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
Data Science Basics - cover

Data Science Basics

Zoe Codewell

Übersetzer A AI

Verlag: Publifye

  • 0
  • 0
  • 0

Beschreibung

Data Science Basics offers a comprehensive introduction to transforming raw data into actionable insights, structured around three fundamental pillars: exploratory data analysis, statistical visualization, and machine learning applications. This practical guide stands out for its problem-first approach, introducing technical concepts as solutions to real-world analytical challenges rather than abstract theories, making it particularly valuable for aspiring analysts and business professionals.

 
The book's progression is thoughtfully organized across four main sections, beginning with essential data manipulation techniques and advancing through visualization methods, statistical analysis, and machine learning implementations. What sets this resource apart is its emphasis on combining technical proficiency with critical thinking and clear communication, illustrated through diverse case studies from business, healthcare, and scientific research.

 
The content bridges theoretical understanding with practical application through hands-on exercises using Python and R programming languages. Throughout the text, readers encounter real-world datasets and practical examples that demonstrate the universal applicability of data science methods. The book maintains accessibility while covering complex topics, using clear explanations and relevant examples to build a solid foundation in data literacy. By incorporating interactive exercises and end-of-chapter projects, it enables readers to develop practical problem-solving skills while mastering essential concepts in statistical analysis, data visualization, and machine learning fundamentals.
Verfügbar seit: 13.01.2025.
Drucklänge: 138 Seiten.

Weitere Bücher, die Sie mögen werden

  • OCN Study Guide 2024-2025 - Review Book With 330+ Practice Questions and Answer Explanations for the ONCC Oncology Certified Nurse Test - cover

    OCN Study Guide 2024-2025 -...

    Shawn Blake

    • 0
    • 0
    • 0
    The critical mistake that sabotages OCN exam scores (and how you can avoid it). 
    Passing the OCN exam isn’t a matter of memorizing information or knowing everything there is to know. 
      
    It’s about knowing what specifically is covered on the exam itself and having a personalized plan for filling in any knowledge gaps. 
      
    That’s what makes this OCN Exam guide different. Rather than leaving you to figure out how to schedule your study sessions, this book provides a 14-week preparation roadmap along with key concepts to know for each section of the exam. It specifies particular topics you’ll most likely be tested on and even shows you the percentage breakdown of all the questions by each section. 
      
    Inside, you’ll discover: 
     2 full-length exams (330 questions) to practice with, along with detailed answer explanations for each to help you spot any areas of knowledge to focus onA special study “hack” that makes it easier to stay focused and prevent information overloadThe vital pre-practice step that helps you get the most out of any OCN practice test you take (don’t attempt a single practice question until you’ve done this)Detailed profiles of the 18 cancer care symptoms to know about (including etiology, frequency, and treatment options)Which oncological emergencies are you tested on, and important facts to remember for each one 
      
    And much more! 
      
    So whether you’re an experienced oncology nurse or still fairly new to nursing, this guide can not only help you focus on the right topics but also keep you on the path toward earning your certification. 
      
    Dominate the OCN exam and take your career to the next level.
    Zum Buch
  • American Cryptids - In Pursuit of the Elusive Creatures - cover

    American Cryptids - In Pursuit...

    Kenney W. Irish, Katy Elizabeth,...

    • 0
    • 0
    • 0
    Welcome to the United States of Cryptids . . . please enjoy your stay! 
     
     
     
    Each year across the United States, there are mysterious and unexplainable firsthand encounters by average people. These encounters beg the question, do monsters exist? From east to west across the US, professionals are actively researching these encounters to prove once and for all that these creatures do exist. 
     
      
     
    American Cryptids takes you on a journey across the country, visiting each state along the way. On this adventure, renowned "cryptopunkologist," Kenney W. Irish, reviews historical data of each state, detailing Native American lore and chilling creature encounters with such cryptids as Sasquatch, Mothman, and Champ the Lake Champlain Monster, to name a few.
    Zum Buch
  • Potty Training - Strategies for Success with Toddlers - cover

    Potty Training - Strategies for...

    Stacey Wilmore

    • 0
    • 0
    • 0
    Potty training is a significant milestone in a toddler’s development, marking their transition from diapers to greater independence. While every child’s journey is unique, the process requires patience, consistency, and a positive approach. Parents and caregivers play a crucial role in guiding their little ones through this stage, offering encouragement and support as they navigate the challenges and triumphs of potty training. Understanding the fundamentals and setting realistic expectations can make the experience smoother for both the child and the caregiver.  
      
    One of the most important aspects of potty training is recognizing that there is no universal timeline. Some children show readiness earlier than others, and the process can take weeks or even months. External factors such as personality, developmental stage, and family dynamics influence how quickly a child adapts. While some toddlers may grasp the concept almost immediately, others may need more time to build confidence and routine. Parents should remain patient and flexible, avoiding comparisons with other children to reduce unnecessary pressure.  
      
    Equally important is establishing a positive potty training environment. Children respond best to encouragement rather than pressure, and creating a stress-free atmosphere can make all the difference. Using praise, rewards, and fun routines can help children associate potty training with a sense of accomplishment rather than frustration. Additionally, parents should approach setbacks as natural parts of the learning process rather than failures. Accidents will happen, and handling them with reassurance rather than disappointment fosters a child’s confidence. 
    Zum Buch
  • Dropping the Baby and Other Scary Thoughts - Breaking the Cycle of Unwanted Thoughts in Parenthood 2nd Edition - cover

    Dropping the Baby and Other...

    Karen Kleiman, Abby Adler...

    • 0
    • 0
    • 0
    This accessible guide addresses the nature of the intrusive and unwanted thoughts that can be common in new parenthood, and offers practical answers and advice on how to tackle these. 
     
     
     
    With fresh material focusing on how to overcome barriers to disclosure and stigma, and updated treatment approaches and case descriptions, this revised edition explains exactly what these negative thoughts are, why they come about, and what can be done about them. Chapters offer information on the specific nature of perinatal anxiety and related disorders, along with take-home points and evidence-based strategies for symptom relief that clinicians can use effectively with new parents. 
     
     
     
    Written by two leading clinicians in the perinatal community, in collaboration with two promising leaders in this specialized field, Dropping the Baby and Other Scary Thoughts, 2nd edition offers a compassionate approach to breaking the cycle of scary thoughts that is invaluable to new parents and clinicians alike.
    Zum Buch
  • Understanding Artificial Intelligence - Principles and Practices - cover

    Understanding Artificial...

    Craig Dames

    • 0
    • 0
    • 0
    Artificial Intelligence, commonly known as AI, is one of the most transformative technologies of our time. It refers to the development of computer systems that can perform tasks typically requiring human intelligence. These tasks include problem-solving, learning, decision-making, understanding natural language, and even visual perception. While AI may seem like a recent innovation, its foundations were laid decades ago, and it has evolved through years of research, experimentation, and technological advancement. 
    The concept of AI dates back to the 1950s, when computer scientists such as Alan Turing and John McCarthy began exploring whether machines could simulate human intelligence. The term "Artificial Intelligence" was first coined in 1956 during the Dartmouth Conference, which is now recognized as the birthplace of AI as a field of study. Early AI systems were rule-based and could only perform specific tasks under limited conditions. However, as computing power increased and data became more accessible, AI models grew more sophisticated and capable. 
    Today, AI is not just a theoretical concept or something confined to laboratories. It is embedded in our daily lives in subtle and sometimes invisible ways. From voice assistants like Siri and Alexa to recommendation algorithms on streaming platforms and online shopping sites, AI is shaping how we interact with technology. Navigation apps use AI to suggest optimal routes, email services use it to filter spam, and social media platforms rely on AI to personalize content.
    Zum Buch
  • Saying NO to a Farm-Free Future - The Case For an Ecological Food System and Against Manufactured Foods - cover

    Saying NO to a Farm-Free Future...

    Chris Smaje

    • 0
    • 0
    • 0
    A defense of agroecological, small-scale farming and a robust critique of an industrialized future.  
    As a breakdown of the climate, state power and globalized markets pushes us toward an epochal transition, Chris Smaje offers us a hopeful vision of a relocalized, self-sufficient world.—David Bollier  
    One of the few voices to challenge The Guardian's George Monbiot on the future of food and farming (and the restoration of nature) is academic, farmer and author of A Small Farm Future Chris Smaje. In Saying NO to a Farm-Free Future, Smaje presents his defense of small-scale farming and a robust critique of Monbiot’s vision for an urban and industrialized future.  
    Responding to Monbiot’s portrayal of an urban, high-energy, industrially manufactured food future as the answer to our current crises, and its unchallenged acceptance within the environmental discourse, Smaje was compelled to challenge Monbiot’s evidence and conclusions. At the same time, Smaje presents his powerful counterargument – a low-carbon agrarian localism that puts power in the hands of local communities, not high-tech corporates.  
    In the ongoing fight for our food future, this book will help you to understand the difference between a congenial, ecological living and a dystopian, factory-centered existence. A must-read!
    Zum Buch