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An Introduction to Python Programming: A Practical Approach

Author: Dr. Krishna Kumar Mohbey
Publisher: BPB Publications
ISBN: 9391392067
Category : Computers
Languages : en
Pages : 422

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Book Description

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

An Introduction to Python Programming: A Practical Approach

Author: Dr. Krishna Kumar Mohbey
Publisher: BPB Publications
ISBN: 9391392067
Category : Computers
Languages : en
Pages : 422

View »

Book Description
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

INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING A PRACTICAL APPROACH USING PYTHON

Author: Dr. G Vimala Kumari
Publisher: GCS PUBLISHERS
ISBN: 9394304495
Category : Antiques & Collectibles
Languages : en
Pages : 229

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Book Description
This book aims to provide a broad view of the INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: A PRACTICAL APPROACH USING PYTHON. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING are well known in various engineering fields. It provides a logical method of explaining various complicated concepts and stepwise methods to explain important topics. Each chapter is well supported with the necessary illustrations. All the chapters in the book are arranged in a proper sequence that permits each topic to build upon earlier studies. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING are important research areas. The techniques developed in this area so far require to be summarized appropriately. In this book, the fundamental theories of these techniques are introduced. The brief content of this book is as follows- CHAPTER 1 INTRODUCTION TO PYTHON CHAPTER 2 INTRODUCTION OF AI CHAPTER 3 INTRODUCTION OF MACHINE LEARNING CHAPTER 4 PYTHON LIBRARIES FOR MACHINE LEARNING CHAPTER 5 EXPERT SYSTEMS CHAPTER 6 ANALYTICAL LEARNING CHAPTER 7 DEEP LEARNING CHAPTER 8 REINFORCEMENT LEARNING CHAPTER 9 NATURAL PROCESS PROGRAMMING CHAPTER 10 DERIVATIVE-FREE OPTIMIZATION GENETIC ALGORITHMS CHAPTER 11 APPLICATIONS & CASE STUDIES This book is original in style and method. No pains have been spared to make it as compact, perfect, and reliable as possible. Every attempt has been made to make the book a unique one. In particular, this book can be very useful for practitioners and engineers interested in this area. Hopefully, the chapters presented in this book have just done that.

Python Programming

Author: Vijay Kumar Sharma
Publisher: CRC Press
ISBN: 1000434419
Category : Computers
Languages : en
Pages : 344

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Book Description
Maintaining a practical perspective, Python Programming: A Practical Approach acquaints you with the wonderful world of programming. The book is a starting point for those who want to learn Python programming. The backbone of any programming, which is the data structure and components such as strings, lists, etc., have been illustrated with many examples and enough practice problems to instill a level of self-confidence in the reader. Drawing on knowledge gained directly from teaching Computer Science as a subject and working on a wide range of projects related to ML, AI, deep learning, and blockchain, the authors have tried their best to present the necessary skills for a Python programmer. Once the foundation of Python programming is built and the readers are aware of the exact structure, dimensions, processing, building blocks, and representation of data, they can readily take up their specific problems from the area of interest and solve them with the help of Python. These include, but are not limited to, operators, control flow, strings, functions, module processing, object-oriented programming, exception and file handling, multithreading, synchronization, regular expressions, and Python database programming. This book on Python programming is specially designed to keep readers busy with learning fundamentals and generates a sense of confidence by attempting the assignment problems. We firmly believe that explaining any particular technology deviates from learning the fundamentals of a programming language. This book is focused on helping readers attempt implementation in their areas of interest through the skills imparted through this book. We have attempted to present the real essence of Python programming, which you can confidently apply in real life by using Python as a tool. Salient Features  Based on real-world requirements and solution.  Simple presentation without avoiding necessary details of the topic.  Executable programs on almost every topic.  Plenty of exercise questions, designed to test readers’ skills and understanding. Purposefully designed to be instantly applicable, Python Programming: A Practical Approach provides implementation examples so that the described subject matter can be immediately implemented due to the well-known versatility of Python in handling different data types with ease.

The Python Apprentice

Author: Robert Smallshire
Publisher:
ISBN: 9781523112203
Category : Python (Computer program language)
Languages : en
Pages :

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Book Description

Introduction to Python Programming

Author: Andrew Ngo
Publisher:
ISBN: 9781976773716
Category :
Languages : en
Pages : 222

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Book Description
[Paperback is black&white]Python is an easy-to-use and easy-to learn programming language that is freely available on Windows, Macintosh, and Linux computers. In this book, you'll learn Python by working through 15 chapters. 1. Introduction2. Installation and Getting Started3. Python IDEs and Debuggers4. Python Basics5. Data Types and Dynamic Typing6. Control Constructs7. Functions8. Modules, Import-Statements and Packages9. Advanced Functions and Namespaces10. File Input/Output11. Assertion and Exception Handling12. Commonly-Used Python Standard Library Modules13. Object-Oriented Programming (OOP) in Python14. Unit Testing15. Database ProgrammingThis book is designed for- Students who want to learn programming and computational thinking with no programming experience- Junior developers who know one or two languages- Returning professionals who haven't written code in years- Seasoned professionals looking for a fast, simple, crash course in Python 3

Artificial Intelligence: Practical Approach

Author: Syed Muzamil Basha
Publisher: MileStone Research Publications
ISBN: 9355660634
Category : Computers
Languages : en
Pages : 183

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Book Description
The book introduces programming concepts through Python language. The simple syntax of Python makes it an ideal choice for learning programming. Because of the availability of extensive standard libraries and third-party support, it is rapidly evolving as the preferred programming language among the application developers. It will bolster your foundational skills in Artificial Intelligence. Make the most of our Expert Mentor-ship facility and gain a practical understanding of Artificial Intelligence and Machine Learning. Make the most of our real-world projects from diverse industries. The content in this book goes a long way towards helping you unlock lucrative career opportunities in the coveted fields of Artificial Intelligence and Machine Learning. The steps in creating computers that are as fluent in human language as people has long been a goal for scientists and the general public. Human language communication both represents and challenges an intelligence, because while languages appear to follow some unseen rules of spelling and grammar. Systems that understand or use language, which we call ?Natural Language Processing? (NLP) systems, have been created by specifying algorithms for computers based on the observable regularities of language noted by experts.Use this book to learn the principles and methods of NLP to understand what it is, where it is useful, how to use it, and how it might be used people. The book includes the core topics of modern NLP, including an overview of the syntax and semantics of English, benchmark tasks for computational language modeling, and higher level tasks and applications that analyze or generate language, using both rule-based search and machine learning approaches. It takes the perspective of a computer scientist. The primary themes are abstraction, data, algorithms, applications and impacts. It also includes some history and trends that are important for understanding why things have been done in a certain way

Learn Python Programming

Author: Jason Crash
Publisher:
ISBN: 9781802121209
Category :
Languages : en
Pages : 190

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Book Description
★ 55% OFF for Bookstores! Discounted Retail Price NOW at $ 36.95 instead of $ 47.95! ★ Discover how you can get started with python with this comprehensive beginner's guide! Do you want to get started with the incredible world of python programming, but you're not sure where to start? Looking for the best introduction to this amazing language? Then this is the book for you! Python is a highly effective programming language which is championed by programmers the world over - and inside this guide, you'll uncover a detailed exploration of everything you need to know about python, arming you with the essential tools you need to succeed. Covering how to install and run python, how to write basic code and understand the fundamental concepts, and even how to create more advanced programs, this book also contains a ton of hands-on projects so you can start coding in no time at all! Here's what you'll discover inside: Top Reasons Why Python Is One of The Leading Programming Languages An Exploration of Python Fundamentals Step-By-Step Instructions For Installing and Running Python Understanding Variables, Data Types, Operations and More Creating If Structures, Loops, and Functions How To Read and Write Files In Python An Introduction To Object-Oriented Programming And So Much More! So if you're looking for a practical beginner's guide to the world of python programming, then this is the book for you! Discover the basics, learn to write your very own code, and begin your journey to mastering this incredible language today! Buy now to get started with python programming!

A Practical Approach to High-Performance Computing

Author: Sergei Kurgalin
Publisher: Springer Nature
ISBN: 3030275582
Category : Computers
Languages : en
Pages : 206

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Book Description
The book discusses the fundamentals of high-performance computing. The authors combine visualization, comprehensibility, and strictness in their material presentation, and thus influence the reader towards practical application and learning how to solve real computing problems. They address both key approaches to programming modern computing systems: multithreading-based parallelizing in shared memory systems, and applying message-passing technologies in distributed systems. The book is suitable for undergraduate and graduate students, and for researchers and practitioners engaged with high-performance computing systems. Each chapter begins with a theoretical part, where the relevant terminology is introduced along with the basic theoretical results and methods of parallel programming, and concludes with a list of test questions and problems of varying difficulty. The authors include many solutions and hints, and often sample code.

Introduction to Python Programming

Author: Andrew Ngo
Publisher:
ISBN: 9781973438984
Category :
Languages : en
Pages : 221

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Book Description
Python is an easy-to-use and easy-to learn programming language that is freely available on Windows, Macintosh, and Linux computers. In this book, you'll learn Python by working through 15 chapters. 1. Introduction2. Installation and Getting Started3. Python IDEs and Debuggers4. Python Basics5. Data Types and Dynamic Typing6. Control Constructs7. Functions8. Modules, Import-Statements and Packages9. Advanced Functions and Namespaces10. File Input/Output11. Assertion and Exception Handling12. Commonly-Used Python Standard Library Modules13. Object-Oriented Programming (OOP) in Python14. Unit Testing15. Database ProgrammingThis book is designed for- Students who want to learn programming and computational thinking with no programming experience- Junior developers who know one or two languages- Returning professionals who haven't written code in years- Seasoned professionals looking for a fast, simple, crash course in Python 3

Learn Python Programming

Author: Jason Crash
Publisher:
ISBN:
Category :
Languages : en
Pages : 190

View »

Book Description
Discover how you can get started with python with this comprehensive beginner's guide! Do you want to get started with the incredible world of python programming, but you're not sure where to start? Looking for the best introduction to this amazing language? Then this is the book for you! Python is a highly effective programming language which is championed by programmers the world over - and inside this guide, you'll uncover a detailed exploration of everything you need to know about python, arming you with the essential tools you need to succeed. Covering how to install and run python, how to write basic code and understand the fundamental concepts, and even how to create more advanced programs, this book also contains a ton of hands-on projects so you can start coding in no time at all! Here's what you'll discover inside: Top Reasons Why Python Is One of The Leading Programming Languages An Exploration of Python Fundamentals Step-By-Step Instructions For Installing and Running Python Understanding Variables, Data Types, Operations and More Creating If Structures, Loops, and Functions How To Read and Write Files In Python An Introduction To Object-Oriented Programming And So Much More! So if you're looking for a practical beginner's guide to the world of python programming, then this is the book for you! Discover the basics, learn to write your very own code, and begin your journey to mastering this incredible language today! Buy now to get started with python programming!