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Python Data Science Handbook

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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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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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Data Driven Seo with Python: Solve Seo Challenges with Data Science Using Python
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出版日:2023/04/06 作者:Andreas Voniatis  出版社:Apress  裝訂:平裝
優惠價: 1 1520
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Design and Deploy a Secure Azure Environment: Understand Nist Cybersecurity Framework Mapping with Azure Services
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出版日:2023/10/22 作者:Puthiyavan Udayakumar  出版社:Apress  裝訂:平裝
Follow this comprehensive guide as it provides you with a deep understanding of Azure security principles, best practices, and implementation strategies aligned with the NIST Cybersecurity Framework (CSF). The book covers various topics from Azure security to designing and deploying solutions for infrastructure, data, and applications, including identify, protect, detect, respond, and recover solutions, in line with the NIST CSF.The book will take you through an introduction and the basic requirements for cloud security aligned with the NIST CSF. And then it will teach you how to design and deploy security for infrastructure, data, and apps security in an Azure enterprise environment. The book covers the NIST CSF and various cloud services offered by Microsoft Azure, maps each service against the NIST CSF, and explains each section with design and deployment considerations from a cybersecurity viewpoint.After reading this book, you will understand NIST CSF alignment with Microsoft Azur
優惠價: 1 2280
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Python Data Analytics: With Pandas, Numpy, and Matplotlib
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出版日:2023/09/16 作者:Fabio Nelli  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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Productive and Efficient Data Science with Python: Best Practices Guide to Implementing Aiops
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出版日:2022/07/27 作者:Tirthajyoti Sarkar  出版社:Apress  裝訂:平裝
優惠價: 1 2470
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Google Cloud Platform for Data Science: A Crash Course on Big Data, Machine Learning, and Data Analytics Services
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出版日:2023/11/25 作者:Shitalkumar R. Sukhdeve  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Predicting the Unknown: The History and Future of Data Science and Artificial Intelligence
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出版日:2023/07/08 作者:Stylianos Kampakis  出版社:Apress  裝訂:平裝
優惠價: 1 2470
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Functional Programming in R 4: Advanced Statistical Programming for Data Science, Analysis, and Finance
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出版日:2023/06/28 作者:Thomas Mailund  出版社:Apress  裝訂:平裝
優惠價: 1 3189
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Practical Business Analytics Using R and Python: Solve Business Problems Using a Data-Driven Approach
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出版日:2022/12/25 作者:Umesh R. Hodeghatta  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications
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出版日:2022/12/20 作者:Sujay Raghavendra  出版社:Apress  裝訂:平裝
優惠價: 1 1710
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Numerical Methods Using Kotlin: For Data Science, Analysis, and Engineering
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出版日:2022/12/05 作者:Haksun Li Phd  出版社:Apress  裝訂:平裝
優惠價: 1 2660
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Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python
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出版日:2022/11/25 作者:Kevin Feasel  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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Synthetic Data for Deep Learning: Generate Synthetic Data for Decision Making and Applications with Python and R
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出版日:2022/11/18 作者:Necmi Gürsakal  出版社:Apress  裝訂:平裝
優惠價: 1 3189
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R 4 Data Science Quick Reference: A Pocket Guide to Apis, Libraries, and Packages
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出版日:2022/10/29 作者:Thomas Mailund  出版社:Apress  裝訂:平裝
優惠價: 1 1444
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Data Science and Analytics for Smes: Consulting, Tools, Practical Use Cases
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出版日:2022/10/08 作者:Afolabi Ibukun Tolulope  出版社:Apress  裝訂:平裝
優惠價: 1 1710
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The Iot Product Manager: A Handbook for Engineers, Data Analysts, and Other It Professionals
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出版日:2022/10/06 作者:Padmaraj Nidagundi  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist
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出版日:2022/08/10 作者:Thomas Mailund  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Machine Learning on Geographical Data Using Python: Introduction into Geodata with Applications and Use Cases
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出版日:2022/08/04 作者:Joos Korstanje  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques
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Devops in Python: Infrastructure as Python
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出版日:2022/08/01 作者:Moshe Zadka  出版社:Apress  裝訂:平裝
優惠價: 1 2470
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Pragmatic Python Programming: Learning Python the Smart Way
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出版日:2022/07/15 作者:Gabor Guta  出版社:Apress  裝訂:平裝
優惠價: 1 1710
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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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Numerical Methods Using Java: For Data Science, Analysis, and Engineering
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出版日:2022/01/12 作者:Haksun Li  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Quantum Computing by Practice: Python Programming in the Cloud with Qiskit and Ibm-Q
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出版日:2023/12/18 作者:Vladimir Silva  出版社:Apress  裝訂:平裝
優惠價: 1 1900
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Pro Oracle Database 23c Administration: Manage and Safeguard Your Organization's Data
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出版日:2023/12/11 作者:Michelle Malcher  出版社:Apress  裝訂:平裝
優惠價: 1 2470
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Building a Data Culture: The Usage and Flow Data Culture Model
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出版日:2023/12/06 作者:Gary W. Griffin  出版社:Apress  裝訂:平裝
優惠價: 1 1520
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Building Computer Vision Applications Using Artificial Neural Networks: With Examples in Opencv and Tensorflow with Python
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出版日:2023/11/29 作者:Shamshad Ansari  出版社:Apress  裝訂:平裝
優惠價: 1 2470
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Python Debugging for Ai, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach
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出版日:2023/11/29 作者:Dmitry Vostokov  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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The Ultimate Guide to Functions in Power Query: Turn Raw Data Into Actionable Insights
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出版日:2023/11/23 作者:Omid Motamedisedeh  出版社:Apress  裝訂:平裝
優惠價: 1 1900
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Python Graphics: A Reference for Creating 2D and 3D Images
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出版日:2023/11/20 作者:B. J. Korites  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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Python for Teenagers: Learn to Program Like a Superhero!
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出版日:2023/11/18 作者:James R. Payne  出版社:Apress  裝訂:平裝
優惠價: 1 1330
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Introduction to Responsible AI: Implement Ethical AI Using Python
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出版日:2023/11/17 作者:Avinash Manure  出版社:Apress  裝訂:平裝
優惠價: 1 2609
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Modern Data Architecture on Azure: Design Data-Centric Solutions on Microsoft Azure
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出版日:2023/11/16 作者:Sagar Lad  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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Learn Data Mining Through Excel: A Step-By-Step Approach for Understanding Machine Learning Methods
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出版日:2023/11/02 作者:Hong Zhou  出版社:Apress  裝訂:平裝
優惠價: 1 1900
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Practical Implementation of a Data Lake: Translating Customer Expectations Into Tangible Technical Goals
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出版日:2023/10/25 作者:Nayanjyoti Paul  出版社:Apress  裝訂:平裝
優惠價: 1 1140
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Quantitative Trading Strategies Using Python: Technical Analysis, Statistical Testing, and Machine Learning
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出版日:2023/10/10 作者:Peng Liu  出版社:Apress  裝訂:平裝
優惠價: 1 2090
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SQL Server Analytical Toolkit: Using Windowing, Analytical, Ranking, and Aggregate Functions for Data and Statistical Analysis
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出版日:2023/10/06 作者:Angelo Bobak  出版社:Apress  裝訂:平裝
優惠價: 1 2280
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