Python 3 Data Visualization Using Google Gemini
Python 3 Data Visualization Using Google Gemini

Author: Oswald Campesato

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2024-03-13

Total Pages: 200

ISBN-13: 1501519794

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This book offers a comprehensive guide to leveraging Python-based data visualization techniques with the innovative capabilities of Google Gemini. Tailored for individuals proficient in Python seeking to enhancetheir visualization skills, it explores essential libraries like Pandas, Matplotlib, and Seaborn, along with insights into the innovative Gemini platform. With a focus on practicality and efficiency, it delivers a rapid yet thorough exploration of data visualization methodologies, supported by Gemini-generated code samples. Companion files with source code and figures are available for downloading. FEATURES: Covers Python-based data visualization libraries and techniques Includes practical examples and Gemini-generated code samples for efficient learning Integrates Google Gemini for advanced data visualization capabilities Sets up a conducive development environment for a seamless coding experience Includes companion files for downloading with source code and figures

Google Gemini for Python
Google Gemini for Python

Author: Oswald Campesato

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2024-03-21

Total Pages: 203

ISBN-13: 1501519743

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This book provides a bridge between the worlds of Python 3 programming and Generative AI, aiming to equip readers with the skills to navigate both domains with confidence. It begins with an introduction to fundamental aspects of Python programming, which include various data types, number formatting, Unicode and UTF-8 handling, and text manipulation techniques. In addition, you will learn about loops, functions, data structures, NumPy, Pandas, conditional logic, and reserved words in Python. Further chapters show how to handle user input, manage exceptions, and work with command-line arguments. The text then transitions to the realm of Generative AI, discussing its distinction from Conversational AI. Popular platforms and models, including Bard (now called “Gemini”) and its competitors, are presented to give readers an understanding of the current AI landscape. The book discusses the capabilities of Bard, its strengths, weaknesses, and potential applications. Finally, you will learn how to generate a variety of Python 3 code samples via Bard.

Python 3 and Machine Learning Using ChatGPT / GPT-4
Python 3 and Machine Learning Using ChatGPT / GPT-4

Author: Oswald Campesato

Publisher: Stylus Publishing, LLC

Published: 2024-05-22

Total Pages: 304

ISBN-13: 1501520172

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This book is designed to bridge the gap between theoretical knowledge and practical application in the fields of Python programming, machine learning, and the innovative use of ChatGPT-4 in data science. The book is structured to facilitate a deep understanding of several core topics. It begins with a detailed introduction to Pandas, a cornerstone Python library for data manipulation and analysis. Next, it explores a variety of machine learning classifiers from kNN to SVMs. In later chapters, it discusses the capabilities of GPT-4, and how its application enhances traditional linear regression analysis. Finally, the book covers the innovative use of ChatGPT in data visualization. This segment focuses on how AI can transform data into compelling visual stories, making complex results accessible and understandable. It includes material on AI apps, GANs, and DALL-E. Companion files are available for downloading with code and figures from the text. FEATURES: Includes practical tutorials designed to provide hands-on experience, reinforcing learning through practice Provides coverage of the latest Python tools using state-of-the-art libraries essential for modern data scientists Companion files with source code, datasets, and figures are available for downloading

Python 3 Data Visualization Using Google Gemini
Python 3 Data Visualization Using Google Gemini

Author: Oswald Campesato

Publisher: Stylus Publishing, LLC

Published: 2024-03-30

Total Pages: 199

ISBN-13: 1501519832

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This book offers a comprehensive guide to leveraging Python-based data visualization techniques with the innovative capabilities of Google Gemini. Tailored for individuals proficient in Python seeking to enhance their visualization skills, it explores essential libraries like Pandas, Matplotlib, and Seaborn, along with insights into the innovative Gemini platform. With a focus on practicality and efficiency, it delivers a rapid yet thorough exploration of data visualization methodologies, supported by Gemini-generated code samples. Companion files with source code and figures are available for downloading. FEATURES: Covers Python-based data visualization libraries and techniques Includes practical examples and Gemini-generated code samples for efficient learning Integrates Google Gemini for advanced data visualization capabilities Sets up a conducive development environment for a seamless coding experience Includes companion files for downloading with source code and figures

Python 3 and Data Visualization
Python 3 and Data Visualization

Author: Oswald Campesato

Publisher: Mercury Learning and Information

Published: 2023-10-03

Total Pages: 393

ISBN-13: 1683929446

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Python 3 and Data Visualization offers readers a deep dive into the world of Python 3 programming and the art of data visualization. Chapter 1 introduces the essentials of Python, covering a vast array of topics from basic data types, loops, and functions to more advanced constructs like dictionaries, sets, and matrices. In Chapter 2, the focus shifts to NumPy and its powerful array operations, seamlessly leading into the world of data visualization using prominent libraries such as Matplotlib. Chapter 6 immerses the reader in Seaborn's rich visualization tools, offering insights into datasets like Iris and Titanic. The appendix covers other visualization tools and techniques, including SVG graphics, D3 for dynamic visualizations, and more. The book also includes companion files with numerous Python code samples and figures. From foundational Python concepts to the intricacies of data visualization, this book serves as a comprehensive resource for both beginners and seasoned professionals. FEATURES: Covers numerous tools for mastering visualization including NumPy, Pandas, SQL, Matplotlib, and Seaborn Includes an introductory chapter on Python 3 basics Features companion files with numerous Python code samples and figures

Artificial Intelligence Tools Book
Artificial Intelligence Tools Book

Author: Manish Soni

Publisher:

Published: 2024-11-17

Total Pages: 295

ISBN-13:

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Welcome to the exciting and rapidly evolving world of artificial intelligence (AI). This book, "Artificial Intelligence Tools: Unlocking the Power of Intelligent Systems," is designed to be your comprehensive guide to understanding, implementing, and leveraging the cutting-edge tools that drive the advancements in AI. Whether you are a seasoned professional in the field or a curious newcomer, this book aims to provide you with valuable insights and practical knowledge to navigate the multifaceted landscape of AI tools. From machine learning algorithms to neural networks, readers will gain insights into the core concepts that form the backbone of intelligent systems. We aim to make complex ideas accessible, ensuring that readers, regardless of their technical background, can grasp the essentials of AI.

Diagnostic Accuracy of Sepsis: Clinical Scores Combination and Serum Biomarkers for Rapid Diagnosis and Prognosis
Diagnostic Accuracy of Sepsis: Clinical Scores Combination and Serum Biomarkers for Rapid Diagnosis and Prognosis

Author: Silvia Spoto

Publisher: Frontiers Media SA

Published: 2023-10-25

Total Pages: 104

ISBN-13: 2832536786

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Sepsis is the first cause of death for infection accounting for 17% of intra-hospital mortality and reaching 26% in case of septic shock with estimated costs for over 24 billion of dollar per year. Early diagnosis and appropriate treatment can significantly reduce sepsis mortality however there is currently no gold standard in sepsis diagnosis. To date, it is recommended to use an improved program for sepsis, including sepsis screening for acutely ill, high-risk patients and standard operating procedures for treatment in hospitals. Sepsis screening tools are designed to promote early identification of sepsis using clinical scores and biomarkers. The combination of clinical scores and biomarkers increases the diagnostic and prognostic accuracy of sepsis, improving patient clinical management. Various clinical variables and tools are used for sepsis screening, such as vital signs, signs of infection, systemic inflammatory response syndrome (SIRS) criteria, quick Sequential Organ Failure Score (q-SOFA) or Sequential Organ Failure Assessment (SOFA) criteria, National Early Warning Score (NEWS), or Modified Early Warning Score (MEWS).