Begleiten Sie uns auf eine literarische Weltreise!
Buch zum Bücherregal hinzufügen
Grey
Einen neuen Kommentar schreiben Default profile 50px
Grey
Jetzt das ganze Buch im Abo oder die ersten Seiten gratis lesen!
All characters reduced
Ultimate Python Libraries for Data Analysis and Visualization: Leverage Pandas NumPy Matplotlib Seaborn Julius AI and No-Code Tools for Data Acquisition Visualization and Statistical Analysis - cover

Ultimate Python Libraries for Data Analysis and Visualization: Leverage Pandas NumPy Matplotlib Seaborn Julius AI and No-Code Tools for Data Acquisition Visualization and Statistical Analysis

Abhinaba Banerjee

Verlag: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Beschreibung

Test your Data Analysis skills to its fullest using Python and other no-code tools Key Features ● Comprehensive coverage of Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, Julius AI for data acquisition, preparation, analysis, and visualization● Real-world projects and practical applications for hands-on learning● In-depth exploration of low-code and no-code tools for enhanced productivityBook DescriptionUltimate Data Analysis and Visualization with Python is your comprehensive guide to mastering the intricacies of data analysis and visualization using Python. This book serves as your roadmap to unlocking the full potential of Python for extracting insights from data using Pandas, NumPy, Matplotlib, Seaborn, and Julius AI. Starting with the fundamentals of data acquisition, you'll learn essential techniques for gathering and preparing data for analysis. From there, you’ll dive into exploratory data analysis, uncovering patterns and relationships hidden within your datasets.Through step-by-step tutorials, you'll gain proficiency in statistical analysis, time series forecasting, and signal processing, equipping you with the tools to extract actionable insights from any dataset. What sets this book apart is its emphasis on real-world applications. With a series of hands-on projects, you’ll apply your newfound skills to analyze diverse datasets spanning industries such as finance, healthcare, e-commerce, and more.By the end of the book, you'll have the confidence and expertise to tackle any data analysis challenge with Python. To aid your journey, the book includes a handy Python cheat sheet in the appendix, serving as a quick reference guide for common functions and syntax.What you will learn● Acquire data from various sources using Python, including web scraping, APIs, and databases.● Clean and prepare datasets for analysis, handling missing values, outliers, and inconsistencies.● Conduct exploratory data analysis to uncover patterns, trends, and relationships within your data.● Perform statistical analysis using Python libraries such as NumPy and Pandas, including hypothesis testing and regression analysis.● Master time series analysis techniques for forecasting future trends and making data-driven decisions.● Apply signal processing methods to analyze and interpret signals in data, such as audio, image, and sensor data.● Engage in real-world projects across diverse industries, from finance to healthcare, to reinforce your skills and experience.Table of Contents1. Introduction to Data Analysis and Data Visualization using Python2. Data Acquisition3. Data Cleaning and Preparation4. Exploratory Data Analysis5. Statistical Analysis6. Time Series Analysis and Forecasting7. Signal Processing8. Analyzing Real-World Data Sets using Python     APPENDIX A Python Cheat Sheet     Index
Verfügbar seit: 10.02.2025.
Drucklänge: 266 Seiten.

Weitere Bücher, die Sie mögen werden

  • AP Chemistry: Essential Secrets to Conquer Chemistry with Confidence - "Master AP Chemistry effortlessly with engaging audio lessons tailored for maximum exam performance!" - cover

    AP Chemistry: Essential Secrets...

    Bastian Merriweather

    • 0
    • 0
    • 0
    AP Chemistry: Essential Secrets to Conquer Chemistry with Confidence 
    ⭐⭐ Simplified Guide & Explanations Included ⭐⭐ 
    Are you aspiring to advance in your academic journey and deepen your understanding by excelling in AP Chemistry? 
    Looking for a thorough guide that encompasses everything you need to master AP Chemistry with assurance? 
    Your search concludes here! 
    This audiobook is your ultimate resource for enhancing your chemistry knowledge, applying what you've learned, and engaging in practical exercises. With this guide, you'll be set for success. 
    Updated to reflect the latest structure for AP Chemistry. 
    Key features of this comprehensive guide: 
    - In-depth insights into AP Chemistry concepts 
    - Detailed explanations of chemistry fundamentals 
    - Effective strategies for exam preparation and problem-solving 
    Our guide stands out through its exhaustive coverage, which is vital for your exam success. Concepts are explored deeply, ensuring you fully grasp the material. 
    Please note that this guide operates independently and is not affiliated with any official AP Chemistry organization, serving solely as a helpful resource for your learning. 
    Crafted with a straightforward layout and accessible language, our AP Chemistry guide ensures seamless transitions between topics. Say farewell to confusing jargon and welcome clear, concise, and accurate content. 
    So, why wait? Click the BUY NOW button, secure your guide, and embark on your journey to mastering AP Chemistry with confidence!
    Zum Buch
  • Toxic Success: How to Break Free from Burnout Culture - "Elevate your journey with 'Toxic Success'—captivating audio lessons to conquer burnout and thrive!" - cover

    Toxic Success: How to Break Free...

    Leander Ashcroft

    • 0
    • 0
    • 0
    Toxic Success: How to Break Free from Burnout Culture 
    ⭐⭐ Simplified Guide & Explanations Included⭐⭐   
    Are you striving to advance in your career and enrich your understanding while overcoming the pitfalls of a damaging burnout culture?   
    Looking for an all-encompassing resource that equips you with everything you need to escape the cycle of toxic success?   
    Your quest ends here!   
    This guide is your essential ally for enhancing your knowledge, practicing your skills, and engaging in practical exercises. With this resource, you are set for triumph.   
    Updated for the current insight into breaking free from burnout culture.   
    Key features of this enhanced guide: 
    - In-depth understanding of how to transform your life by escaping burnout's destructive cycle.   
    - Comprehensive explanations on key concepts related to overcoming burnout.   
    - Effective strategies for personal growth and navigating challenges.   
    Our guide stands out by offering thorough coverage, which is crucial for your personal victory. We don’t just touch the surface; we explore each concept in detail.   
    Structured with clarity and accessible language, our guide ensures seamless transitions between topics. Say goodbye to complex jargon and embrace straightforward, precise, and accurate content.   
    So, why hesitate? Click the BUY NOW button to grab your guide and start your path to a life free from the shackles of burnout culture!
    Zum Buch
  • Programming with GitHub Copilot - Write Better Code--Faster! - cover

    Programming with GitHub Copilot...

    Kurt Dowswell

    • 0
    • 0
    • 0
    In Programming with GitHub Copilot: Write Better Code—Faster, veteran software developer and GitHub community hero Kurt Dowswell delivers an insightful and hands-on exploration of GitHub's powerful, new AI coding assistant, Copilot. In the book, you'll discover how to use the tool's capabilities to push the boundaries of what you thought was possible in programming. 
     
     
     
    Even if you've used autocomplete tools—like VS Code's TabNine extension—before, you'll be floored by GitHub Copilot's potential to transform the way you code. You'll learn how to install, configure, and use the software, from employing it's most common and widely used features to deploying business and enterprise functionality. You'll even discover how to fix runtime and compilation bugs and write unit, integration, and end-to-end tests. 
     
     
     
    You'll also find: 
     
     
     
    ● Prompt strategies to get GitHub Copilot to help you brainstorm new code solutions 
     
     
     
    ● What the future looks like for AI-assisted coding, including discussions of issues like code licensing and ethics 
     
     
     
    ● Directions for chatting with Copilot, including common commands and prompts to help you guide the conversation to where you want it to go
    Zum Buch
  • If Science is to Save Us - cover

    If Science is to Save Us

    Martin Rees

    • 0
    • 0
    • 0
    There has never been a time when 'following the science' has been more important for humanity. At no other point in history have we had such advanced knowledge and technology at our fingertips, nor had such astonishing capacity to determine the future of our planet. 
     
     
     
    But the decisions we must make on how science is applied belong outside the lab and should be the outcome of wide public debate. For that to happen, science needs to become part of our common culture. Science is not just for scientists: if it were, it could never save us from the multiple crises we face. For science can save us, if its innovations mesh carefully into society and its applications are channeled for the common good. 
     
     
     
    As Martin Rees argues in this expert and personal analysis of the scientific endeavor on which we all depend, we need to think globally, we need to think rationally and we need to think long-term, empowered by twenty-first-century technology but guided by values that science alone cannot provide.
    Zum Buch
  • Woman Watching - Louise de Kiriline Lawrence and the Songbirds of Pimisi Bay - cover

    Woman Watching - Louise de...

    Merilyn Simonds

    • 0
    • 0
    • 0
    “Woman, Watching is an entrancing blend of biography, memoir, history, research, and homage that is unlike anything I’ve ever read. It’s radical, it’s ravishing.” — Kyo Maclear, author of Birds Art Life
    		 
    From award-winning author Merilyn Simonds, a remarkable biography of an extraordinary woman — a Swedish aristocrat who survived the Russian Revolution to become an internationally renowned naturalist, one of the first to track the mid-century decline of songbirds.
    		 
    Referred to as a Canadian Rachel Carson, Louise de Kiriline Lawrence lived and worked in an isolated log cabin near North Bay. After her husband was murdered by Bolsheviks, she refused her Swedish privilege and joined the Canadian Red Cross, visiting her northern Ontario patients by dogsled. When Elzire Dionne gave birth to five babies, Louise became nurse to the Dionne Quintuplets. Repulsed by the media circus, she retreated to her wilderness cabin, where she devoted herself to studying the birds that nested in her forest. Author of six books and scores of magazine stories, de Kiriline Lawrence and her “loghouse nest” became a Mecca for international ornithologists.
    		 
    Lawrence was an old woman when Merilyn Simonds moved into the woods not far away. Their paths crossed, sparking Simonds’s lifelong interest. A dedicated birder, Simonds brings her own songbird experiences from Canadian nesting grounds and Mexican wintering grounds to this deeply researched, engaging portrait of a uniquely fascinating woman.
    Zum Buch
  • Mastering Large Language Models with Python - Unleash the Power of Advanced Natural Language Processing for Enterprise Innovation and Efficiency Using Large Language Models (LLMs) with Python - cover

    Mastering Large Language Models...

    Raj R

    • 0
    • 0
    • 0
    A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise
    Book Description
    “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation.
    Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence.
    Table of Contents
    1. The Basics of Large Language Models and Their Applications
    2. Demystifying Open-Source Large Language Models
    3. Closed-Source Large Language Models
    4. LLM APIs for Various Large Language Model Tasks
    5. Integrating Cohere API in Google Sheets
    6. Dynamic Movie Recommendation Engine Using LLMs
    7. Document-and Web-based QA Bots with Large Language Models
    8. LLM Quantization Techniques and Implementation
    9. Fine-tuning and Evaluation of LLMs
    10. Recipes for Fine-Tuning and Evaluating LLMs
    11. LLMOps - Operationalizing LLMs at Scale
    12. Implementing LLMOps in Practice Using MLflow on Databricks
    13. Mastering the Art of Prompt Engineering
    14. Prompt Engineering Essentials and Design Patterns
    15. Ethical Considerations and Regulatory Frameworks for LLMs
    16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning)      
    Index
    Zum Buch