NLP - ebooki
Ebooki z kategorii: NLP dostępne w księgarni Helion
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Konwersacyjna sztuczna inteligencja jest potężnym narzędziem. Dzięki chatbotom firmy usprawniają obsługę klientów i obniżają jej koszty, a pracownicy mogą się koncentrować na zadaniach wymagających większych kompetencji i budować wartość biznesową. Mimo że interfejsy konwersacyjne stały się powszechne, wiele wdrożeń nie spełnia oczekiwań użytkownik-
książka
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ebook
(83,30 zł najniższa cena z 30 dni)
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Your organization's data lives in a lakehouse. Your AI ambitions demand models that understand your business, not just the internet. This book bridges that gap, showing you how to build scalable, production-ready ML and generative AI solutions using Databricks and the full power of data lakehouse architecture. Author Bennie Haelen draws on deep ent
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ebook
(211,65 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Vision language models (VLMs) combine computer vision and natural language processing to create powerful systems that can interpret, generate, and respond in multimodal contexts. Vision Language Models is a hands-on guide to building real-world VLMs using the most up-to-date stack of machine learning tools from Hugging Face, Meta (PyTorch), NVIDIA
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ebook
(211,65 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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You will learn how to measure, visualize, and manipulate the internal components of LLMs including embeddings, transformer outputs, hidden-states, attention, and MLP layers directly.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Retrieval-augmented generation (RAG) is the go-to strategy for integrating large language models with your organization's unique knowledge. However, the market is full of RAG pipelines and components, making it hard to choose the right solution for your enterprise's needs. This book simplifies the process, offering a comprehensive road map to build
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Large language models (LLMs) have transformed natural language processing, but deploying them in applications introduces numerous technical challenges. Large Language Models: The Hard Parts offers a clear, practical examination of the limitations developers and AI engineers face when building LLM-based applications. With a focus on implementation p
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intell
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Learn how to build and deploy generative AI models using Python. Dive into deep learning techniques and explore applications from text generation to image creation.
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ebook
(189,00 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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The AI revolution is here, and at its core lies a game-changing technology that most developers haven't fully explored: vector databases. From powering semantic search to enabling large language models (LLMs) and generative AI, vector databases are reshaping how we build applications with unstructured data like text, images, and audio. But how do
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Uncover the architecture and engineering principles behind Milvus, the leading open-source vector database. This book helps you confidently deploy, optimize, and integrate Milvus into real-world AI and vector search systems.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn how Reinforcement Learning from Human Feedback (RLHF) aligns AI models with human values. Explore reinforcement learning fundamentals, reward modeling, and fine-tuning large language models to build trustworthy, human-centered AI systems.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Słowa kluczowe: semantyczne wektory słów, grafowe sieci neuronowe w NLP, wielojęzyczny transfer wiedzy, architektura klasyfikatorów obrazów, segmentacja obrazów medycznych, nieświadome sieci neuronowe, kategoryzacja, systemy agentowe, algorytm mrówkowy Dwunasta edycja monografii naukowej KASKBOOK Katedry Architektury Systemów Komputerowych Wydzi
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A fully updated second edition that bridges NLP fundamentals with the latest in AI. New chapters on LLMs, RAG, LangChain, and autonomous agents help you build advanced language solutions with hands-on Python examples.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Description The most influential libraries in modern AI, Hugging Face Diffusers has become one of the key powering breakthroughs in text-to-image generation, reinforcement learning, and large-scale inference pipelines. This book bridges theory and real-world implementation, enabling readers to translate complex AI concepts into scalable, production
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Jeśli znasz Pythona lub JavaScript i chcesz rozpocząć przygodę z aplikacjami AI ta książka jest dla Ciebie! Krok po kroku zbudujesz agenta AI korzystającego ze wskazanego źródła danych, wyposażysz go w mechanizmy autoryzacji działań i umożliwisz mu zdobywanie dodatkowych informacji lub wyjaśnień. Dowiesz się, jak przygotować go do pracy w środowis
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książka
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ebook
(47,40 zł najniższa cena z 30 dni)
47.40 zł
79.00 zł(-40%) -
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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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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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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Description AI has become the driving force behind innovation in almost every field from healthcare and education to business and communication. In todays fast-changing world, learning AI is no longer optional; it is a necessity for anyone who wants to stay ahead in the digital age. Python, with its simplicity and vast library support, makes this
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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 hands-on guide explores how to design AI agents powered by Retrieval-Augmented Generation (RAG), with cutting-edge coverage of memory systems, LangMem, and GraphRAG
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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 latest edition of the bestselling Kaggle Book offers a clear path to cracking Kaggle competitions and serves as an all-encompassing guide to upgrading your skills and career as a data scientist.
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ebook
(126,75 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Description Healthcare is under pressure to do more with less. Data science and AI are now used to predict risk, reduce avoidable admissions, speed up documentation, and guide clinical decisions. The industry is rapidly being transformed by the power of data, using advanced analytics and predictive models to improve patient care and operational eff
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Build practical skills in GenAI development with DeepSeek, one of the most widely adopted open-source LLMs. This hands-on guide covers architecture, prompting, agent design, and deployment to help you integrate DeepSeek into advanced workflows.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Description Generative AI and agentic AI are reshaping how we interact with data, enabling intelligent systems that can reason, generate, and autonomously act across multiple modalities. From text and images to voice and structured data, these technologies are increasingly essential in enterprise and research applications today. This book offers
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Ten obszerny przewodnik pokaże Ci, jak stosować najlepsze praktyki w pracy z LLM. Znajdziesz tu omówienie kluczowych koncepcji, praktyczne techniki i porady ekspertów z zakresu inżynierii danych, dostrajania i oceny modeli, optymalizacji wnioskowania, a także budowania skalowalnych potoków przetwarzania. Krok po kroku prześledzisz, jak zrealizować
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książka
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ebook
(72,59 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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This practical LLM guide explores design patterns that are particularly effective in optimizing and deploying LLMs in enterprise environments. It provides a toolkit for harnessing the power of LLMs to solve complex challenges and drive innovation.
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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 book provides a beginner-friendly introduction to AI and Machine Learning. Through clear explanations and Python tutorials, it covers deep learning, NLP, and ethical AI, helping readers gain practical knowledge for real-world applications.
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ebook
(48,74 zł najniższa cena z 30 dni)
58.49 zł
64.99 zł(-10%) -
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AI is transforming industries, and cloud-based AI expertise is in high demand. This study guide is your essential resource for mastering foundational AI concepts and AWS tools while preparing for the AIF-C01 certification exam. Author Tom Taulli breaks down complex topics into practical, easy-to-understand lessons that will enhance the test-readine
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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W tej unikalnej książce znajdziesz kompleksowe omówienie procesu tworzenia LLM, od pracy z zestawami danych po implementację architektury modelu, wstępne szkolenie na nieoznakowanych danych i dostrajanie do określonych zadań. Bez korzystania z gotowych bibliotek LLM samodzielnie zbudujesz podstawowy model, przekształcisz go w klasyfikator tekstu, a
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ebook
(59,40 zł najniższa cena z 30 dni)
59.40 zł
99.00 zł(-40%) -
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Feeling overwhelmed by the volume of data in your research? Sifting through massive amounts of data to find useful insights is becoming increasingly difficult in drug discovery, genetics, and healthcare. Enter the era of generative AI with LangChain, whose groundbreaking tools are changing the way life scientists and researchers operate. In this g
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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 is a hands-on guide to building intelligent AI systems that augment LLMs with real-world knowledge and autonomous decision-making. You'll learn to integrate retrieval, knowledge graphs, and multi-agent techniques for advanced problem-solving.
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ebook
(126,75 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Description Machine learning is not just an advantage; it is becoming standard practice among top-performing trading firms. As traditional strategies struggle to navigate noise, complexity, and speed, ML-powered systems extract alpha by identifying transient patterns beyond human reach. This shift is transforming how hedge funds, quant teams, and a
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Eager to learn AI and machine learning but unsure where to start? Laurence Moroney's hands-on, code-first guide demystifies complex AI concepts without relying on advanced mathematics. Designed for programmers, it focuses on practical applications using PyTorch, helping you build real-world models without feeling overwhelmed. From computer vision
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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This book helps you gain practical skills to develop and deploy LLMs. You'll learn data prep, training, pruning, quantization, and evaluation, as well as explore RAG, advanced prompting, and optimization to build robust, scalable language 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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Tę książkę docenią praktycy: analitycy danych i inżynierowie uczenia maszynowego. Opisano w niej różne architektury transformerów — od pierwszych modeli podstawowych po najnowsze osiągnięcia w generatywnej sztucznej inteligencji. Dzięki lekturze nauczysz się wstępnego szkolenia i dostrajania modeli LLM, a także pracy nad różnymi przypadkami u
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ebook
(89,40 zł najniższa cena z 30 dni)
89.40 zł
149.00 zł(-40%) -
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Dzięki tej książce łatwiej poradzisz sobie z zastosowaniem ekosystemu LlamaIndex i nauczysz się wdrażać własne projekty. Na praktycznych przykładach zapoznasz się z procesem personalizacji i uruchamiania projektów LlamaIndex. Dowiesz się, jak przezwyciężać ograniczenia dużych modeli językowych, zbudujesz aplikacje dla użytkowników końcowych i zdobę
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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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Description Generative AI is revolutionizing how we interact with technology, empowering us to create everything from compelling text to intricate code. This book is your practical guide to harnessing the power of open-source libraries, enabling you to build cutting-edge generative AI applications without needing extensive prior experience. In thi
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description Large language models (LLMs) like GPT, BERT, and T5 are revolutionizing how we interact with technology powering virtual assistants, content generation, and data analysis. As their influence grows, understanding their architecture, capabilities, and ethical considerations is more important than ever. This book breaks down the essential
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python. The book is divided into four parts. The first covers
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ebook
(69,93 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Na szczęście dzięki tej książce poradzisz sobie z takimi wyzwaniami! Najpierw zapoznasz się z matematycznymi podstawami algorytmów ML i NLP. Zaznajomisz się również z ogólnymi technikami uczenia maszynowego i dowiesz się, w jakim stopniu dotyczą one dużych modeli językowych. Kolejnym zagadnieniem będzie przetwarzanie danych tekstowych, w tym metody
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ebook
(53,40 zł najniższa cena z 30 dni)
53.40 zł
89.00 zł(-40%) -
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Description PyTorch has become the go-to framework for building cutting-edge large language models (LLMs), enabling developers to harness the power of deep learning for natural language processing. This book serves as your practical guide to navigating the intricacies of PyTorch, empowering you to create your own LLMs from the ground up. You will
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Description This guide takes readers from core concepts to practical implementations, showcasing DeepSeek's capabilities across industries. Starting with AI evolution and DeepSeek's technical foundations, the book establishes a framework for understanding its innovative problem-solving approach. This technical volume examines DeepSeek's evolution
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Large language models (LLMs) have proven themselves to be powerful tools for solving a wide range of tasks, and enterprises have taken note. But transitioning from demos and prototypes to full-fledged applications can be difficult. This book helps close that gap, providing the tools, techniques, and playbooks that practitioners need to build useful
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Description Natural language processing (NLP) is revolutionizing how machines understand and interact with human language, creating powerful applications from chatbots to text analytics. This provides a practical, hands-on approach to mastering these technologies, making complex NLP concepts accessible through step-by-step recipes and real-world ex
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Branża tłumaczeniowa przeżywa w ostatnich kilku latach prawdziwą rewolucję. Jest ona związana z rozwojem technologii tłumaczeń wspomaganych komputerowo (CAT) i sztucznej inteligencji (AI). I choć wielu tłumaczy zerka z obawą szczególnie w stronę tej drugiej, obawiając się, że AI odbierze im pracę, znacznie lepiej (i efektywniej) jest potraktować ob
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(40,20 zł najniższa cena z 30 dni)
40.20 zł
67.00 zł(-40%) -
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W niniejszej monografii zaprezentowano wybrane zagadnienia odnoszące się do wykorzystania metod modelowania i symulacji komputerowej w szerokim zakresie tematycznym związanym z: klasyfikacją wysokowymiarowych (w tym niezbalansowanych) zbiorów danych, systemami rekomendacyjnymi, biometrią behawioralną, przetwarzaniem języka naturalnego, systemami id
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Master modern NLP development with spaCy's ecosystem, from rapid prototyping with spaCy-llm to production deployment. This book will help you learn how to build custom components, integrate transformers, and manage end-to-end workflows with Weasel.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Discover the foundations of AI, its applications in key fields, and its ethical challenges. Gain practical knowledge and skills for modern AI-driven industries.
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(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Learn how AI revolutionizes project management through practical tools, case studies, and strategies for enhanced workflows and decision-making.
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(39,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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A comprehensive guide to NLP with Python, covering text processing, feature engineering, language modeling, chatbots, and real-world applications. Includes practical exercises and projects to apply cutting-edge NLP techniques.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Description Generative AI is changing the way we think about creativity and problem-solving. This book is your go-to guide for understanding and working with this exciting technology. This book offers a clear introduction to generative AI, starting with basics like machine learning and deep learning. It explains key models, including GANs and VAEs
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Description This book prepares you with the knowledge and skills to confidently excel in the exciting world of machine learning (ML) interviews and launch a successful career in this dynamic field. This book offers a collection of curated questions and answers to help readers understand key ML concepts, including data processing, classification, r
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Learn to use generative AI techniques to create novel text, images, audio, and even music with this practical, hands-on book. Readers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to their needs, and how to combine existing building blocks to create new models and creative applications in different dom
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities requires new skills. This book will teach you the art and sc
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Czy wiesz, że sztuczna inteligencja to już nie przyszłość, lecz teraźniejszość, która zmienia oblicze biznesu? Niniejszy e-book to klucz do pełnego zrozumienia i skutecznego wykorzystania AI, bez względu na Twoją branżę. Zawarte w nim praktyczne porady, gotowe do użycia prompty i przykłady zastosowań pozwolą Ci natychmiast wdrożyć AI do codzie
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This book helps you to explore the intricacies of LLMs, covering architecture, tuning, testing, deployment, and more. You'll get equipped with the knowledge you need to use LLMs effectively and stay updated on AI and NLP advancements.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Sztuczna inteligencja jest na ustach wszystkich. Odkąd pojawił się ChatGPT, newsy ze świata informatyki trafiają na pierwsze strony gazet, pojawiają się w serwisach informacyjnych, programach radiowych i telewizyjnych. Na temat AI dyskutują już nie tylko programiści, ale także fizycy, filozofowie i specjaliści zajmujący się rynkiem pracy. Wojskowi
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ebook
(26,94 zł najniższa cena z 30 dni)
26.94 zł
44.90 zł(-40%) -
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LLM Engineering offers a detailed roadmap for building, training, and deploying Large Language Models, complete with practical examples and advanced techniques, making it an essential guide for modern AI professionals
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ebook
(149,25 zł najniższa cena z 30 dni)
179.10 zł
199.00 zł(-10%) -
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This book offers an introduction to large language models and generative AI, covering essential concepts, popular models like GPT-4 and BERT, and practical applications. It is perfect for those seeking a deep dive into AI technology and its impact.
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(39,90 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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ChatGPT offers APIs for accessing cutting-edge NLP models, simplifying the development of AI applications that use human-like text. This guide covers all ChatGPT API features for the effortless creation of robust AI powered apps.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Dzięki tej książce nauczysz się stosować algorytmy w praktycznych sytuacjach i zrozumiesz mechanizmy ich działania. Liczne przykłady pozwolą Ci się zapoznać z kilkoma sposobami ich projektowania i implementacji. Następnie poznasz algorytm określania pozycji stron w wynikach wyszukiwarek internetowych, związane z nimi grafy i algorytmy uczenia maszy
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ebook
(54,29 zł najniższa cena z 30 dni)
53.40 zł
89.00 zł(-40%) -
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Explore the transformative potential of RAG-driven LLMs, computer vision, and generative AI with this comprehensive guide, from basics to building a complex RAG pipeline
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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 book provides up-to-date methods for data cleaning and preparation using Python. You'll learn effective techniques for solving the challenges you face, exploring how to create high-quality data products based on well-formatted and cleaned data.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Master Retrieval-Augmented Generation (RAG), the most popular generative AI tool, to unlock the full potential of your data. This book enables you to develop highly sought-after skills as corporate investment in generative AI soars.
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Sztuczna inteligencja stale się rozwija. Właściwie codziennie słyszymy o jej rosnących możliwościach, nowych osiągnięciach i przyszłości, jaką nam przyniesie. Jednak w tej książce skupiamy się nie na przyszłości, a na teraźniejszości i praktycznym obliczu AI - na usługach, które świadczy już dziś. Większość najciekawszych zastosowań sztucznej intel
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Description The book is all about the basics of NLP, generative AI, and their specific component LLM. In this book, we have provided conceptual knowledge about different terminologies and concepts of NLP and NLG with practical hands-on. This comprehensive book offers a deep dive into the world of NLP and LLMs. Starting with the fundamentals of Pyt
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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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AI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than ever before. This trend enables the rise of new features, products, and entire industries. With this book, Python developers will learn the practical too
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Description Mastering AI and ML algorithms is essential for data scientists. This book covers a wide range of techniques, from supervised and unsupervised learning to deep learning and reinforcement learning. This book is a compass to the most important algorithms that every data scientist should have at their disposal when building a new AI/ML app
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Unlock the power of generative AI with LLMs, vector databases, Python, and MongoDB. Build intelligent apps, master retrieval-augmented generation, optimize models, and explore real-world use cases.
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Large language models (LLMs) and generative AI are rapidly changing the healthcare industry. These technologies have the potential to revolutionize healthcare by improving the efficiency, accuracy, and personalization of care. This practical book shows healthcare leaders, researchers, data scientists, and AI engineers the potential of LLMs and gene
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"Sztuczna Inteligencja i Uczenie Maszynowe: Kompletny Przewodnik do Budowy Własnych Rozwiązań AI" to kompleksowa książka, która oferuje pełne wprowadzenie do świata sztucznej inteligencji (AI) i uczenia maszynowego (ML). Zawiera praktyczne informacje, które pozwolą czytelnikom na budowę i wdrażanie własnych modeli AI, od podstawowych koncepcji po z
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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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This book provides a comprehensive guide to text analytics for business decisions using a case study approach. It covers framing analytical questions, utilizing text analytics tools, preparing and analyzing text data, and visualizing results.
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A detailed exploration of Transformer, BERT, and GPT models, including practical applications and advanced topics like ChatGPT and prompt engineering.
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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 is a complete guide for developers to master NLP and machine learning, covering everything from basic data manipulation to advanced NLP techniques and transformer models. It includes practical examples and step-by-step instructions.
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Explore this practical guide for developers to master NLP, covering fundamental concepts, essential techniques, and popular toolkits to build robust NLP applications.
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A practical guide for developers to master NLP with R, covering fundamental concepts, essential techniques, and popular toolkits to build robust NLP applications.
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This primer covers essential techniques in probability, statistics, data preprocessing, SQL, and data visualization, making it an invaluable resource for anyone looking to master data science fundamentals.
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This book equips you with the knowledge and tools to master every stage of LLM operations, from data wrangling to deployment, ensuring efficient, scalable, and ethical AI in your applications.
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Develop your Python machine learning skills with the latest techniques. Dive into NLP transformers, multimodal vision models, and best practices. Explore neural networks, clustering, and GPT with hands-on examples in PyTorch and TensorFlow.
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This book explores the potential of ChatGPT-powered chatbots and conversational AI. You'll delve into understanding the technology, its implementation, and practical use cases, while leveraging AI-powered conversations.
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This book offers an in-depth look at artificial intelligence, covering a range of topics from search algorithms to machine learning and robotics.
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This book provides a thorough introduction to AI, machine learning, and deep learning, with a focus on practical applications and real-world integration using popular frameworks.
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This book will help you gain expertise in genetic algorithms, how they work, and when and how to use them to create Python-based apps. By the end of this book, you'll have hands-on experience in applying genetic algorithms to AI and other domains.
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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
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Książka jest adresowana do wszystkich, którzy chcą budować, rozwijać i skalować systemy NLP w środowisku biznesowym, a także dostosowywać je do swojej branży. Opisuje tworzenie rzeczywistych aplikacji NLP. Omawia pełny cykl życia typowego projektu NLP, od zbierania danych po wdrożenie i monitorowanie modelu. Przedstawia studia przypadków i przewodn
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Regularization in machine learning is the wheel that assists deployment in production. This book not only provides tools to diagnose the need for regularization, but it also gives you ready-to-use tools to regularize tabular-data models, NLP models, and computer vision models.
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Natural language understanding can address a wide range of problems, from managing smart homes to chatbots to creative writing. Natural Language Understanding with Python covers the full range of techniques for understanding natural language, including the new large language models. With clear explanations and examples, this book will equip you to
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Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you cr
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Foundation models are the future of machine learning and the backbone of Generative AI. Pretrain Vision and Large Language Models in Python provides you with the conceptual fundamentals, industry-proven best practices, and code snippets you need to help you get started on your large modeling projects at work, in research labs, or just for fun.
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