Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adver…
Discover techniques to summarize the characteristics of your data using PyPlot; NumPy; SciPy; and pandas Key Features: - Understand the fundamental concepts of exploratory data analysis using Python - Find missing values in your data and identify the correlation between different variables - Practice graphical exploratory analysis techniques using Matplotlib and the Seaborn Python p…
In their new book, experienced instructors and researchers Jeffrey S. Saltz and Jeffrey M. Stanton guide readers new to Python and data science through the tools and techniques used to analyze data and generate predictive models. An Introduction to Data Science with Python starts with the basics, includes practice questions to check understanding, and delves into advanced topics like neural net…
Scores of examples and problems allow students to hone their skills.Clear explanations of fundamental tasks facilitate students’ understanding of important concepts.New! Chapters on shading models, shadow, and texture―including the Phong illumination model―explain the latest techniques and tools for achieving photorealism in computer graphics.
This book introduces the fundamental concepts necessary for designing, using, and implementing database systems and database applications. Our presentation stresses the fundamentals of database modeling and design, the languages and models provided by the database management systems, and database system implementation techniqu
Data and Computer Communications, 10e, is a two-time winner of the best Computer Science and Engineering textbook of the year award from the Textbook and Academic Authors Association. It is ideal for one/two-semester courses in Computer Networks, Data Communications, and Communications Networks in CS, CIS, and Electrical Engineering departments. This book is also suitable for Product Developmen…
This best-selling text introduces the theory behind databases in a concise yet comprehensive manner, providing database design methodology that can be used by both technical and non-technical readers. The methodology for relational Database Management Systems is presented in simple, step-by-step instructions in conjunction with a realistic worked example using three explicit phases—conceptual…
DescriptionCompilers: Principles, Techniques and Tools, known to professors, students, and developers worldwide as the "Dragon Book, " is available in a new edition Every chapter has been completely revised to reflect developments in software engineering, programming languages, and computer architecture that have occurred since 1986, when the last edition published The authors, recognizing that…
This guide for software engineers was written especially to provide the foundation for how to build systems using object technology. It provides students and developers with a detailed activity roadmap to guide them through each step of requirements, analysis, design, and coding. During the design phase, it places special emphasis on the critical skills needed for responsibility and collaborati…
Saeed Book Bank