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Building Recommendation Systems in Python and JAX
Author Bryan Bischof , Hector Yee
Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recomm....
Release Date 2023/12 -
Football Analytics with Python & R
Author Eric A. Eager , Richard A. Erickson
Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and st....
Release Date 2023/08 -
Author Pradeepta Mishra
Understand how to use Explainable AI (XAI) libraries and build trust in AI and machine learning models. This book utilizes a problem-solution approach to explaining machine learning models and their algorithms. The book starts with model interpretation for supervised learning linear models, whi....
Release Date 2023/02 -
Productionizing AI: How to Deliver AI B2B Solutions with Cloud and Python
Author Barry Walsh
This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of P....
Release Date 2022/12 -
Beginner's Guide to Streamlit with Python : Build Web-Based Data and Machine Learning Applications
Author Sujay Raghavendra
This book will teach you the basics of Streamlit, a Python-based application framework used to build interactive dashboards and machine learning web apps. Streamlit reduces development time for web-based application prototypes of data and machine learning models. As you’ll see, Streamlit helps devel....
Release Date 2022/12 -
Functional Python Programming - Third Edition
Author Steven F. Lott , Ricardo Bánffy
“Using this book has propelled my efficiency in solving leetcode challenges.” - Discord user, zizu Python isn't all about object-oriented programming. Discover a valuable way of thinking about code design through a function-first approach – and learn when you need to use it. Now with detailed exer....
Release Date 2022/12 -
Python for Finance Cookbook - Second Edition
Author Eryk Lewinson
Use modern Python libraries such as pandas, NumPy, and scikit-learn and popular machine learning and deep learning methods to solve financial modeling problemsPurchase of the print or Kindle book includes a free eBook in the PDF formatKey FeaturesExplore unique recipes for financial data processing ....
Release Date 2022/12 -
Applying Math with Python - Second Edition
Author Sam Morley
Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations using Python's numeric and scientific librariesKey FeaturesCompute complex mathematical problems using programming logic with the help of step-by-step....
Release Date 2022/12 -
Author Sayan Mukhopadhyay , Pratip Samanta
Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing, an....
Release Date 2022/11 -
Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python
Author Kevin Feasel
Discover key information buried in the noise of data by learning a variety of anomaly detection techniques and using the Python programming language to build a robust service for anomaly detection against a variety of data types. The book starts with an overview of what anomalies and outliers are an....
Release Date 2022/11 -
Author Akshay Kulkarni , Adarsha Shivananda , Anoosh Kulkarni , V Adithya Krishnan
This book will teach you how to build recommender systems with machine learning algorithms using Python. Recommender systems have become an essential part of every internet-based business today.You'll start by learning basic concepts of recommender systems, with an overview of different types of re....
Release Date 2022/11 -
The Python Workshop - Second Edition
Author Corey Wade , Mario Corchero Jiménez , Andrew Bird , Dr. Lau Cher Han , Graham Lee
Gain proficiency, productivity, and power by working on projects and kick-starting your career in Python with this comprehensive, hands-on guide.Key FeaturesUnderstand and utilize Python syntax, objects, methods, and best practicesExplore Python's many features and libraries through real-world prob....
Release Date 2022/11 -
Hands-On Simulation Modeling with Python - Second Edition
Author Giuseppe Ciaburro
Learn to construct state-of-the-art simulation models with Python and enhance your simulation modelling skills, as well as create and analyze digital prototypes of physical models with easeKey FeaturesUnderstand various statistical and physical simulations to improve systems using PythonLearn to cre....
Release Date 2022/11 -
Author Kevin Wilson
Written as an illustrated, step-by-step guide, this book will introduce you to Python with examples using the latest version of the language. You'll begin by learning to set up your Python environment. The next few chapters cover the basics of Python such as language classifications, Python la....
Release Date 2022/10 -
Time Series Forecasting in Python
Author Marco Peixeiro
Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting. In Time Series Forecasting in Python you will learn how to: Recognize a time series forecasting problem and build a performant predictive m....
Release Date 2022/10 -
Federated Learning with Python
Author Kiyoshi Nakayama PhD , George Jeno
Learn the essential skills for building an authentic federated learning system with Python and take your machine learning applications to the next levelKey FeaturesDesign distributed systems that can be applied to real-world federated learning applications at scaleDiscover multiple aggregation schem....
Release Date 2022/10 -
Teach Yourself VISUALLY Python
Author Ted Hart-Davis , Guy Hart-Davis
A simple, straightforward, and hands-on roadmap to the world of computer programming with Python Teach Yourself VISUALLY: Python is your personal guide to getting you started in programming. As one of the world's most popular—and most accessible—coding languages, Python is your gateway into the wid....
Release Date 2022/09 -
Bioinformatics with Python Cookbook - Third Edition
Author Tiago Antao
Discover modern, next-generation sequencing libraries from the powerful Python ecosystem to perform cutting-edge research and analyze large amounts of biological dataKey FeaturesPerform complex bioinformatics analysis using the most essential Python libraries and applicationsImplement next-generatio....
Release Date 2022/09 -
Author Sulekha AloorRavi
A practical approach to metaprogramming with real-world examples that enables the development of advanced frameworks, libraries, and applications using PythonKey FeaturesLearn applied metaprogramming through a simple step-by-step approachWork with easily understandable examples and explanations that....
Release Date 2022/09 -
Author Mohammad Khorasani , Mohamed Abdou , Javier Hernández Fernández
Transition from a back-end developer to a full-stack developer with knowledge of all the dimensions of web application development, namely, front-end, back-end and server-side software. This book provides a comprehensive overview of Streamlit, allowing developers and programmers of all backgrou....
Release Date 2022/08 -
Pragmatic Python Programming: Learning Python the Smart Way
Author Gabor Guta
Explore the world of programming languages through Python and learn the building blocks of writing programs. This book covers Python 3.10, explaining it through six key concepts. Each chapter contains a real-world example with practical advice and a section on advanced concepts. You'll start b....
Release Date 2022/08 -
Author Rongpeng Li , Aiichiro Nakano
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 algorith....
Release Date 2022/08 -
Building Python Microservices with FastAPI
Author Sherwin John C. Tragura
Discover the secrets of building Python microservices using the FastAPI frameworkKey FeaturesProvides a reference that contains definitions, illustrations, comparative analysis, and the implementation of real-world appsCovers concepts, core details, and advanced integration and design-related topics....
Release Date 2022/08 -
Author Tirthajyoti Sarkar
This book focuses on the Python-based tools and techniques to help you become highly productive at all aspects of typical data science stacks such as statistical analysis, visualization, model selection, and feature engineering.You’ll review the inefficiencies and bottlenecks lurking in the daily bu....
Release Date 2022/07 -
Author Joos Korstanje
Get up and running with the basics of geographic information systems (GIS), geospatial analysis, and machine learning on spatial data in Python. This book starts with an introduction to geodata and covers topics such as GIS and common tools, standard formats of geographical data, and an o....
Release Date 2022/07 -
Hands-On Data Structures and Algorithms with Python - Third Edition
Author Dr. Basant Agarwal
Understand how implementing different data structures and algorithms intelligently can make your Python code and applications more maintainable and efficientKey FeaturesExplore functional and reactive implementations of traditional and advanced data structuresApply a diverse range of algorithms in y....
Release Date 2022/07 -
DevOps in Python: Infrastructure as Python
Author Moshe Zadka
Take advantage of Python to automate complex systems with readable code. This new edition will help you move from operations/system administration into easy-to-learn coding.You'll start by writing command-line scripts and automating simple DevOps-style tasks followed by creating reliable and fast u....
Release Date 2022/06 -
Python Challenges: 100 Proven Programming Tasks Designed to Prepare You for Anything
Author Michael Inden
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,....
Release Date 2022/04 -
Author Howard E. Poston , III
Discover an up-to-date and authoritative exploration of Python cybersecurity strategiesPython For Cybersecurity: Using Python for Cyber Offense and Defense delivers an intuitive and hands-on explanation of using Python for cybersecurity. It relies on the MITRE ATT&CK framework to structure its e....
Release Date 2022/03 -
Python for MATLAB Development: Extend MATLAB with 300,000+ Modules from the Python Package Index
Author Albert Danial
MATLAB can run Python code!Python for MATLAB Development shows you how to enhance MATLAB with Python solutions to a vast array of computational problems in science, engineering, optimization, statistics, finance, and simulation. It is three books in one:A thorough Python tutorial that leverages your....
Release Date 2022/03