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Deep Learning with Python: Learn Best Practices of Deep Learning Models with Pytorch
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出版日:2021/04/14 作者:Nikhil Ketkar  出版社:Apress  裝訂:平裝
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook's Artificial Intelligence Research Group.You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms. You'll also gain an understanding of Graphical Processing Unit (GPU) based computation, which is essential for training deep learning models
優惠價: 1 1444
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出版日:2014/11/01 作者:Cesar Lopez  出版社:Apress  裝訂:平裝
MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. T
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
出版日:2010/11/30 作者:Magnus Lie Hetland  出版社:Apress  裝訂:平裝
Python Algorithms explains the Python approach to algorithm analysis and design. Written byMagnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical a
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Modern Algorithms for Image Processing ― Computer Imagery by Example Using C#
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出版日:2019/02/06 作者:Vladimir Kovalevsky  出版社:Apress  裝訂:平裝
Utilize modern methods for digital image processing and take advantage of the many time-saving templates provided for all of the projects in this book.Modern Algorithms for Image Processing appro
優惠價: 1 3769
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Practical Python Ai Projects ― Mathematical Models of Optimization Problems With Google Or-tools
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出版日:2018/03/28 作者:Serge Kruk  出版社:Apress  裝訂:平裝
Discover the art and science of solving artificial intelligence problems with Python using optimization modeling. This book covers the practical creation and analysis of mathematical algebraic models
優惠價: 1 2090
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出版日:2018/01/19 作者:Timothy Masters  出版社:Apress  裝訂:平裝
Discover hidden relationships among the variables in your data, and learn how to exploit these relationships. This book presents a collection of data-mining algorithms that are effective in a wide va
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Learn Computer Science With Swift ― Problem Solving Techniques, Logic Puzzles, and Algorithms
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出版日:2018/01/13 作者:Jesse Feiler  出版社:Apress  裝訂:平裝
Master the basics of solving logic puzzles, and creating algorithms using Swift on Apple platforms. This book is based on the curriculum currently being used in common computer classes. You’ll learn t
優惠價: 1 1140
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出版日:2017/12/20 作者:Timothy Masters  出版社:Apress  裝訂:平裝
Assess the quality of your prediction and classification models in ways that accurately reflect their real-world performance, and then improve this performance using state-of-the-art algorithms such a
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Practical Machine Learning and Image Processing ― For Facial Recognition, Object Detection, and Pattern Recognition Using Python
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出版日:2019/03/01 作者:Himanshu Singh  出版社:Apress  裝訂:平裝
Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing. The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools. All the concepts in Practical Machine Learning and Image Processing are explained using r
優惠價: 1 2470
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出版日:2016/09/10 作者:Jayant Daithankar  出版社:Apress  裝訂:平裝
To succeed in today's global and highly competitive economy, asset optimization in real estate management has become a strategic task. Organizations need to ensure a full visibility into their propert
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Introducing Seo ― Your Quick-start Guide to Effective Seo Practices
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出版日:2016/06/12 作者:Aravind Shenoy  出版社:Apress  裝訂:平裝
This is your easy-to-digest brief introduction to SEO (search engine optimization) - an imperative methodology used to affect the visibility of websites using different strategies and techniques. Usin
優惠價: 1 2203
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出版日:2010/07/30 作者:Alan Harris  出版社:Apress  裝訂:平裝
Will immerse the advanced user in a variety of topics, including architecting different application-data tiers, memory-caching paradigms, data mining and search-engine optimization. Original.
優惠價: 1 1634
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Expert Oracle Practices ─ Oracle Database Administration from the Oak Table
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出版日:2010/01/01 作者:Melanie Caffrey; Pete Finnigan; Randolf Geist; Alex Gorbachev; Tim Gorman  出版社:Apress  裝訂:平裝
Provides insights into Oracle, covering such topics as cloud computing, DBA, PL/SQL, performance optimization methods, statistics, latches, and security.
優惠價: 1 3189
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出版日:2009/04/20 作者:Dan Rahmel  出版社:Apress  裝訂:平裝
Provides information on building Web sites using Joomla!, covering such topics as content managment, modules and components, search engine optimization, and extensions and add-ons.
優惠價: 1 1710
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Quantum Machine Learning: An Applied Approach: The Theory and Application of Quantum Machine Learning in Science and Industry
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出版日:2021/08/24 作者:Santanu Ganguly  出版社:Apress  裝訂:平裝
Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and res
優惠價: 1 2660
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Practical Quantum Computing for Developers ― Programming Quantum Rigs in the Cloud Using Python, Quantum Assembly Language and IBM Qexperience
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出版日:2019/01/19 作者:Vladimir Silva  出版社:Apress  裝訂:平裝
Write algorithms and program in the new field of quantum computing. This book covers major topics such as the physical components of a quantum computer: qubits, entanglement, logic gates, circuits, an
優惠價: 1 1900
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Data Science Fundamentals for Python and Mongodb
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出版日:2018/05/11 作者:David Paper  出版社:Apress  裝訂:平裝
Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to compl
優惠價: 9 1035
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Beginning Ethical Hacking With Python
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出版日:2017/01/24 作者:Sanjib Sinha  出版社:Apress  裝訂:平裝
Learn the basics of ethical hacking and gain insights into the logic, algorithms, and syntax of Python. This book will set you up with a foundation that will help you understand the advanced concepts
優惠價: 1 2203
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Python Recipes Handbook ― A Problem-solution Approach
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出版日:2016/12/13 作者:Joey Bernard  出版社:Apress  裝訂:平裝
In Python Recipes, you'll learn the code to write algorithms, numerical computations, data analysis and much more: look up and re-use the recipes for your own Python coding.Python Recipes gives you th
優惠價: 1 2203
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出版日:2016/11/24 作者:Giulio Zambon  出版社:Apress  裝訂:平裝
This book is your contemporary "go-to" reference on the C programming language and APIs, including often-needed algorithms within reusable functions. Besides providing you with modules that
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Distributed Machine Learning with Pyspark: Migrating Effortlessly from Pandas and Scikit-Learn
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出版日:2023/11/12 作者:Abdelaziz Testas  出版社:Apress  裝訂:平裝
Migrate from pandas and scikit-Learn to PySpark to handle vast amounts of data and achieve faster data processing time. This book will show you how to make this transition by adapting your skills and leveraging the similarities in syntax, functionality, and interoperability between these tools. Distributed Machine Learning with PySpark offers a roadmap to data scientists considering transitioning from small data libraries (pandas/scikit-learn) to big data processing and machine learning with PySpark. You will learn to translate Python code from pandas/scikit-learn to PySpark to preprocess large volumes of data and build, train, test, and evaluate popular machine learning algorithms such as linear and logistic regression, decision trees, random forests, support vector machines, Na鴳e Bayes, and neural networks. After completing this book, you will understand the foundational concepts of data preparation and machine learning and will have the skills necessary to apply these methods using
優惠價: 1 2090
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Simulation with Python: Develop Simulation and Modeling in Natural Sciences, Engineering, and Social Sciences
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出版日:2022/10/09 作者:Rongpeng Li  出版社:Apress  裝訂:平裝
Understand the theory and implementation of simulation. This book covers simulation topics from a scenario-driven approach using Python and rich visualizations and tabulations. The book discusses simulation used in the natural and social sciences and with simulations taken from the top algorithms used in the industry today. The authors use an engaging approach that mixes mathematics and programming experiments with beginning-intermediate level Python code to create an immersive learning experience that is cohesive and integrated. After reading this book, you will have an understanding of simulation used in natural sciences, engineering, and social sciences using Python. What You Will LearnUse Python and numerical computation to demonstrate the power of simulationChoose a paradigm to run a simulationDraw statistical insights from numerical experimentsKnow how simulation is used to solve real-world problems Who This Book Is ForEntry-level to mid-level Python developers from various backg
優惠價: 1 2090
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Mongodb Performance Tuning: Optimizing Mongodb Databases and Their Applications
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出版日:2021/03/20 作者:Guy Harrison  出版社:Apress  裝訂:平裝
Use this fast and complete guide to optimize the performance of MongoDB databases and the applications that depend on them. You will be able to turbo-charge the performance of your MongoDB applications to provide a better experience for your users, reduce your running costs, and avoid application growing pains. MongoDB is the world's most popular document database and the foundation for thousands of mission-critical applications. This book helps you get the best possible performance from MongoDB.MongoDB Performance Tuning takes a methodical and comprehensive approach to performance tuning that begins with application and schema design and goes on to cover optimization of code at all levels of an application. The book also explains how to configure MongoDB hardware and cluster configuration for optimal performance. The systematic approach in the book helps you treat the true causes performance issues and get the best return on your tuning investment. Even when you're under pressure and
優惠價: 1 2090
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Python Challenges: 100 Proven Programming Tasks Designed to Prepare You for Anything
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出版日:2022/03/13 作者:Michael Inden  出版社:Apress  裝訂:平裝
Augment your knowledge of Python with this entertaining learning guide, which features 100 exercises and programming puzzles and solutions. Python Challenges will help prepare you for your next exam or a job interview, and covers numerous practical topics such as strings, data structures, recursion, arrays, and more.Each topic is addressed in its own separate chapter, starting with an introduction to the basics and followed by 10 to 15 exercises of various degrees of difficulty, helping you to improve your programming skills effectively. Detailed sample solutions, including the algorithms used for all tasks, are included to maximize your understanding of each area. Author Michael Inden also describes alternative solutions and analyzes possible pitfalls and typical errors.Three appendices round out the book: the first covers the Python command line interpreter, which is often helpful for trying out the code snippets and examples in the book, followed by an overview of Pytest for unit te
優惠價: 1 2660
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Pro Machine Learning Algorithms ― A Hands-on Approach to Implementing Algorithms in Python and R
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出版日:2018/07/13 作者:Kishore Ayyadevara  出版社:Apress  裝訂:平裝
Bridge the gap between a high-level understanding of how an algorithm works and knowing the nuts and bolts to tune your models better. This book will give you the confidence and skills when developing
優惠價: 1 3479
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Options and Derivatives Programming in C++23: Algorithms and Programming Techniques for the Financial Industry
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出版日:2023/11/09 作者:Carlos Oliveira  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness
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出版日:2023/09/04 作者:Toju Duke  出版社:Apress  裝訂:平裝
優惠價: 1 1710
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Pro Cryptography and Cryptanalysis with C++23: Creating and Programming Advanced Algorithms
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出版日:2023/07/03 作者:Marius Iulian Mihailescu  出版社:Apress  裝訂:平裝
優惠價: 1 2660
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Introduction to Datafication: Implement Datafication Using AI and ML Algorithms
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出版日:2023/06/25 作者:Shivakumar R. Goniwada  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Bayesian Optimization: Theory and Practice Using Python
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出版日:2023/04/03 作者:Peng Liu  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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Time Series Algorithms Recipes: Implement Machine Learning and Deep Learning Techniques with Python
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出版日:2022/12/27 作者:Akshay Kulkarni  出版社:Apress  裝訂:平裝
優惠價: 1 1444
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Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques
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Generic Data Structures and Algorithms in Go: An Applied Approach Using Concurrency, Genericity and Heuristics
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出版日:2022/07/09 作者:Richard Wiener  出版社:Apress  裝訂:平裝
優惠價: 1 2660
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Adaptive Machine Learning Algorithms with Python: Solve Data Analytics and Machine Learning Problems on Edge Devices
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出版日:2022/03/27 作者:Chanchal Chatterjee  出版社:Apress  裝訂:平裝
優惠價: 1 2029
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Analytics Optimization with Columnstore Indexes in Microsoft SQL Server: Optimizing OLAP Workloads
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出版日:2022/03/13 作者:Edward Pollack  出版社:Apress  裝訂:平裝
優惠價: 1 2660
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Pro Cryptography and Cryptanalysis with C++20: Creating and Programming Advanced Algorithms
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出版日:2021/01/22 作者:Marius Iulian Mihailescu  出版社:Apress  裝訂:平裝
優惠價: 1 1900
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Programming Algorithms in LISP: Writing Efficient Programs with Examples in ANSI Common LISP
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出版日:2021/01/18 作者:Vsevolod Domkin  出版社:Apress  裝訂:平裝
優惠價: 1 1444
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Quantum Computing Solutions: Solving Real-World Problems Using Quantum Computing and Algorithms
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出版日:2021/01/04 作者:Bhagvan Kommadi  出版社:Apress  裝訂:平裝
優惠價: 1 1900
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Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient
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出版日:2020/12/16 作者:Tanay Agrawal  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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出版日:2020/11/25 作者:Marius Iulian Mihailescu  出版社:Apress  裝訂:平裝
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
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