Название: Prototyping Python Dashboards for Scientists and Engineers: Build and Deploy a Complete Dashboard with Python
Автор: Раdrаig Ноulаhаn
Издательство: Apress
Год: 2024
Страниц: 220
Язык: английский
Формат: pdf, epub
Размер: 16.1 MB

Create interactive and data-driven dashboards using Python. This hands-on guide is a practical resource for those (with modest programming skills) in scientific and engineering fields looking to leverage Python's power for data visualization and analysis in a user-friendly dashboard format. You’ll begin by gaining a fundamental understanding of Python programming, including data types, lists, dictionaries, and data structures. The book then delves into the world of reactive programming with Plotly and Dash, offering a hands-on approach to building interactive web-based dashboards. Next, you’ll see how to work with online data, how to scrape and clean datasets, and keep files up-to-date. The book also guides you through planning a dashboard prototype, outlining project tasks, trends, forecasts, spectra, and other design considerations. It concludes with a discussion of how the dashboard can be used for data visualization of real data, explaining the usefulness of tools such as spectra. For scientists, engineers, students, programmers, and data enthusiasts who aspire to harness Python's potential for data visualization and analysis through the creation of interactive dashboards.

Название: Learn Autonomous Programming with Python: Utilize Python's capabilities in Artificial Intelligence, Machine Learning, Deep Learning and robotic process automation
Автор: Vаrun Р Divаdkаr
Издательство: BPB Publications
Год: 2024
Страниц: 324
Язык: английский
Формат: epub (true)
Размер: 26.6 MB

Unleash the hidden potential of Python to emerge as a change maker of contemporary industry. The current industry (also called Industry 4.0) has witnessed an unprecedented expansion of technology in a short span of time, owing to an exponential increase in computational power coupled with internet technology. Consequently, domains like artificial intelligence, machine learning, deep learning and robotic process automation have gained prominence and become the backbone of organizations, making it inevitable for professionals to upgrade their skills in these domains. Orchestrate your work with AI and ML. Learn RPA's power, conduct web symphonies, utilize spreadsheets, and automate emails. You can also extract data from PDFs and images, choreograph applications, and play with Deep Learning. Design workflows, create hyperautomation finales, and combine Python with UiPath. You can further build a solid stage for your projects with PyScript, and continue with test automation. This book is specifically meant for students and professionals who have prior working knowledge of Python from a basic to intermediate level and would want to expand their horizon of Python programming.

Название: Python Primer: A self Study Approach
Автор: Вibеk Вhаndаri, Zеnithа Сhаlisе
Издательство: Independently published
Год: November 12, 2023
Страниц: 95
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Welcome to 'Python Primer: A Self Study Approach', the perfect starting point for high school students to dive into the world of programming. Designed with beginners in mind, this book introduces Python through a project-based learning approach, ensuring an engaging and effective learning experience. Key Features: Beginner-Friendly: No prior programming experience? No problem! This book gently guides you through Python's fundamentals in a clear and approachable manner. Hands-On Projects: Learn by doing! Engage in fun, practical projects right from the start, building your skills and confidence with each exercise.

Название: Basic Exercises for Competitive Programming Python
Автор: Jаn Роl
Издательство: Smashwords, Inc.
Год: 2021
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 12.7 MB

Do you want practice for competitive programming?
The following book shows a compilation of more than 20 basic exercises for competitive programming, all of them are written in Python. In addition, desktop tests are added to observe the operation of each algorithm.

Название: Python Fundamentals for Finance: A survey of Algorithmic Options trading with Python
Автор: Науdеn Vаn Dеr Роst
Издательство: Reactive Publishing
Год: 2024
Страниц: 287
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

In the extensive array of financial markets, options trading is an art form that offers a wide range of opportunities for both experienced traders and beginners. At its essence, options trading involves buying or selling the right to purchase or sell an asset at a predetermined price within a specific timeframe. This intricate financial instrument comes in two main forms: call options and put options. A well-configured Python environment is fundamental for efficient financial analysis using Python. Setting up this foundation ensures that the necessary tools and libraries for options trading are readily available. Within the realm of software development, object-oriented programming (OOP) emerges as a foundational paradigm that not only structures code but also conceptualizes it in terms of tangible objects found in the real world. Python, with its adaptable nature, wholeheartedly embraces OOP, bestowing developers with the ability to forge modular and scalable financial applications. Another crucial aspect of Python's data types and structures is their ability to handle data manipulation and analysis. Python provides a rich ecosystem of libraries and packages that specialize in data science and financial analysis.

Название: Raspberry PI: The Comprehensive Guide to Self-Taught Computer Technology Learning, Simple Setup, and Project Mastery
Автор: Vеrе Sаlаzаr
Издательство: Independently published
Год: 2024
Страниц: 102
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Do you want to learn how to build a Raspberry Pi yourself? Have you desired to develop proficiency in creating this adaptable instrument? If the response is in the affirmative, you've found the ideal manual! Everything you need to become an expert on Raspberry Pi is included in this extensive book. You will feel competent enough to work independently on a variety of models and tasks at the end of this material. This book makes sure you are well-versed in the setup procedure, starting from the very beginning and leading you step-by-step.

Название: Python Powered Intelligence and ML: A Comprehensive Guide to AI and Soft Computing
Автор: Gаgаndеер Каur
Издательство: AMKCORP Research Technologies PVT LTD
Год: 22-10-2023
Страниц: 421
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Python Powered Intelligence And ML is designed to be your essential companion in your journey through the world of Artificial Intelligence and Python programming. We understand the importance of building a solid foundation in AI concepts, as well as mastering the tools and techniques needed to implement AI solutions effectively. Artificial Intelligence (AI) is the branch of computer science dedicated to creating systems that can perform tasks typically requiring human intelligence. It encompasses a wide range of techniques, algorithms, and technologies that enable computers to mimic or replicate human-like cognitive functions. These functions include problem-solving, learning, reasoning, understanding natural language, recognizing patterns, and making decisions. AI is a multifaceted field that includes various subfields and applications. It covers everything from machine learning, deep learning, and natural language processing to robotics and computer vision. The scope of AI continues to expand as technology advances and new challenges emerge. Machine Learning is a subset of AI that focuses on the development of algorithms that enable computers to learn from data and make predictions or decisions. It has found widespread application in areas like predictive analytics, recommendation systems, and fraud detection.

Название: Access the secrets of Python Programming for Beginners: Speed Up Python Learning in 7 Days! Discover the No-Fail, Step-by-Step Plan to Unlock Secrets, Open Doors and Transform Your Tech Career
Автор: Тоdd Shаrр
Издательство: Independently published
Год: November 27, 2023
Страниц: 267
Язык: английский
Формат: pdf, epub
Размер: 11.5 MB

Have you always wanted to learn how to code but never got around to it? Do you feel out of place in today's tech-driven society because you don't know how to code even the simplest of websites? Do you want to make your mark in the tech world but have no idea how to get started? If you've ever found yourself asking "yes" to any of these, our book may be the answer you've been looking for. Learning a new skill may be challenging, and learning to code is no exception. However, we have the answer to your predicament with Python Programming for Beginners. Our book provides a thorough yet accessible tutorial that will get you comfortable with Python's fundamentals in no time. We're here to give you the tools you need to chart your own course and find success in the tech sector. Python is the programming language of choice for millions of people worldwide because of its intuitive syntax, easy comprehension, and extensive library and resource collection. Simple scripts to automate monotonous jobs, sophisticated data analysis, machine learning algorithms, web development, and even gaming programming are just a few of its uses. Acquiring knowledge of Python is an extremely beneficial ability that can lead to a multitude of options and possibilities. This thorough guide is a great resource for newcomers as it provides a thorough understanding of Python programming. Even if you have little to no expertise with coding, this book will provide you the tools you need to get started.

Название: Python Machine Learning for Beginners: A Step by Step Approach to Scikit-Learn and TensorFlow
Автор: Lеnа Nеill
Издательство: Independently published
Год: 2024
Страниц: 108
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Do you find yourself unsure of how to apply your existing knowledge to Python? If you are a beginner programmer who wants to learn Python Machine Learning, this book is for you. This book will help you understand how to use Python to apply your existing skills to Machine Learning problems. Machine Learning is a fascinating and powerful field that uses machines to learn from data and perform tasks that humans cannot do easily. This book is designed for beginners, with simple and clear explanations and step-by-step examples. It will help you get started with Python Machine Learning and discover its amazing potential.

Название: Data Analytics for Discourse Analysis with Python: The Case of Therapy Talk
Автор: Dеnnis Тау
Издательство: Routledge
Год: 2024
Страниц: 190
Язык: английский
Формат: pdf (true)
Размер: 16.5 MB

This concise volume, using examples of psychotherapy talk, showcases the potential applications of data analytics for advancing discourse research and other related disciplines. The book provides a brief primer on data analytics, defined as the science of analyzing raw data to reveal new insights and support decision making. Currently underutilized in discourse research, Tay draws on the case of psychotherapy talk, in which clients’ concerns are worked through via verbal interaction with therapists, to demonstrate how data analytics can address both practical and theoretical concerns. The Python code used to implement examples in the conceptual walkthroughs and case studies will be presented as they are discussed, for readers to try them out as they go along. The various code snippets throughout will be presented again at the end of each chapter to provide a bird’s-eye view of the logical flow of the techniques and their components. All code and data files are also available upon request and stored on my GitHub site. The numerical representation of different aspects of texts to facilitate subsequent quantitative analysis is a basic task in fields like corpus linguistics and natural language processing (NLP).