Data science - ebooki
Ebooki z kategorii: Data science dostępne w księgarni Helion
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Dzięki tej książce dowiesz się, jak pozyskiwać, analizować i wizualizować dane, a potem używać ich do rozwiązywania problemów biznesowych. Wystarczy, że znasz podstawy Pythona i matematyki na poziomie liceum, aby zacząć stosować naukę o danych w codziennej pracy. Znajdziesz tu szereg praktycznych i zrozumiałych przykładów: od usprawniania działalno
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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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Observe, optimize, and transform in finance Key Features Learn observability basics in finance. Monitor financial data with logs and alerts and improve data security. Identify the key metrics for financial oversight. Use new tech for financial observability. This book explains the role of observability in the finance sector, showing how ne
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Bringing a deep-learning project into production at scale is quite challenging. To successfully scale your project, a foundational understanding of full stack deep learning, including the knowledge that lies at the intersection of hardware, software, data, and algorithms, is required.This book illustrates complex concepts of full stack deep learnin
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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This guide gets you ready for certification with expert-backed content, key exam concepts, and topic reviews. Additionally, you'll be able to make the most of Apache Spark 3.0 to modernize workloads and more using specific tools and techniques.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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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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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Explore the innovative world of AI with Generative Deep Learning with Python. This book guides you through the fundamentals and advanced techniques of generative models, enabling you to create AI systems that can generate art, music, and more.
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Generative Deep Learning with Python. Unleashing the Creative Power of AI by Mastering AI and Python
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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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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ebook
(29,91 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manip
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ebook
(126,75 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Big data demands scalable solutions. This book delves into graph-based algorithms in Python that tackle massive datasets. Using code examples, you'll be able to leverage these techniques for big data analytics.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Architecting AI: Design patterns for building deep learning products Key Features Master foundational concepts in design patterns of deep learning. Benefit from practical insights shared by an industry professional. Learn to build data products using deep learning. Description Design Patterns of Deep Learning with TensorFlow is your comprehen
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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To czwarte, zaktualizowane wydanie znakomitego przewodnika poświęconego zastosowaniu uczenia maszynowego do rozwiązywania rzeczywistych problemów w analizie danych. Dzięki książce dowiesz się wszystkiego, co trzeba wiedzieć o wstępnym przetwarzaniu danych, znajdowaniu kluczowych spostrzeżeń, prognozowaniu i wizualizowaniu odkryć. W tym wydaniu doda
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książka
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ebook
(83,40 zł najniższa cena z 30 dni)
83.40 zł
139.00 zł(-40%) -
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Transformer-based language models have dominated natural language processing studies and become a new paradigm. With this NLP transformers book, you'll be able to implement multimodal solutions, including text-to-image (Stable Diffusion).
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Dive into the transformative world of ASR with Learn OpenAI Whisper. This guide will take you beyond the basics, offering insights into Whisper's sophisticated architecture and practical use cases.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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PyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch deep learning book will help you uncover expert techniques to get the most out of your data and build complex neural network models.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This AI-900 study guide will help you prepare and practice for the certification exam. You'll delve into AI workloads, ML principles, computer vision, NLP, knowledge mining, and generative AI using Azure cloud 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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The book shows you how to clean, wrangle, and view data from multiple perspectives, including dataset and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations and learn to manipulate data to get it down to a form that can be useful for making the right decisions.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Mam wrażenie, że wokół sieci neuronowych narosło wiele mitów. Nawet niektórzy starsi członkowie mojej rodziny na hasło "sztuczna inteligencja" robią posępną minę, niezależnie od tego, czy mowa jest o generowaniu obrazów czy - na przykład - o rozpoznawaniu odręcznego pisma czy też tłumaczeniu tekstu z jednego języka na drugi. Tymczasem sieć neuronow
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ebook
(12,90 zł najniższa cena z 30 dni)
24.57 zł
28.90 zł(-15%) -
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Dzięki tej książce łatwo przyswoisz teoretyczne podstawy i zaczniesz je płynnie wdrażać w rzeczywistych scenariuszach. Dowiesz się, w jaki sposób myślenie przyczynowe ułatwia rozwiązywanie problemów, i poznasz pojęcia Pearla, takie jak strukturalny model przyczynowy, interwencje, kontrfakty itp. Każde zagadnienie zostało dokładnie wyjaśnione i opat
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książka
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ebook
(65,40 zł najniższa cena z 30 dni)
65.40 zł
109.00 zł(-40%) -
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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
(29,91 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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The book provides a solid theoretical foundation of what LLMs are, their architecture. With a hands-on approach we provide readers with a step-by-step guide to implementing LLM-powered apps for specific tasks and using powerful frameworks like LangChain.
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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 surging predictive analytics market is expected to grow from $10.5 billion today to $28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive analytics has become an operational necessity in today's forward-thinking companies.If you're a data
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Explore the Databricks Data Intelligence Platform for developing and deploying ML data products. This book will help you build your expertise with projects, involving streaming, forecasting, image classification, and retrieval of augmented generation.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Many organizations today analyze and share large, sensitive datasets about individuals. Whether these datasets cover healthcare details, financial records, or exam scores, it's become more difficult for organizations to protect an individual's information through deidentification, anonymization, and other traditional statistical disclosure limitati
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book covers mathematical foundations & advanced techniques for NLP, machine learning, and LLMs. It provides complete NLP system design in Python code and includes expert opinions on future trends to help you solve real-world business problems.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Oto zaktualizowane wydanie popularnego przewodnika, dzięki któremu skorzystasz z ponad dwustu sprawdzonych receptur bazujących na najnowszych wydaniach bibliotek Pythona. Wystarczy, że skopiujesz i dostosujesz kod do swoich potrzeb. Możesz też go uruchamiać i testować za pomocą przykładowego zbioru danych. W książce znajdziesz receptury przydatne d
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książka
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ebook
(53,40 zł najniższa cena z 30 dni)
53.40 zł
89.00 zł(-40%) -
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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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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Enhance robots' perception with AI and ML techniques from neural networks to computer vision. From basic robotics to advanced techniques like NLP and reinforcement learning, this book guides you to create intelligent robots ready for real-world tasks.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Deep Learning for Time Series Cookbook covers several time series problems, and how to tackle them using deep learning in a set of coding recipes. These recipes will enable you to develop accurate forecasting models using the PyTorch ecosystem.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented software engineers and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jen Stirrup, CEO of AI and BI leadership consultancy Da
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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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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ebook
(33,67 zł najniższa cena z 30 dni)
40.41 zł
44.90 zł(-10%) -
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Tę książkę docenią praktycy: inżynierowie uczenia maszynowego i analitycy danych, poszukujący sposobu praktycznego zaadaptowania modeli transformacyjnych do swoich potrzeb. Autorzy skupili się na praktycznej stronie tworzenia aplikacji językowych, a w poszczególnych rozdziałach ujęto wszystkie najważniejsze zastosowania transformerów w NLP. Zacznie
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książka
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ebook
(60,39 zł najniższa cena z 30 dni)
59.40 zł
99.00 zł(-40%) -
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Dive into AI fundamentals with our course, tailored for beginners to demystify AI concepts, techniques, and their impact, setting the stage for future innovation and ethical application.
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ebook
(29,91 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Do not just talk AI, build it: Your guide to LLM application development KEY FEATURES Explore NLP basics and LLM fundamentals, including essentials, challenges, and model types. Learn data handling and pre-processing techniques for efficient data management. Understand neural networks overview, including NN basics, RNNs, CNNs, and transformers
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Your key to transformer based NLP, vision, speech, and multimodalities Key Features Transformer architecture for different modalities and multimodalities. Practical guidelines to build and fine-tune transformer models. Comprehensive code samples with detailed documentation. Description This book covers transformer architecture for various app
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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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ebook
(29,91 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Przekraczaj granice możliwości dzięki najbardziej wszechstronnemu przewodnikowi po uczeniu maszynowym! Zanurz się w fascynującym świecie algorytmów, które napędzają dzisiejsze innowacje, od samouczących się systemów po zaawansowane aplikacje przewidujące. Oto, co czeka na Ciebie wewnątrz: Podstawy uczenia maszynowego: Zacznij swoją przygodę od s
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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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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Approach data science interviews with confidence with this one-stop guide focused on Python programming, SQL, shell/bash, version control, statistics, and ML modeling. No need to scan the internet for technical interview prep material—it's all here!
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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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This book is a compilation of essential background knowledge, tools, techniques, and applied examples needed to implement data-centric ML. Learn how to apply a best-practice data-centric approach in your work with this informative guide.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to app
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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This book provides a comprehensive guide to leveraging the immense potential of transformers for NLP and vision tasks. It covers the architectural innovations that have led to unprecedented natural language capabilities, along with the associated risks and mitigation strategies.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Prezentowane opracowanie dotyczy różnych modeli i metod stosowanych w uczeniu maszynowym. W szczególności, w poszczególnych rozdziałach przedstawione są takie zagadnienia, jak: regresja liniowa; klasyfikatory KNN; klasyfikatory Bayesa; modele matematyczne drzew decyzyjnych; sieci neuronowe MLP; sieci RBF; sieci SVM do klasyfikacji i regresji; sieci
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ebook
(32,40 zł najniższa cena z 30 dni)
34.85 zł
41.00 zł(-15%) -
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Data miners survival kit for explainable, effective, and efficient algorithms enabling responsible decision-making KEY FEATURES Accessible, and case-based exploration of the most effective data mining techniques in Python. An indispensable guide for utilizing AI potential responsibly. Actionable insights on modeling techniques, deployment tech
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Tę książkę docenią wszyscy zainteresowani eksploracją danych i uczeniem maszynowym, którzy chcieliby pewnie poruszać się w świecie nauki o danych. Pokazano tu, w jaki sposób Excel pozwala zobrazować proces ich eksplorowania i jak działają poszczególne techniki w tym zakresie. Przejrzyście wyjaśniono metody eksploracji danych, a następnie zaprezento
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książka
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ebook
(40,20 zł najniższa cena z 30 dni)
40.20 zł
67.00 zł(-40%) -
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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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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Learn to unleash the power of AI creativity KEY FEATURES Understand the core concepts related to generative AI. Different types of generative models and their applications. Learn how to design generative AI neural networks using Python and TensorFlow. DESCRIPTION This book researches the intricate world of generative Artificial Intelligence
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Bayesian inference uses probability distributions and Bayes' theorem to build flexible models. This book uses PyMC to abstract all mathematical and computational details from this process, allowing readers to solve a range of data science problems.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Discover data labeling methods through Python libraries, ML algorithms, and generative AI with this guide covering best practices, advanced methods, and tools. This book will simplify model training for regression, classification, and clustering.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Principles of Data Science provides an end-to-end framework for cultivating critical thinking about data, performing practical data science, building performant machine learning models, and mitigating bias in AI pipelines. Learn the fundamentals of computational math and stats while exploring modern machine learning and large pre-trained models.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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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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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Unveiling insights, unleashing potential: Navigating the depths of data warehousing and mining for a data-driven tomorrow KEY FEATURES Explore concepts ranging from fundamentals to advanced techniques of data warehouses and data mining. Translate business questions into actionable strategies to make informed decisions. Gain practical implement
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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This book covers the application of Julia v1.8.x in the areas of scientific computing and data science. The book will be of use to those with some previous knowledge of Julia or as a primer for programmers familiar with other scripting or compiled languages.
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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 world's businesses ingest a combined 2.5 quintillion bytes of data every day. But how much of this vast amount of data--used to build products, power AI systems, and drive business decisions--is poor quality or just plain bad? This practical book shows you how to ensure that the data your organization relies on contains only high-quality record
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Unlocking computer vision with Python and OpenCV KEY FEATURES Practical solutions to image processing challenges. Detect and classify objects in images. Recognize faces and text from images using character detection and recognition models. DESCRIPTION Neural Network Computer Vision with OpenCV equips you with professional skills and knowledg
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Gain in-depth knowledge of the essential resources and tools required to extract valuable insights from blockchain data with this comprehensive guide empowering you to contribute to the evolution of the next-generation internet.
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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 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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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The Deep Learning Architect's Handbook covers everything you need to master all aspects of deep learning. This hands-on guide will enable you to create innovative real-world applications, transforming the world into a more productive environment.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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The Definitive Guide to Google Vertex AI is for ML practitioners who want to learn Google best practices, MLOps tooling, and turnkey AI solutions for solving large-scale real-world AI/ML problems. This book takes a hands-on approach to help you become an ML rockstar on Google Cloud Platform in no time.
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Unveiling the power and potential of Generative AI for a limitless future KEY FEATURES Holistic and accessible journey into Generative AI. Indispensable guide for unleashing Generative AI potential. Transforming technology, business, art, and innovation, covering technological advancements and business optimization. DESCRIPTION The Potential
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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 applications.
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Through Kaggle Notebooks, this book teaches beginners and experienced Kagglers data analysis and the ML pipeline. With seven steps covering several techniques and competition datasets, you'll be able to compete in Kaggle competitions successfully.
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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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Miesięcznik ten dedykowany jest przede wszystkim profesjonalistom z branży IT, którzy na co dzień pracują z systemem Linux, w tym administratorom systemów, programistom oraz zaawansowanym użytkownikom. Publikacja ta została również stworzona z myślą o menedżerach IT oraz specjalistach technologicznych, którzy poszukują efektywnych sposobów wykorzys
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Data Science for Malware Analysis is a guide to the synergy of cybersecurity and data science. You'll learn about malware lifecycle and data science techniques for improved detection and analysis. You'll decipher key regulations like GDPR and CCPA.
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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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To książka przeznaczona dla osób, które pracują ze zbiorami danych. Jest praktycznym przewodnikiem po koncepcjach algebry liniowej, pomyślanym tak, by ułatwić ich zrozumienie i zastosowanie w użytecznych obliczeniach. Poszczególne zagadnienia przedstawiono za pomocą kodu Pythona, wraz z przykładami ich wykorzystania w nauce o danych, uczeniu maszyn
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Danologia to najszybciej rozwijająca się dziedzina na świecie. Przewiduje się, że do roku 2026 stworzy 11,5 mln nowych miejsc pracy, tak więc osoby poszukujące pracy i posiadające ten zestaw umiejętności mają tu wiele możliwości. Jednym z najbardziej pożądanych obszarów w dziedzinie danologii jest wydobywanie informacji ze stron internetowych. Jeśl
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Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way.In this
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Starting with the fundamentals of IoT supported with real-world use cases, this book will take you through every aspect of building an IoT device using ESP32 from scratch. With each chapter, you'll progressively enhance your IoT applications with features like sensor communication, integrating popular IoT libraries (such as LittleFS and LVGL), conn
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With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle
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This book will help you master the art of predicting outcomes when datasets are imbalanced and where the most important class is under-represented. You'll learn the skills you need to overcome challenges when dealing with imbalanced datasets for both traditional machine learning and deep learning models.
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NLP for Practitioners with Elastic is a foundational guide that helps you get to grips with the fundamentals of vectors and embedding models. Using a hands-on approach, you'll be able to enhance your search use case with vector search using Elastic. The book covers kNN search, NLP capabilities, and the current state of vector search databases.
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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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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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Learn key databricks features like AutoML and MLflow and deploy serverless models with ease with this comprehensive guide. The book helps you build a strong foundation and sets you up to adapt easily to future ML innovations.
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The book will start from the theoretical foundations of deep neural networks, and it will delve into the most popular network architectures – transformers and convolutional networks. It will combine them with PyTorch, Keras, and Hugging Face Transformers examples in the fields of computer vision and natural language processing.
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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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Ta książka stanowi wszechstronne omówienie wszystkich bibliotek Pythona, potrzebnych naukowcom i specjalistom pracującym z danymi. Znalazł się tu dokładny opis IPythona, NumPy, Pandas, Matplotlib, Scikit-Learn i innych narzędzi. Podręcznik uwzględnia przede wszystkim ich aspekty praktyczne, dzięki czemu świetnie się sprawdzi w rozwiązywaniu codzien
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This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take u
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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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Unlock the power of AI with Python: Your Journey from Novice to Neural Nets KEY FEATURES Learn to code in Python and use Google Colab's hardware accelerators (GPU and TPU) to train and deploy AI models efficiently. Develop Convolutional Neural Networks (CNNs) using the TensorFlow 2 library for computer vision tasks. Develop sequence, attention
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This book takes a unique problem–solution approach to handling complex tasks in the bioinformatics domain using different datasets present in the book. With the help of real-world examples, you'll learn to put each independent recipe to use to tackle problems in the field of bioinformatics.
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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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Machine learning is rapidly transitioning to synthetic data solutions, yet comprehensive resources to understand its uses are scarce. Synthetic Data for Machine Learning is a pioneering, comprehensive book covering synthetic data generation approaches, case studies, best practices, hands-on examples, and above all, how to use it to solve your own
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Computers cannot understand texts or organize documents. Texts must first be converted into numeric values before they can be used to unlock the hidden connection between documents into topics. This easy-to-follow book simplifies these processes for you, unveiling the power of Gensim to perform complex topic modeling, and showcases professional use
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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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Oto praktyczny przewodnik po nauce o danych w miejscu pracy. Dowiesz się stąd wszystkiego, co ważne na początku Twojej drogi jako danologa: od osobowości, z którymi przyjdzie Ci pracować, przez detale analizy danych, po matematykę stojącą za algorytmami i uczeniem maszynowym. Nauczysz się myśleć krytycznie o danych i otrzymanych wynikach, będziesz
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Na treść książki składają się przede wszystkim zagadnienia związane z zastosowaniami sztucznej inteligencji. Wstępem są rozważania na temat tzw. odpowiedzialnej sztucznej inteligencji. Podstawowym tworzywem, na którym działa sztuczna inteligencja, są dane, informacja i wiedza. O inżynierii wiedzy, a w tym o metodach reprezentacji wiedzy, traktuje r
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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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Algorithms play an important role in computing, so a deeper understanding of an algorithm's logic and mathematics is essential. Beyond traditional computing, being able to apply these algorithms to real-world problems is a necessary skill and what this book focuses on.
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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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Streamlit for Data Science takes you through the basics of data app development, prototyping machine learning models, and deploying Streamlit apps. It walks you through practical, actionable examples using project-based learning.
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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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With practical and in-depth coverage of everything from the basics of dataset construction to the intricacies of deep learning, Machine Learning for Emotion Analysis in Python introduces you to emotion analysis and helps you accelerate your business growth.
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Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization KEY FEATURES Get familiar with the fundamentals of data architecture and Cloud computing. Design and deploy enterprise data architectures on the Cloud. Learn how to leverage AI/ML to gain insights from data. DESCRIPTION Clo
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Debugging Machine Learning Models with Python equips you with the skills needed to transition from a machine learning beginner to a specialist. It guides you through the tools, theoretical concepts, Python modules, and libraries for bringing a high-quality model into production and identifying opportunities to improve your models.
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As an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call
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Take a data-first and use-case–driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-
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Building Statistical Models in Python will give you the tools to answer questions about data using some of the most widely used techniques in industry with Python. You'll learn to formulate and test questions using regression, classification, forecasting methods, and summarize findings into insightful actions.
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Machine learning engineering is an in-demand skill set, and it can be difficult to find a helpful guide on the topic. This fully updated second edition will help you solve business problems by addressing the pain points in creating standardized pipelines for taking proof-of-concept ML models to production and producing trustworthy results.
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Every organization wants an agile, performant, and cost-effective data platform that meets all their current and future business needs. Purpose-built AWS analytics services and their features play a big part in building such a modern data platform. This book brings to you all the design and architectural patterns that'll help you achieve this goal.
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Explore mathematical concepts and approaches to modeling, alongside machine learning techniques, to understand the relevance of models in solving business problems. This book covers various models, tools to uncover meaningful insights, and the perfect blend of machine learning and mathematical modeling to enhance your data science journey.
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Machine learning pipelines are expensive and complex, requiring industries to enable their data science teams with the ability to train models and run predictions with easy-to-use tools. This book helps you implement end-to-end serverless architectures for ingestion, analytics, and machine learning using Redshift Serverless and Redshift ML.
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This book is a comprehensive resource to mastering your Tableau skills and becoming a BI expert. As you progress, you will learn how to build advanced dashboards and improve your storytelling to derive key business insight, as well as make you well-versed with advanced functionalities of Tableau in the business intelligence domain.
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Learn how to build an end-to-end data to AI solution on Google Cloud using Vertex AI KEY FEATURES Harness the power of AutoML capabilities to build machine learning models. Learn how to train custom machine learning models on the Google Cloud Platform. Accelerate your career in data analytics by leveraging the capabilities of GCP. DESCRIPTIO
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A hands-on guide to building and deploying deep learning models with Python KEY FEATURES Acquire the skills to perform exploratory data analysis, uncover insights, and preprocess data for deep learning tasks. Build and train various types of neural networks, including Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). G
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