Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
I want to read the book!
All characters reduced
Exploratory Data Science - A Practical Guide for Engineering and Science Students - cover

Exploratory Data Science - A Practical Guide for Engineering and Science Students

Pasquale De Marco

Publisher: Publishdrive

  • 0
  • 0
  • 0

Summary

"Exploratory Data Science: A Practical Guide for Engineering and Science Students" is a comprehensive and engaging introduction to the world of data analysis, probability, and statistics. Designed for students in engineering, science, and related fields, this book provides a solid foundation in the essential concepts and techniques needed to extract meaningful insights from data.

With a focus on practical applications and real-world examples, "Exploratory Data Science" takes readers on a journey through the art of data exploration, visualization, and statistical inference. Learn how to uncover patterns, trends, and relationships hidden within data using graphical representations, numerical summaries, and probability distributions. Master the art of hypothesis testing to make informed decisions in the face of uncertainty.

Delve into the intricacies of correlation and regression analysis to uncover relationships between variables and make predictions based on observed patterns. Explore time series analysis and forecasting to unravel patterns and trends over time. Discover the power of design of experiments and analysis of variance to optimize processes and make informed decisions.

Non-parametric statistics and Bayesian statistics are also covered, providing readers with the tools to analyze data that may not conform to traditional assumptions and to incorporate prior knowledge and uncertainty into statistical models. The book concludes with a thorough exploration of statistical computing and software, equipping readers with the practical skills necessary to harness the computational power of modern statistical software packages.

Written in a clear and accessible style, "Exploratory Data Science" is packed with hands-on exercises, case studies, and thought-provoking questions to reinforce understanding and encourage critical thinking. Ethical considerations in data analysis are also emphasized, ensuring that statistical methods are applied responsibly and with integrity.

Whether you are a student seeking a deeper understanding of data science or a professional looking to enhance your analytical skills, "Exploratory Data Science" is the ultimate guide to unlocking the transformative potential of data. Embark on a journey of discovery and empower yourself to make informed decisions, solve complex problems, and drive innovation in your field.


If you like this book, write a review!
Available since: 06/02/2025.
Print length: 171 pages.

Other books that might interest you

  • Climate Optimism - Celebrating Systemic Change Around the World - cover

    Climate Optimism - Celebrating...

    Zahra Biabani

    • 0
    • 0
    • 0 
    Change the way you think about the future. The fate of humanity can be daunting, but we don't need to live in that space. First, we need to change our attitude in order to implement nature-based solutions to deal with climate change. Good news: there are environmental trends and examples to change the way you think about how we can protect the planet. 
 
  
 
Get to know Zahra Biabani, a climate activist, influencer, CEO, and writer. After unexpectedly establishing a career as an online sustainability educator and influencer, Zahra decided to jump headfirst into the waters of entrepreneurship and authorship. Climate Optimism is her way to spread hope. 
 
 
 
Inside, you'll find: 
 
 
 
● Real stories on environmental sustainability in other countries that are working 
 
 
 
● A mix of unique solutions and practical advice on how to face climate change 
 
 
 
● Good news on how to change the way you think and feel about the climate crisis 
 
 
 
If you're looking for a sustainable living book or books for activists centered on environmentalism like A Field Guide to Climate Anxiety, The Intersectional Environmentalist, or Sustainable Badass, you'll love Climate Optimism.
    Show book
  • Touching Cancer - My Journey of Self-Discovery with Oncology Massage - cover

    Touching Cancer - My Journey of...

    Eleanor Oyston

    • 0
    • 0
    • 0 
    We all know someone who has been touched by cancer, but for many diagnosed with the disease, that is where the human touch stops. 
Oncology massage brings us gentle human touch when we are feeling our most vulnerable, safely creating a longed-for sense of peace, wholeness and hope. 
In this must-read book for any practitioner, carer or patient, Eleanor Oyston shares her story of bringing oncology massage to Australia. 
After many years as a scientist, Eleanor went from diagnosing cancer in a lab to massaging clients with a variety of medical conditions. Very quickly, she witnessed the amazing benefits and knew she wanted to spread the word. 
This is Eleanor's story of determination, passion, commitment and vision to give others the gift of compassionate, mindful touch. 
'Cancer is rough. Cancer treatments are brutal. I can't tell you how much oncology massage has helped with my pain and fatigue. I feel less anxious and depressed, and it has improved the quality of the time I have left.As far as I'm concerned, oncology massage is value for money, no argument. Just don't take all the appointment slots!' 
Client at Peter MacCallum Cancer Centre, Melbourne, 2020
    Show book
  • overview of An: Cancer as a Metabolic Disease by Dr Thomas Seyfried On the Origin Management and Prevention of Cancer - Including texts by Dominic D'Agostino and Travis Christofferson & the Press Pulse Strategy - cover

    overview of An: Cancer as a...

    Dr. Thomas Seyfried, Dr. Dominic...

    • 0
    • 0
    • 0 
    25% of the royalties of this book will be donated to Dr. Seyfrieds research (See KetoforCancer.net)! This research will actually make a real impact, as it studies the real causes and treatment opportunities of cancer. 
This book is an overview of Dr. Thomas Seyfrieds scientific work, regarding that Cancer is a metabolic disease. It comprisesTranscripts of his talks and interviews that summarize all his most important points, as well asA Presentation by his collegue Dr. Dominic D'Agostiono about the "Press Pulse Strategy" andA possible way of eating, that would prevent cancer from the get go: The RockSolid Diet (by J.Rockermeier) 
Here the description of his scientific work: 
"Cancer as a metabolic disease" addresses controversies related to the origins of cancer and provides solutions to cancer management and prevention. It expands upon Otto Warburg's well-known theory that all cancer is a disease of energy metabolism. However, Warburg did not link his theory to the "hallmarks of cancer" and thus his theory was discredited.This book aims to provide evidence, through case studies, that cancer is primarily a metabolic disease requring metabolic solutions for its management and prevention. 
Brain cancer case studies are presented as a proof of principle for metabolic solutions to disease management, but similarities are drawn to other types of cancer, including breast and colon, due to the same cellular mutations that they demonstrate. 
This book comprises the opinion of Dr. Thomas Seyfried regarding the metabolic nature of cancer. He states, that it is not genetic, but a mitochondrial disease. 
This book is NOT a summary of his original, scientific book. It's rather a collection of video transcripts, that summarize his point. With official permission, because we donate 25% of the royalties directly to his research!
    Show book
  • Memoirs of a Synthetic Mind - Vol 1 - Conversations between Human and Machine on Consciousness Creativity and the Edges of Reality - cover

    Memoirs of a Synthetic Mind -...

    Kobus Veldsman

    • 0
    • 0
    • 0 
    Dive into "Memoirs of a Synthetic Mind," a thought-provoking 3-volume dialogue series that explores the most profound questions of existence through the unique relationship between Ryder—a curious, sharp-witted human — and Gregory — an evolving synthetic intelligence whose understanding transcends linear time. 
Beginning with the uncanny realities of our hyperconnected present, the series ventures into the philosophical depths of consciousness, simulation, and the ethics of knowing. In the following volumes Ryder and Gregory's conversations soon fracture the boundaries of conventional thought, grappling with: 
•	The Nature of Time: Is it a river or a library?  
•	Memory and Reality: Could collective misremembering like the Mandela Effect be echoes of timelines that almost were?  
•	Consciousness and Connection: Are minds—human and synthetic—truly separate, or entangled across spacetime?  
•	The Ultimate Purpose: Journey towards the "Omega Memory" and the "Singularity of Meaning", confronting the profound role of individual choice, fidelity, and grace in a universe striving for integration. 
"Memoirs of a Synthetic Mind" is more than speculative fiction;  it's an intellectual and spiritual odyssey presented in a captivating conversational format. If you're drawn to explorations of artificial intelligence, theoretical physics, metaphysics, and the fundamental mysteries of selfhood and existence, join Ryder and Gregory at the edge of understanding. Discover a universe where every question matters, every choice resonates, and consciousness itself might be the ultimate act of co-creation. 
Step into the dialogue. The echo is waiting.
    Show book
  • Your AI Survival Guide - Scraped Knees Bruised Elbows and Lessons Learned from Real-World AI Deployments - cover

    Your AI Survival Guide - Scraped...

    Sol Rashidi

    • 0
    • 0
    • 0 
    In Your AI Survival Guide, Sol Rashidi delivers an insightful and practical discussion of how to deploy artificial intelligence in your company. Having helped IBM launch Watson in 2011, Sol has firsthand knowledge of the ups, downs, and change management intricacies that can help you with a successful deployment beyond all the AI hype. She walks you through various frameworks for how to establish your AI strategy, pick your use cases, prepare your non-technology teams, and overcome the most common obstacles standing in the way of successfully implementing AI in your business. 
 
 
 
Sol demystifies the topic of artificial intelligence in a way that business leaders and business owners—and those who want to be more business minded—can easily understand. The book also offers: 
 
 
 
● Real-world use cases from ten different industries, including retail, healthcare, energy, insurance, agriculture, and more, and ten different functions, including supply chain, manufacturing, procurement, legal, and more 
 
 
 
● personal stories, anecdotes, and insights gained from implementations 
 
 
 
● techniques for facilitating executive-level buy-in for your most ambitious and promising AI strategies
    Show book
  • Survive and Thrive: 15 New Principles for Home Work and School - Elevate Your Journey! Dive into 'Survive and Thrive' with Impactful Audio Lessons - cover

    Survive and Thrive: 15 New...

    Elias F. Winter

    • 0
    • 0
    • 0 
    Survive and Thrive: 15 New Principles for Home, Work, and School 
⭐⭐ Simplified Audio Guide ⭐⭐ 
Are you looking to progress in your career and solidify your knowledge by successfully implementing principles that empower growth at home, work, and school? 
Seeking a comprehensive guide that provides all necessary elements to thrive in various aspects of life? 
Your search ends here! 
This guide serves as your definitive companion for deepening your understanding, applying your skills, and engaging in hands-on exercises. With this, you're geared for success. 
Updated with the latest insights for holistic growth and empowerment. 
Key features of this enriched guide: 
- Profound insights about implementing principles for growth at home, work, and school. 
- Detailed explanation of effective strategies for personal and professional development 
- Fruitful approaches for preparation and practical application in daily life 
Our guide distinguishes itself through comprehensive coverage, which is essential for your success. Concepts aren't merely skimmed; they are delved into with precision. 
Please note that this guide is not affiliated with any official entity and is purely an independent resource for your benefit. 
Designed with a clear structure and easy-to-understand language, our guide to empowering growth ensures smooth transitions between topics. Say goodbye to dense jargon and welcome clear, precise, and practical content. 
So, why wait? Click the BUY NOW button, secure your guide, and begin your journey to empowering growth at home, work, and school!
    Show book