Advanced Data Analytics Using Python, 2nd Edition
by 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, and computer vision in the cloud environment.Generic design patterns in Python programming is clearly explained,...
Price: $33.88 | Publisher: Apress | Release: 2023
Numerical Methods Using Kotlin
by Haksun Li, PhD
This in-depth guide covers a wide range of topics, including chapters on linear algebra, root finding, curve fitting, differentiation and integration, solving differential equations, random numbers and simulation, a whole suite of unconstrained and constrained optimization algorithms, statistics, regression and time series analysis. The mathematical concepts behind the algorithms are clearly explained, with...
Price: $47.99 | Publisher: Apress | Release: 2023
Beginner's Guide to Streamlit with Python
by 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 develop data-enhanced analytics, build dynamic user experiences, and showcases data for data science and machi...
Price: $31.25 | Publisher: Apress | Release: 2023
by Bartlomiej Plotka
With technological advancements, fast markets, and higher complexity of systems, software engineers tend to skip the uncomfortable topic of software efficiency. However, tactical, observability-driven performance optimizations are vital for every product to save money and ensure business success.With this book, any engineer can learn how to approach software efficiency effectively, professionally, and witho...
Price: $45.65 | Publisher: O'Reilly Media | Release: 2022
FREE EBOOK - Algorithms for Decision Making 
by Mykel J. Kochenderfer, Tim A. Wheeler, Kyle H. Wray
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.Automated decision-making systems or decision-support systems - used in applications that range from aircraft collision avoidance to breast cancer screening - must be designed to account for various sources of uncertainty while carefully b...
Price: $95.00 | Publisher: Self-publishing | Release: 2022
CockroachDB: The Definitive Guide
by Guy Harrison, Jesse Seldess, Ben Darnell
Get the lowdown on CockroachDB, the distributed SQL database built to handle the demands of today's data-driven cloud applications. In this hands-on guide, software developers, architects, and DevOps/SRE teams will learn how to use CockroachDB to create applications that scale elastically and provide seamless delivery for end users while remaining indestructible. Teams will also learn how to migrate ex...
Price: $51.06 | Publisher: O'Reilly Media | Release: 2022
by James L. Weaver, Frank J. Harkins
The quantum computing market is predicted to grow by nearly $1.3 billion over the next five years. Why? Given their quantum mechanical nature, quantum computers are expected to solve difficult problems in chemistry, optimization, finance, and machine learning that classical computers find impossible to unravel.This pocket guide provides software developers with a quick reference to Qiskit, an open source SD...
Price: $19.56 | Publisher: O'Reilly Media | Release: 2022
by Haksun Li, PhD
Implement numerical algorithms in Java using the NM Dev, an object-oriented and high-performance programming library for mathematics.You'll see how it can help you easily create a solution for your complex engineering problem by quickly putting together classes.Numerical Methods Using Java covers a wide range of topics, including chapters on linear algebra, root finding, curve fitting, differentiation ...
Price: $41.79 | Publisher: Apress | Release: 2022
Event- and Data-Centric Enterprise Risk-Adjusted Return Management
by Kannan Subramanian RDr. Sudheesh Kumar Kattumannil
Take a holistic view of enterprise risk-adjusted return management in banking. This book recommends that a bank transform its siloed operating model into an agile enterprise model. It offers an event-driven, process-based, data-centric approach to help banks plan and implement an enterprise risk-adjusted return model (ERRM), keeping the focus on business events, processes, and a loosely coupled enterprise s...
Price: $59.99 | Publisher: Apress | Release: 2022
Applied Deep Learning with TensorFlow 2, 2nd Edition 
by Umberto Michelucci
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so that you can focus on the parts you are interested in. You will explore topics as regularization, optimizers, opt...
Price: $48.23 | Publisher: Apress | Release: 2022