Principles of Soft Computing Using Python Programming - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Principles of Soft Computing Using Python Programming write by Gypsy Nandi. This book was released on 2023-11-28. Principles of Soft Computing Using Python Programming available in PDF, EPUB and Kindle. Principles of Soft Computing Using Python Programming An accessible guide to the revolutionary techniques of soft computing Soft computing is a computing approach designed to replicate the human mind’s unique capacity to integrate uncertainty and imprecision into its reasoning. It is uniquely suited to computing operations where rigid analytical models will fail to account for the variety and ambiguity of possible solutions. As machine learning and artificial intelligence become more and more prominent in the computing landscape, the potential for soft computing techniques to revolutionize computing has never been greater. Principles of Soft Computing Using Python Programming provides readers with the knowledge required to apply soft computing models and techniques to real computational problems. Beginning with a foundational discussion of soft or fuzzy computing and its differences from hard computing, it describes different models for soft computing and their many applications, both demonstrated and theoretical. The result is a set of tools with the potential to produce new solutions to the thorniest computing problems. Readers of Principles of Soft Computing Using Python Programming will also find: Each chapter accompanied with Python codes and step-by-step comments to illustrate applications Detailed discussion of topics including artificial neural networks, rough set theory, genetic algorithms, and more Exercises at the end of each chapter including both short- and long-answer questions to reinforce learning Principles of Soft Computing Using Python Programming is ideal for researchers and engineers in a variety of fields looking for new solutions to computing problems, as well as for advanced students in programming or the computer sciences.
An Introduction to Python Programming: A Practical Approach
An Introduction to Python Programming: A Practical Approach - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Introduction to Python Programming: A Practical Approach write by Dr. Krishna Kumar Mohbey. This book was released on 2021-08-26. An Introduction to Python Programming: A Practical Approach available in PDF, EPUB and Kindle. step-by-step approach to Python programming with machine learning fundamental and theoretical principles. KEY FEATURES ● Introduces readers to Python programming in a very simple way. ● Extensive practical demonstration of Python concepts using numerous examples. ● Implementation of machine learning in Python using hands-on techniques. DESCRIPTION The book ‘Introduction to Python Programming: A Practical Approach’ lays out a path for readers who want to pursue a career in the field of computer software development. It covers the fundamentals of Python programming as well as machine learning principles. Students will benefit from the examples that are included with each concept, which will aid them in understanding the concept. This book provides a practical understanding of Python programming using numerous programs and examples. It also develops problem-solving and code-writing abilities for the readers. This book covers Python fundamentals, operators, and data structures such as strings, lists, dictionaries, and tuples. It also contains information on file and exception handling. The implementation of a machine learning model has also been included in this book. With the help of this book, students and programmers can improve their programming skills as well as their ability to sprint towards a rewarding career. WHAT YOU WILL LEARN ● Learn Python concepts, operators, and data structures. ● Learn the properties and operations of lists, tuples, and dictionaries. ● Write Python code to solve specific issues. ● Write Python code to handle disk files and exceptions. ● Work with OOPS properties like classes, objects, constructors, inheritance, and polymorphism. ● Use machine learning for classification, regression, prediction, and clustering. WHO THIS BOOK IS FOR This book is intended for current and aspiring emerging technology professionals, students, and anyone else who wishes to better understand the Python programming language and machine learning concepts. TABLE OF CONTENTS 1. Chapter 1: Basics of Python Programming 2. Chapter 2: Operators and Expressions 3. Chapter 3: Control Flow Statements 4. Chapter 4: Functions 5. Chapter 5: Strings 6. Chapter 6: Lists 7. Chapter 7: Tuple 8. Chapter 8: Dictionaries 9. Chapter 9: File Handling 10. Chapter 10: Exception Handling, Modules, and Packages 11. Chapter 11: Object-oriented Programming 12. Chapter 12: Machine Learning with Python 13. Chapter 13: Clustering with Python
Python for Software Design
Python for Software Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Python for Software Design write by Allen Downey. This book was released on 2009-03-09. Python for Software Design available in PDF, EPUB and Kindle. Python for Software Design is a concise introduction to software design using the Python programming language. The focus is on the programming process, with special emphasis on debugging. The book includes a wide range of exercises, from short examples to substantial projects, so that students have ample opportunity to practice each new concept.
Handbook of Computer Programming with Python
Handbook of Computer Programming with Python - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook of Computer Programming with Python write by Dimitrios Xanthidis. This book was released on 2022-12-12. Handbook of Computer Programming with Python available in PDF, EPUB and Kindle. This handbook provides a hands-on experience based on the underlying topics, and assists students and faculty members in developing their algorithmic thought process and programs for given computational problems. It can also be used by professionals who possess the necessary theoretical and computational thinking background but are presently making their transition to Python. Key Features: • Discusses concepts such as basic programming principles, OOP principles, database programming, GUI programming, application development, data analytics and visualization, statistical analysis, virtual reality, data structures and algorithms, machine learning, and deep learning. • Provides the code and the output for all the concepts discussed. • Includes a case study at the end of each chapter. This handbook will benefit students of computer science, information systems, and information technology, or anyone who is involved in computer programming (entry-to-intermediate level), data analytics, HCI-GUI, and related disciplines.
The Practice of Computing Using Python
The Practice of Computing Using Python - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Practice of Computing Using Python write by William F. Punch. This book was released on 2011. The Practice of Computing Using Python available in PDF, EPUB and Kindle. A problem-solving approach to programming with Python.The Practice of Computing using Python, first editionis intended to teach problem solving within the context of CS1 to both majors and non-majors using Python as a vehicle. As such the authors cover general concepts like hardware, complexity, and software engineering as well as general concepts of programming using the Python language. In the end, if a student takes no other programming course than one such as this, they can be productive programmers who understand general principles of computation and can produce useful, meaningful results in their respective fields of study. The Study of Computer Science; Starting to Program–Beginnings, Control, Algorithms and Program Development; Organizing: Data Structures and Functions–Working with Strings, Functions–QuickStart, Lists and Tuples, Dictionaries and Sets, Files; Classes: Making Your Own Data Structures & Algorithms–Program Development with Classes; Becoming a Better Programmer–Exceptions and Exception Handling, Testing, Recursion-another control mechanism, Getting and Using Python, Simple Drawing with Turtle Graphics, Plotting and Numeric Tools, Python 3.0. Anyone interested in learning Python or computer programming skills in general.
