Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Practical Data Science Environments with Python and R - Build and Manage Streamlined Workflows with Python and R for Real-World Insights and Analysis - cover
LER

Practical Data Science Environments with Python and R - Build and Manage Streamlined Workflows with Python and R for Real-World Insights and Analysis

Astha Puri, Rohan Mathur

Editora: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopse

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not because of complex algorithms, but because setting up the right tools, environments, and workflows is confusing and poorly explained. Practical Data Science Environments with Python and R fills that gap by focusing on the practical foundations required to work effectively in real data science settings.You begin by developing a clear understanding of the data science landscape, including how different programming languages, tools, and platforms are used across analytics and machine learning workflows. As you advance, you learn how to import structured and unstructured data, apply systematic cleaning and transformation techniques, and perform exploratory analysis to understand data behavior.You will implement and evaluate foundational models while learning how to organize code, manage versions with Git, and follow workflows used in professional data teams. The final chapters connect these skills to industry use cases, advanced topics, and next steps, preparing you to continue growing beyond the basics.What you will learn● Build complete, reproducible data science environments from scratch.● Prepare raw data through structured cleaning and transformation processes.● Apply Python and R workflows for end-to-end data analysis tasks.● Visualize data to identify patterns and communicate analytical insights.● Implement and evaluate foundational machine learning models.● Manage data science projects using industry-standard version control workflows.Table of Contents1. An Overview of Data Science2. Comparing Programming Languages and Various Environments3. Setting Up Data Science Environment4. Importing and Cleaning Data in Python and R5. Data Wrangling and Manipulation in Python and R6. Data Visualization in Python and R7. Introduction to Data Science Algorithms8. Implementing Machine Learning Models9. Version Control with Git10. Data Science and Analytics in Industry11. Advanced Topics and Next Steps       Index 
Disponível desde: 30/01/2026.
Comprimento de impressão: 254 páginas.

Outros livros que poderiam interessá-lo

  • PCCN Study Guide 2024-2025 - Review Book with 375 Practice Questions and Answers for the Progressive Care Certified Nurse Exam - cover

    PCCN Study Guide 2024-2025 -...

    Shawn Blake

    • 0
    • 0
    • 0
    Why 1 in 4 nurses fail the PCCN exam on their first try (and what you can do differently)... 
    Success on the PCCN exam requires more than just rote memorization or sharp test-taking skills. 
      
    It requires strategy. A systematic approach that helps you break down and translate each question into familiar terms, so you can make full use of your clinical judgment and silence exam anxiety. 
      
    This book provides you with that strategy. 
       
    Inside, you’ll discover: 
      
    ●     A simple 4-step approach that lets you dissect each question on the exam and narrow down your options by tapping into your clinical expertise 
    ●     Which biological systems and diseases make up the most significant portion of the exam 
    ●     The core components of the AACN’s Synergy Model, and which aspects you’re likely to be tested on 
    ●     What to know before you start studying — this is vital to helping you squeeze the most out of your study prep 
    ●     Three full-length practice test that includes 125 unique questions and detailed answer explanations, plus 50 extra practice questions to help reinforce your knowledge for each section on the PCCN 
      
    And much more! 
      
    By the end, you’ll know what to expect on every section of the exam, including the most critical points many nurses forget about. So even if you’re still starting to build out your career, you’ll have a winning strategy that can help maximize your chances of passing the PCCN on your first try. 
      
    Take the next step toward earning your PCCN certification
    Ver livro
  • Your Money or Your Life - Debt Collection in American Medicine - cover

    Your Money or Your Life - Debt...

    Luke Messac

    • 0
    • 0
    • 0
    A riveting exposé of medical debt collection in America—and the profound financial and physical costs eroding patient trust in medicine 
     
     
     
    For the crime of falling sick without wealth, Americans today face lawsuits, wage garnishment, home foreclosure, and even jail time. 
     
     
     
    Yet who really profits from aggressive medical debt collection? And how does this predatory system affect patients and doctors responsible for their care? 
     
     
     
    Your Money or Your Life reveals how medical debt collection became a multi-billion-dollar industry and how everyday Americans are made to pay the price. Emergency physician and historian Luke Messac weaves patient stories into a history of law, finance, and medicine to show how debt and debt collection are destroying the foundational trust between doctors and patients at the heart of American healthcare. The fight to stop aggressive collection tactics has brought together people from all corners of the political spectrum. But if we want to better protect the sick from financial ruin, we have to understand how we got here. 
     
     
     
    With wit and clarity, Your Money or Your Life asks us all to rethink the purpose of our modern healthcare system and consider whom it truly serves.
    Ver livro
  • Manual of Egyptian Archaeology and Guide to the Study of Antiquities in Egypt - cover

    Manual of Egyptian Archaeology...

    Gaston Maspero

    • 0
    • 0
    • 0
    A handbook of Egyptian archaeology, issued by the British Museum, considered suitable for British tourists traveling to Egypt in the 19th Century. (Introduction by Timothy Ferguson)
    Ver livro
  • Stories of Birds - cover

    Stories of Birds

    Lenore Elizabeth Mulets

    • 0
    • 0
    • 0
    This volume contains stories, poems, myths, and facts about lots of different birds, intended for teaching children. It is divided into nine parts, each covering a different type of bird. Summary by Rachel.
    Ver livro
  • When the City Stopped - Stories from New York's Essential Workers - cover

    When the City Stopped - Stories...

    Robert W. Snyder

    • 0
    • 0
    • 0
    In When the City Stopped, Robert Snyder tells the story of COVID-19 in the words of ordinary New Yorkers, illuminating the fear and uncertainty of life in the early weeks and months, as well as the solidarity that sustained the city. New Yorkers were "alone together," separated by the protective measures of social distancing and the fundamental inequalities of life and work in New York City. Through their personal accounts, we see that while many worked from home, others knowingly exposed themselves to the dangers of the pandemic as they drove buses, ran subways, answered 911 calls, tended to the sick, and made and delivered meals. 
     
     
     
    Snyder builds bridges of knowledge and empathy between those who bore dangerous burdens and those who lived in relative safety. The story is told through the words of health care workers, grocery clerks, transit workers, and community activists who recount their experiences in poems, first-person narratives, and interviews. When the City Stopped preserves for future generations what it was like to be in New York when it was at the center of the pandemic.
    Ver livro
  • Complete Java Essentials for Developers - Mastering Java for Comprehensive Software Development - cover

    Complete Java Essentials for...

    Et Tu Code

    • 0
    • 0
    • 0
    Master comprehensive software development with Java programming in this extensive audio guide! "Complete Java Essentials for Developers" covers everything from setting up your development environment to advanced concepts, and even touches on emerging trends. 
    In this comprehensive audiobook, you'll learn:  
    - The basics of Java programming, including syntax and data types 
    - Control flow and looping structures 
    - Object-oriented programming principles 
    - Exception handling and error management techniques 
    - Working with collections frameworks and file input/output operations 
    - Multithreading concepts and best practices 
    - Database connectivity (JDBC) and GUI development with Swing 
    - Web development using Java Servlets and JSP, and RESTful web services 
    - Spring Framework and testing/debugging strategies 
    - Advanced topics like security in Java applications, cloud computing, microservices architecture, and DevOps/CI/CD integration 
    - Performance optimization techniques and the future of Java programming
    Ver livro