Download or read book Practical Machine Learning for Data Analysis Using Python written by Abdulhamit Subasi and published by Academic Press. This book was released on 2020-06-05 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Machine Learning for Data Analysis Using Python is a problem solver’s guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystems. The book also focuses on building a foundation of machine learning knowledge to solve different real-world case studies across various fields, including biomedical signal analysis, healthcare, security, economics, and finance. Moreover, it covers a wide range of machine learning models, including regression, classification, and forecasting. The goal of the book is to help a broad range of readers, including IT professionals, analysts, developers, data scientists, engineers, and graduate students, to solve their own real-world problems. Offers a comprehensive overview of the application of machine learning tools in data analysis across a wide range of subject areas Teaches readers how to apply machine learning techniques to biomedical signals, financial data, and healthcare data Explores important classification and regression algorithms as well as other machine learning techniques Explains how to use Python to handle data extraction, manipulation, and exploration techniques, as well as how to visualize data spread across multiple dimensions and extract useful features

Download or read book Python and Algorithmic Thinking for the Complete Beginner written by Aristides Bouras and published by Packt Publishing Ltd. This book was released on 2024-06-14 with total page 908 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the power of Python with this comprehensive guide, “Python and Algorithmic Thinking for the Complete Beginner.” It covers everything from computer basics to advanced decision and loop control structures. Key Features Comprehensive coverage from basic computer operations to advanced programming concepts Step-by-step progression of each topic, along with tips and tricks to enhance coding efficiency In-depth exploration of Python and algorithmic thinking with exercises and practical examples Book DescriptionThis course is meticulously designed to take beginners on a journey through the fascinating world of Python programming and algorithmic thinking. The initial chapters lay a strong foundation, starting with the basics of how computers operate, moving into Python programming, and familiarizing learners with integrated development environments like IDLE and Visual Studio Code. Further, the course delves into essential programming constructs such as variables, constants, input/output handling, and operators. You'll gain practical experience with trace tables, sequence control structures, and decision control structures through comprehensive exercises and examples. The curriculum emphasizes hands-on learning with chapters dedicated to manipulating numbers, strings, and understanding complex mathematical expressions. By mastering these concepts, you'll be well-prepared to tackle more advanced topics. The final chapters introduce you to object-oriented programming and file manipulation, rounding out your skill set. Throughout the course, practical tips and tricks are provided to enhance your coding efficiency and problem-solving skills. By the end of this course, you will have a robust understanding of Python programming and the ability to apply algorithmic thinking to solve real-world problems.What you will learn Understand how computers work and the basics of Python programming Install and use integrated development environments (IDEs) Develop skills in decision and loop control structures Manipulate data using lists, dictionaries, and strings Apply algorithmic thinking to solve complex problems Gain proficiency in object-oriented programming & file manipulation Who this book is for This course is ideal for absolute beginners with no prior programming experience. Basic computer literacy is required, but no specific knowledge of programming or algorithms is necessary. It is also suitable for individuals looking to refresh their Python skills and enhance their understanding of algorithmic thinking. High school and college students interested in programming, professionals seeking to upskill, and hobbyists eager to learn a new programming language will all find value in this course.

Download or read book The academy written by and published by . This book was released on 1888 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Perspectives on Arabic Linguistics XXX written by Amel Khalfaoui and published by John Benjamins Publishing Company. This book was released on 2019-07-15 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains selected papers from the Thirtieth Annual Symposium on Arabic Linguistics that was held at Stony Brook University in 2016, as well as two articles that are based on papers presented at the Thirty-First Annual Symposium on Arabic Linguistics, held at the University of Oklahoma in 2017. The chapters are theoretical and experimental explorations of a variety of linguistic topics and engage ideas ranging over three broad areas of research: phonetics and phonology, syntax, and experimental and computational linguistics. They deal with Classical and Modern Standard Arabic as well as a variety of dialects, including Iraqi, Egyptian, Moroccan, and Syrian Arabic.

Download or read book The 8th International Conference on Advanced Machine Learning and Technologies and Applications AMLTA2022 written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2022-04-16 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2022, held in Cairo, Egypt, during May 5-7, 2022. The 8th edition of AMLTA will be organized by the Scientific Research Group in Egypt (SRGE), Egypt, collaborating with Port Said University, Egypt, and VSB-Technical University of Ostrava, Czech Republic. AMLTA series aims to become the premier international conference for an in-depth discussion on the most up-to-date and innovative ideas, research projects, and practices in the field of machine learning technologies and their applications. The book covers current research on advanced machine learning technology, including deep learning technology, sentiment analysis, cyber-physical system, IoT, and smart cities informatics and AI against COVID-19, data mining, power and control systems, business intelligence, social media, digital transformation, and smart systems.

Download or read book OpenAI GPT For Python Developers written by Aymen El Amri and published by Packt Publishing Ltd. This book was released on 2024-05-21 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: "OpenAI GPT for Python Developers" is your comprehensive guide to mastering the integration of OpenAI's GPT models into your Python projects, enhancing applications with various AI capabilities from chat completions to AI avatars. Key Features Strategies for optimizing and personalizing GPT models for specific applications. Insights into integrating additional OpenAI technologies like Whisper and Weaviate. Strong emphasis on responsible AI development and deployment. Book Description“OpenAI GPT for Python Developers” is meticulously crafted to provide Python developers with a deep dive into the mechanics and applications of GPT technology, beginning with a captivating narrative on the evolution of OpenAI and the fundamental workings of GPT models. As readers progress, they will be expertly guided through the essential steps of setting up a development environment tailored for AI innovations, coupled with insightful advice on selecting the most appropriate GPT model to suit specific project needs. The guide progresses into practical tutorials that cover the implementation of chat completions and the art of prompt engineering, providing a solid foundation in harnessing the capabilities of GPT for generating human-like text responses. Practical applications are further expanded with discussions on the creation of autonomous AI-to-AI dialogues, the development of AI avatars, and the strategic use of AI in interactive applications. In addition to technical skills, this book addresses the ethical implications and prospects of AI technologies, encouraging a holistic view of AI development. The guide is enriched with detailed examples, step-by-step tutorials, and comprehensive explanations that illuminate the theoretical aspects and emphasize practical implementation.What you will learn Set up the development environment for OpenAI GPT. Understand and choose the right GPT model for your needs. Implement advanced prompt engineering techniques. Explore embedding and advanced embedding examples. Utilize OpenAI's Whisper for speech recognition and translation. Integrate OpenAI TTS models for text-to-speech applications. Who this book is for This book is designed for readers at an intermediate to advanced level who have a basic understanding of machine learning concepts and are eager to expand their expertise in AI with a focus on OpenAI's technologies. Ideal for those involved in AI-driven projects, the book assumes familiarity with Python programming and a fundamental grasp of AI principles. It’s especially beneficial for developers aiming to integrate GPT models into applications, AI researchers, and technical professionals involved in AI product development.

Download or read book Daniel the Prophet Nine lectures delivered in the Divinity School of the University of Oxford with copious notes etc written by Edward Bouverie Pusey and published by . This book was released on 1864 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book A New and Complete Dictionary of Terms of Art written by Egbert Buys and published by . This book was released on 1768 with total page 1190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Academy and Literature written by and published by . This book was released on 1879 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Learning Strategy Instruction in the Language Classroom written by Anna Uhl Chamot and published by Multilingual Matters. This book was released on 2019-05-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive collection, comprising both theoretical and practical contributions, is unique in its focus on language learning strategy instruction (LLSI). The chapters, written by leading international experts, embrace both sociolinguistic and psycholinguistic perspectives. The issues presented include different models of strategy instruction and how they can be tailored according to context and the learners’ age and attainment level. The collection will be an important resource for researchers in the field, both for its critical perspectives and its guidance on collaborating with teachers to design interventions to implement strategy instruction. It also identifies key areas for research, including the teaching of less studied groups of strategies such as grammar and affective strategies. The book will prove equally valuable to language teachers through the provision of detailed teaching materials and tasks. Those engaged in professional development, whether pre- or in-service teacher education, will find a wealth of concrete ideas for sessions, courses and assignments.

Download or read book A Dictionary Persian Arabic and English with a Dissertation on the Languages Literature and Manners of Eastern Nations written by John Richardson and published by . This book was released on 1829 with total page 1848 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book And Now for Something Completely Different written by Kate Egan and published by Edinburgh University Press. This book was released on 2020-09-21 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examining Monty Python's enduring status as an unconventional, anti-authoritarian comedy touchstone, this book reappraises Python's comedy output from the perspective of its 50 years of cultural circulation. Reconsidering the group's originality, impact and durability, a range of international scholars explores Python's influences, production contexts, frequently controversial themes, and the cult status and forms of fandom associated with Python in the present day. From television sketches, including The Funniest Joke in the World, Hell's Grannies, Dead Parrot and Confuse-a-Cat, to the films Monty Python and the Holy Grail, Life of Brian and The Meaning of Life, to songs from the albums and live shows, this book is a ground-breaking critical analysis of the Monty Python phenomenon.

Download or read book Trends and Applications in Information Systems and Technologies written by Álvaro Rocha and published by Springer Nature. This book was released on 2021-03-28 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern information systems and technologies research, together with their technological development and applications. The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.

Download or read book A Dictionary Persian Arabic and English written by John Richardson and published by . This book was released on 1806 with total page 1268 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book A Dictionary Persian Arabic and English written by Francis Johnson and published by . This book was released on 1852 with total page 1440 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Intelligent Data Engineering and Automated Learning IDEAL 2021 written by Hujun Yin and published by Springer Nature. This book was released on 2021-11-23 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 22nd International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2021, which took place during November 25-27, 2021. The conference was originally planned to take place in Manchester, UK, but was held virtually due to the COVID-19 pandemic. The 61 full papers included in this book were carefully reviewed and selected from 85 submissions. They deal with emerging and challenging topics in intelligent data analytics and associated machine learning paradigms and systems. Special sessions were held on clustering for interpretable machine learning; machine learning towards smarter multimodal systems; and computational intelligence for computer vision and image processing.

Download or read book Python for Everybody written by Charles R. Severance and published by . This book was released on 2016-04-09 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to solve data problems that are beyond the capability of a spreadsheet.Python is an easy to use and easy to learn programming language that is freely available on Macintosh, Windows, or Linux computers. So once you learn Python you can use it for the rest of your career without needing to purchase any software.This book uses the Python 3 language. The earlier Python 2 version of this book is titled "Python for Informatics: Exploring Information".There are free downloadable electronic copies of this book in various formats and supporting materials for the book at www.pythonlearn.com. The course materials are available to you under a Creative Commons License so you can adapt them to teach your own Python course.