Wydawnictwo Packt Publishing - ebooki
Tytuły książek(ebooki,audiobooki) wydawnictwa: Packt Publishing
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This Learning Path is what you need to build a repertoire of skills and the vernacular necessary to work in the IoT space. It teaches you the ropes to create solutions that ensure the reliability, scalability, robust communication systems, security, and data analysis in your IoT infrastructure.-
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ebook
161 pkt
(39,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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Q-learning is the reinforcement learning approach behind Deep-Q-Learning and is a values-based learning algorithm in RL. This book will help you get comfortable with developing the effective agents for Q learning and also make you learn to effectively develop and deploy Deep Q networks for complex AI applications.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Applied Deep Learning with Keras takes you from a basic knowledge of machine learning and Python to an expert understanding of applying Keras to develop efficient deep learning solutions. This book teaches you new techniques to handle neural networks, and in turn, broadens your options as a data scientist.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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This book will help you to understand how to program advanced Smart Contracts and dApps. You will learn third-party integration tools of Blockchain applications. You will also gain practical understanding and will master the core Ethereum technologies by programming with real-world implementations, and best practices.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Salesforce CRM: The Definitive Admin Handbook is the complete guide to implementing Salesforce CRM. With this comprehensive guide to implementing Salesforce CRM, administrators of all levels can easily acquire deep knowledge of the platform. This book will show you how to get maximum benefit from this exciting product.
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ebook
161 pkt
(39,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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PyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with Pytorch. It is not an academic textbook and does not try to teach deep learning principles. The book will help you most if you want to get your hands dirty and put PyTorch to work quickly.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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Machine learning has become a core necessity for every business and organization. With this book, you will learn to analyze your Excel data to search for patterns and return a series of interesting facts or trends about the data. You will learn to perform machine learning tasks using Excel plugins and APIs without much code required.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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This book explains the essential learning algorithms used for deep and shallow architectures. Packed with practical implementations to help you understand the concepts and ideas required to build efficient artificial intelligence systems, this book will help you construct deep models using popular frameworks and datasets.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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Most data mining opportunities involve machine learning and often come with greater financial rewards. This book will help you bring the power of machine learning techniques into your data mining work. By the end of the book, you will be able to create accurate predictive models for data mining.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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Scala as a programming language is a highly scalable integration of object-oriented and functional programming, which makes it easy to build scalable and complex big data applications. This book is a handy guide for machine learning developers and data scientists who want to train effective machine learning models using this popular language.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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This book will help you perform effective data analysis with Scala using practical examples. You will come across different challenges and their effective solutions for a variety of data processing tasks - be it data exploration, data manipulation, or real-time data analysis using Apache Spark.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Max Fatourechi shares his decades of experience building successful CRM systems that make a real difference to business performance. Through clear processes, actionable advice, and informative case studies, The Art of CRM teaches you to design successful CRM systems for your clients
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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This Learning Path is your step-by-step guide to building deep learning models using R's wide range of deep learning libraries and frameworks. Through multiple real-world projects and expert guidance and tips, you'll gain the exact knowledge you need to get started with developing deep models using R.
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ebook
161 pkt
(39,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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This book will help you master your skills in various artificial intelligence and machine learning services available on AWS. Through practical hands-on examples, you’ll learn how to use these services to generate impressive results. You will have a tremendous understanding of how to use a wide range of AWS services in your own organization.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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This Learning Path is a comprehensive guide that gives you complete knowledge on how to implement the powerful supervised, unsupervised, and reinforcement learning techniques using R 3.5 in your data science projects. With this Learning Path, you'll gain insights from complex projects and learn advanced methods to build smart applications.
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ebook
161 pkt
(39,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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Spring Boot and React allows us to build powerful Full Stack applications. This comprehensive guide demonstrates how to build up a modern full stack app in practice. The front-end is developed by using React which is a modern JavaScript library for building fast and reliable user interfaces. By the end of this book, you will master the process of f
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Salesforce Platform Developer I Certification Guide explains the fundamentals of Salesforce with the help of implementable examples that will help you build custom applications. The book also covers sample questions and mock tests for developers who are preparing to appear for the DEV501 certification.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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A supervised learning task infers a function from flagged training data and maps an input to an output based on sample input-output pairs. In this book, you will learn various machine learning techniques (such as linear and logistic regression) and gain the practical knowledge you need to quickly and powerfully apply algorithms to new problems.
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ebook
71 pkt
(39,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł (-10%) -
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Machine Learning for Finance explores new advances in machine learning and shows how they can be applied in the financial sector. It explains the concepts and algorithms behind the main machine learning techniques and provides example Python code for implementing the models yourself.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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This book introduces you to time series analysis and forecasting with R; this is one of the key fields in statistical programming and includes techniques for analyzing data to extract meaningful insights. You will explore methods, such as prediction with time series analysis, and identify the relationship between each data point in the series.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Hands-On Exploratory Data Analysis with R puts the complete process of exploratory data analysis into a practical demonstration in one nutshell. You will understand the concepts of data analysis right from data ingestion, data cleaning, data manipulation to applying statistical techniques and visualizing hidden patterns.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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This book will help you leverage the power of data analysis and apply it to location and geospatial data to gain interesting insights. It presents useful tools and location intelligence techniques in Python to implement geospatial analytics from scratch.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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Principles of Strategic Data Science describes a framework that creates value from data to help organizations meet their objectives. With this book, you'll bridge the gap between mathematics and computer science and also gain insight into the workings of the entire data science pipeline.
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ebook
62 pkt
(39,90 zł najniższa cena z 30 dni)
62.91 zł
69.90 zł (-10%) -
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Starting with the basics, this book teaches you how to choose from the various text pre-processing techniques and select the best model from the several neural network architectures for NLP issues.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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This Learning Path is your one-stop solution to learn everything that is required to validate your complex system with penetration testing. Starting with the architecture of the Metasploit framework, this Learning Path shows how to leverage the many features and functionalities of Metasploit to perform thorough penetration testing and secure your i
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ebook
161 pkt
(39,90 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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This book will provide you an overview of Deep Learning techniques to facilitate the analytics and learning in various IoT apps. We will take you through each process - from data collection, analysis, modeling, statistics, and monitoring. We will make IoT data speak with a set of popular frameworks, like TensorFlow, TensorFlow Lite, and Chainer.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Jira 8 Administration Cookbook, Third Edition, is a collection of helpful recipes that will enable you to configure Jira applications with ease. The book includes all the new features of Jira 8 that provides better prioritizing capabilities, enhanced visibility, and the ability to customize Jira application to meet your needs.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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The Successful Software Manager is a comprehensive and practical guide to managing software developers, software customers, and the process of deciding what software needs to be built. It explains in detail how to develop a management mindset, lead a high performing developer team, and meet all the expectations of a good manager.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Web scraping is an essential technique used in many organizations to scrape valuable data from web pages. This book will help you master web scraping techniques and methodologies using Python libraries and other popular tools such as Selenium. By the end of this book, you will have learned how to efficiently scrape different websites.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Ensemble learning can provide the necessary methods to improve the accuracy and performance of existing models. In this book, you'll understand how to combine different machine learning algorithms to produce more accurate results from your models.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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This book introduces basic-to-advanced deep learning algorithms used in a production environment by AI researchers and principal data scientists; it explains algorithms intuitively, including the underlying math, and shows how to implement them using popular Python-based deep learning libraries such as TensorFlow.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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This book will be a handy guide to quickly learn pandas and understand how it can empower you in the exciting world of data manipulation, analysis, and data science. You will learn how to use pandas to perform numeric and statistical analysis using real-world examples. You will also visualize statistical data and apply pandas to different domains.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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This book is your one-stop solution to mastering performance testing using JMeter. It takes you through the basics of working with JMeter, then goes on to explain the advanced aspects of JMeter and performance testing in general. The book ends by talking about the complete integration of JMeter into DevOps.
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ebook
116 pkt
(39,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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The Go ecosystem comprises some really powerful Deep Learning tools. This book shows you how to use these tools to train and deploy scalable Deep Learning models. You will explore a number of modern Neural Network architectures such as CNNs, RNNs, and more. By the end, you will be able to train your own Deep Learning models from scratch, using the
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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In DevOps Paradox, top DevOps consultants, industry leaders, and founders reveal their own approaches to all aspects of DevOps implementation and operation through one-to-one interviews. Viktor Farcic draws on experts from across the industry to discuss how to introduce DevOps to chaotic organizations, align incentives between teams, and make use o
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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Practical Machine Learning with R gives you the complete knowledge to solve your business problems - starting by forming a good problem statement, selecting the most appropriate model to solve your problem, and then ensuring that you do not overtrain the model.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Machine Learning for OpenCV 4, Second Edition will help the readers to implement and train machine learning algorithms with OpenCV 4 and scikit-learn in Python. By the end of this book, you will be able to build intelligent applications with OpenCV 4 using various optimization techniques for your machine learning algorithms.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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This book will help you bring business intelligence capabilities using Power BI in order to make smarter decisions. You will learn data modeling, visualizations, and analytical capabilities from scratch using hands-on examples. By the end of this book, you will learn the extensive features of Power BI and how to use them to unlock business insights
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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Binary Analysis is a complex and constantly evolving topic, crossing into several realms of IT and information security. The recipes in this book will serve as a good reference for you to get a better understanding of various aspects related to analyzing malware, identifying vulnerabilities in code, exploit writing and reverse engineering.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Learn Ethereum is ideal for anyone who wants to do an ultra-learning on Ethereum blockchain technology and build end-to-end decentralized applications using smart contract and Ethereum. The hands-on examples will help novices master blockchain and Ethereum in a quick, effective and easy way.
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ebook
152 pkt
(39,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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SAS is one of the leading enterprise tools in the world today when it comes to data management and analysis. It allows for faster, easier processing of data and empowers you to get valuable business insights for effective decision-making. This book will serve as a comprehensive guide you can refer to while preparing for your SAS certification exam.
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ebook
134 pkt
(39,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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What exactly is a developer advocate, and how do they connect developers and companies around the world? Why is the area of developer relations about to explode? What are the hot topics in areas including Java, JavaScript, “tech for good”, artificial intelligence, blockchain, the cloud, and open source?These are just a few of the ques
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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This book converts the concepts of a hexagonal architecture into actual code. It concentrates on one of the most common forms of application in use today - a web application with an underlying database.
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ebook
4 pkt
(1,90 zł najniższa cena z 30 dni)
4.41 zł
4.90 zł (-10%) -
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Hands-on Application Development with PyCharm addresses the modern-age enterprise application development concerns and how to solve them using a variety of features and functionalities available in PyCharm. This book will help you master the art of developing and delivering production-ready and real-world python applications to your clients.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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AI in AWS covers primarily two broad topics – a) how to leverage readily available AI/ML APIs and b) how to build, train and deploy ML models from scratch, to solve diverse business problems, such as demand forecasting, image classification, topic modeling, speech and text recognition.By the end of the book, you will have learned how to buil
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Since the internet of things is on the rise, and mega-companies like Microsoft have projected to spend around 5 billion for IoT in the coming years, acquired talent in this domain definitely needs to have MQTT knowledge for building IoT projects. This book will help you leverage the power of MQTT to build exciting IoT projects
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ebook
76 pkt
(39,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł (-10%) -
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This book teaches everything you need to know to jumpstart your own software architecture documentation. Through several elaborate examples, you’ll learn how to write useful documentation that clearly explains the architecture of your software.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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In the R Bioinformatics Cookbook, you encounter common and not-so-common challenges in the bioinformatics domain and solve them using real-world examples. The book guides you through varied bioinformatics analysis, from raw data to clean results. It shows you how to import, explore and evaluate your data and how to report it.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Elasticsearch is one of the most popular tools for distributed search. This book will help you in understanding all about the new features of Elasticsearch 7, and how to use them efficiently for searching, aggregating and indexing data with speed and accuracy.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful techniques and real-world examples on getting the most out of pandas for expert-level data manipulation, analysis and visualization.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Extreme C teaches you to use C’s power. You will master preprocessor directives, macros, conditional compilation, pointers, and much more, and gain new insight into algorithm design, functions, and structures. Amini’s book captures his experience as a programmer and scientist, encouraging you to think, question, apply, and experiment
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ebook
134 pkt
(39,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This book presents practical solutions to the most common reinforcement learning problems. The recipes in this book will help you understand the fundamental concepts to develop popular RL algorithms. You will gain practical experience in the RL domain using the modern offerings of the PyTorch 1.x library.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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Odoo is a comprehensive set of open-source enterprise management applications. With, you will have access to a powerful website builder, integrated e-commerce features, and a fast growing community to help transform and modernize your business. This book will take you the essential features of Odoo and how you can make the best use of them.
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ebook
134 pkt
(39,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This book will provide knowledge and hands-on practical experience required to build a good understanding of how modern electronic trading markets and market participants operate. You will learn how to design, build and operate all the components required to build a practical and profitable algorithmic trading business using Python.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Salesforce Advanced Administrator Certification Guide is a complete resource that will help you gain the knowledge and master the skills required to earn the advanced administrator credentials. With plenty of questions and answers along with best practices, you will learn all the concepts asked in exams specially designed with this guide.
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ebook
116 pkt
(39,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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Deep Learning is a trending topic in AI currently, as it allows you to make faster and more accurate predictions using the power of neural networks. This book will teach you the process of neural network design, and show you how to develop efficient deep learning applications using Deeplearning4j through practical and easy to implement recipes.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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With this book, you will learn how to integrate data science into your organization and lead data science teams. You will discover the inner workings of data science, explore management techniques for data science projects and get strategies for executing every stage of the project efficiently.
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ebook
80 pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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This book helps data scientists and cybersecurity experts on implementing the latest AI techniques in cybersecurity. Concrete and clear steps for implementing ML security systems are provided, saving you months in research and development. By the end of this book, you will be able to build defensive systems to curb cybersecurity threats.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Hands-On Machine Learning with TensorFlow.js is a comprehensive guide that will help you easily get started with machine learning algorithms and techniques using TensorFlow.js. By the end of this book, you will be able to create and optimize your own web-based machine learning applications using practical examples.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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This third edition is updated with TensorFlow 2 and the latest additions to scikit-learn. Packed with clear explanations, visualizations, and working examples, the book covers essential machine learning techniques in depth, along with two cutting-edge machine learning techniques: reinforcement learning and generative adversarial networks.
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ebook
134 pkt
(39,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This book is an expert-level guide to master the neural network variants using the Python ecosystem. You will gain the skills to build smarter, faster, and efficient deep learning systems with practical examples. By the end of this book, you will be up to date with the latest advances and current researches in the deep learning domain.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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This book will help readers to apply deep learning algorithms in R using advanced examples. You will cover variants of neural network models such as ANN, CNN, RNN, LSTM, and more using expert techniques. Readers will make use of popular deep learning libraries such as Keras-R, Tensorflow-R, and more to implement AI models.
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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DevOps enhances the collaboration between the development and the operations teams within an organization. This book will give you a solid foundation of the best practices in DevOps - from implementing Infrastructure as Code, to building efficient CI/CD pipelines with Azure DevOps, to containerizing your apps with Docker and Kubernetes.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Deep Learning with TensorFlow 2 and Keras, Second Edition teaches deep learning techniques alongside TensorFlow (TF) and Keras. The book introduces neural networks with TensorFlow, runs through the main applications, covers two working example apps, and then dives into TF and cloudin production, TF mobile, and using TensorFlow with AutoML.
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ebook
107 pkt
(39,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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SQL for Data Analytics teaches everything you need to know to progress from basic SQL to identifying trends and creating compelling narratives with data. With this book, you will be able to look at data with the critical eye of an analytics professional and extract meaningful insights that will improve your business.
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ebook
197 pkt
(39,90 zł najniższa cena z 30 dni)
197.10 zł
219.00 zł (-10%) -
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Computer vision is achieving a new frontier of capabilities in fields like health, automobile or robotics. This book explores TensorFlow 2, Google's open-source AI framework, and teaches how to leverage deep neural networks for visual tasks. It will help you acquire the insight and skills to be a part of the exciting advances in computer vision.
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ebook
98 pkt
(39,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł (-10%) -
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Blender 3D Incredible Models will teach you all about hard-surface modeling in Blender, while creating three increasingly complex projects. By the end of this book, you won't just know how to create the models we guide you through, but you will be able to turn your own concepts and references into 3D Blender models too!
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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Betty Blocks is a no-code platform that allows users to build their own applications. Developers can add functionality to the platform to help citizen developers do more. This book will help you understand the implementation and associated methodologies of Betty Blocks and get you up and running in no time.
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ebook
85 pkt
(39,90 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł (-10%) -
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This book helps you master self-service BI and become your team's data hero or launch a new career. You'll learn how to clean data, build models, and use advanced analytics in Power BI to unlock valuable insights and drive better business decisions.
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ebook
152 pkt
(39,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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ebook
125 pkt
(39,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
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ebook
305 pkt
(39,90 zł najniższa cena z 30 dni)
305.10 zł
339.00 zł (-10%) -
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Data analysis is the process of applying logical and analytical reasoning in order to study each data component. Python's powerful standard libraries or toolkits, such as Pylearn2 and Hebel, offer a fast, reliable, cross-platform environment for data analytics. This learning path will start with basic data analysis and you will then will gradually
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This book gets you up to speed with the important and fundamental concepts in statistical modeling and simulation. Using real-world case studies, you’ll be able to learn effectively and apply your skills later in the real world.
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The book helps you grasp images, text, audio, and tabular augmentation methods using real-world datasets from the Kaggle website. Throughout the chapters, you’ll discover augmentation concepts and techniques, a review of available open source augmentation libraries, and a reinforcement learning section through Python Notebook coding exercise
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The Data Ingestion with Python Cookbook presents a collection of practical recipes to help you get started with the process of data ingestion from various sources or data files. This book offers a range of code recipes and solutions for creating efficient data ingestion pipelines while addressing common issues related to it.
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Modeling guides are often steeped in theory and formal language. The innovative approach taken in Data Modeling with Snowflake combines practical modeling concepts with Snowflake best practices and unique features, allowing you to create efficient designs that leverage the power of the Data Cloud.
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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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If you're interested in becoming a data analyst, but don't know where to start, then Becoming a Data Analyst, the ultimate guide to mastering data analysis techniques, is for you. In this book, you'll get step-by-step guidance, real-world examples, hands-on exercises, and plenty of in-depth explanations of fundamental concepts that will help you ta
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This book is for executives without a formal machine learning education who need to make complex decisions about data science. In this book, you'll learn the fundamentals of data science and managing data teams to become an effective data leader.
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Ideal for data enthusiasts, this concise guide helps you get a good grasp of causal inference in R with tutorials, practical approaches, and real-world case studies to enhance your understanding of advanced statistical methods for better decisions.
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Python Feature Engineering Cookbook, Third Edition, walks you through tools and methods to craft powerful features from tabular, transactional, and time-series data for robust machine learning models.
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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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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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Apache Spark for Machine Learning teaches you to use Spark for big data processing and solving future big data challenges.
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XGBoost for Regression Predictive Modelling and Time Series Analysis will help you get a practical understanding of the XGBoost algorithm by taking a hands-on approach, from installing the python package through to model building and deployment.
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In this book, you'll learn the principles of quantum computing and machine learning, focusing on practical algorithms for NISQ systems. This book shows you how to leverage hybrid quantum-classical approaches to solve real-world financial challenges.
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This in-depth guide to Microsoft Fabric helps you confidently pass the DP-600 exam. You'll learn to design, implement, and optimize data analytics solutions; master data exploration, SQL, and advanced techniques; and tackle real-world challenges.
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This definitive guide provides a comprehensive framework for securing large language models against evolving threats by systematically identifying, assessing, and mitigating the risks.
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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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This guide takes you from exploring Microsoft Fabric to designing and operating a complete, governed, and scalable data platform. Backed by decades of combined experience, the authors provide a strategic, end-to-end approach to modern analytics.
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This book is your fast-track guide to building smarter, scalable, and AI-integrated TypeScript-based applications using MCP. You'll learn to develop, integrate, and deploy MCP-powered systems with ease.
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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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Machine Learning Security with Azure will help you assess the vulnerabilities in your data, models, and environments, and implement the latest industry security best practices. You’ll get to grips with managing, securing, and monitoring your Azure machine learning workloads throughout the ML lifecycle while developing responsible AI applicat
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Discover the power of Conformal Prediction with the Practical Guide to Applied Conformal Prediction in Python. Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.
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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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