TensorFlow finds applications in companies like Google, Twitter, Intel, and Airbnb for solving business problems. Get ready to validate your skills with TensorFlow Developer Certificate using this comprehensive guide to building deep learning models through hands-on, real-world exercises, step-by-step explanations, and case studies.
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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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Chcesz nauczyć się implementacji algorytmów uczenia maszynowego bez zbytniego zagłębiania się w niuanse matematyczne? Jeśli dodatkowo znasz język JavaScript, ta książka jest dla Ciebie idealnym wyborem. Wyjaśniono w niej, w jaki sposób tworzyć własne implementacje, podano też przykłady przydatnych bibliotek. Sporo miejsca poświęcono sieciom neurono
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Duże zbiory danych dla każdego! W dobie Big Data klasyczne podejście do analizy danych nie przynosi już pożądanych wyników. Skuteczna analiza gigantycznych zbiorów informacji, wyciąganie interesujących wniosków i prezentowanie ich w przejrzystej formie użytkownikowi wymagają mnóstwa czasu i środków. Zastanawiasz
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To książka przeznaczona dla osób, które chcą nauczyć się tworzyć całościowe rozwiązania z wykorzystaniem uczenia maszynowego. Poszczególne zagadnienia zilustrowano trzynastoma praktycznymi projektami, w których wykorzystano między innymi analizy sentymentów, przetwarzanie języka naturalnego, systemy rekomendacyjne, generatywne sieci kontradyktoryjn
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