Altri libri che potrebbero interessarti

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  Data Preprocessing - Enhancing...

  Daniel Garfield

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  "Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing" 
  Data preprocessing lays the foundation for successful data analysis, enabling us to extract valuable insights and make informed decisions. In this comprehensive guide, "Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing," you will embark on a journey through the intricacies of data preprocessing and discover the essential techniques that enhance data quality and usability. 
  Written for both beginners and experienced data analysts, this book dives into the crucial steps of data preprocessing, unraveling the challenges and intricacies of working with raw data. You'll learn how to tackle common issues such as missing data, outliers, duplication, and redundancy, ensuring your datasets are cleansed and ready for analysis. 
  "Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing" is your essential guide to mastering the art of data preprocessing. Equip yourself with the knowledge and tools to preprocess data effectively, ensuring your analyses yield accurate and meaningful insights. Prepare to embark on a transformative journey that will enhance your data analysis skills and elevate your decision-making capabilities in the data-driven era. 
   

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  Trackpad iPro Ver 40 Class 4

  Team Orange

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  Computer Science Textbook Designed for Joyful Learning 
  
  KEY FEATURES 
  - National Education Policy 2020 
  - Find on Google: This section asks a quick question from the present world. 
  - Pure Fact: This presents a 100% pure fact with a numerical data. 
  - Video Based Question: This is an interactive question to be attempted after watching a small video accessible on the QR Code. 
  - Coding Zone: This presents a quick insight into coding concepts. 
  - Career Here: This section indicates the possible career aspects on pursuing similar topics. 
  
  DESCRIPTION 
  Computers have become an integral part of our education system. Computer Science is now not limited to just teaching definitions and commands. Instead, it helps the learners to understand and appreciate the varied uses of computers and its vast applications. 
  Trackpad iPRO (Ver. 4.0) series based on Windows 10 and MS Office 2019 is comprehensively designed as per the new ICSE syllabus. We believe computer education is a hands-on subject and too much of bookish knowledge can take away the pleasure of learning. All these points have been kept in mind while designing this book and to produce the content that is not only appealing but also challenging to the students. 
  
  The topics in the book have been hand picked after extensive research by a team of experts on the subject based on the utility, interest, skill, and basic and trending applications in the global market. We have designed the lessons in such a way that they can be well integrated with other subjects. Step by step approach will make it simple and easy for our students to grasp the concepts. Relevance of the topics was of prime importance throughout the compilation of the book. 
  
  
  Learning is done best when it’s fun-filled and activity-based. To ensure that the content intrigues the students at all times and keeps them interested throughout the course of the book, we have included interesting key features like Student Corner, Tech Funda, Clickipedia, Comp Caution, Reboot, One Touch Learn, Let’s Do It, Crack The Code, Hands-On, Fun In Lab, Teacher’s Corner, Worksheet, Test Sheet, Project, Speech Drill, Supplement Pages and Glossary. 
  
  These features will ensure better learning, assessment, and evaluation and enable children to take their knowledge beyond the classroom. 
  
  Sample questions of Orange Global Olympiad (Cyber) have been included to promote awareness about the national level competition. 
  
  We hope that the book contributes to the progressive development of computer aided education system and prepares our students for all upcoming challenges. We want the children to learn the concepts not only for the purpose of gaining knowledge but also to be able to find their applications. This will enable them to enrich the quality of their lives as well as others’. 
  
  WHAT WILL YOU LEARN 
  You will learn about: 
  - Fundamentals of computers 
  - ICT Tools 
  - Computational Thinking 
  - Coding and Artificial Intelligence 
  - Tux Paint 
  - Touch Typing 
  
  WHO THIS BOOK IS FOR 
  Grade - 4 
  
  TABLE OF CONTENTS 
  1. Computers—Storage and Memory Device 
  2. GUI Operating System—Desktop Management 
  3. Editing in Word 2019 
  4. Formatting in Word 2019 
  5. The Internet—Web Browser 
  6. Introduction to PowerPoint 2019 
  7. Stepwise Thinking 
  8. Features of File Management 
  Project 
  Explore More (Managing Files and Folders) 
  The CT Corner! (Visual Processing) 
  The AI Corner! (History of Robots) 
  OGO Cyber Sample Questions 
  Glossary

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  Time Series Databases - A...

  SAM CAMPBELL

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  "Time Series Databases: A Practical Guide to Storing, Analyzing, and Visualizing Time-Stamped Data" is the definitive guide to understanding and utilizing time series databases for anyone looking to harness the power of time-stamped data. This comprehensive book is designed for data scientists, engineers, and analysts who are diving into time series data analysis for the first time or looking to expand their knowledge of time series database management. 
  Time series data, characterized by its sequential nature and timestamped entries, is critical in various domains such as financial markets, internet of things (IoT) applications, environmental monitoring, and more. This book begins with a foundational introduction to time series data, exploring its importance, characteristics, and the unique challenges it presents in storage, analysis, and visualization. 
  "Time Series Databases: A Practical Guide to Storing, Analyzing, and Visualizing Time-Stamped Data" is packed with practical examples, code snippets, and exercises to apply what you've learned. Whether you're monitoring environmental sensors, analyzing financial market trends, or tracking user activity on a website, this book will equip you with the knowledge and tools needed to leverage time series databases effectively. 
  By the end of this book, readers will have a solid understanding of time series databases and be well-equipped to tackle the unique challenges of time-stamped data, from efficient storage and analysis to insightful visualization and forecasting. 
   

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  Ballistic - The New Science of...

  Henry Abbott

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  Blending cutting-edge science with gripping storytelling, award-winning data journalist and competitive amateur athlete Henry Abbott reveals that we are on the cusp of a new era in sports medicine, built around the science of ballistic movements—leaping and landing—and the unique fingerprint of your body's physics. 
   
   
   
  Abbott's inspiring narrative tells the story of sports scientist Dr. Marcus Elliott and the Peak Performance Project (P3), who use technology to study how athletes move and why they get hurt. Applying machine learning and lessons from biomechanics, medicine, and physiology, doctors at P3 can now detect elevated risk of an ACL tear or a pulled hamstring like an echocardiogram can see warning signs of a heart attack. 
   
   
   
  Through riveting stories of elite athletes overcoming injuries and pushing themselves to the limit, Abbott presents an evidence-based case for intervening early to protect our bodies. And he suggests that we can all harness the science of ballistic movement not just to run fast or jump high but to move with joy and lead fulfilling athletic lives.

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  The System of the World

  Isaac Newton

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  "One law to rule the stars, the tides, and the falling apple."
  
  In The System of the World, Isaac Newton takes his rigorous mathematical proofs and applies them to the vast canvas of the cosmos. This is the work where the abstract becomes tangible. Newton explains with startling clarity how the same force that pulls an object to the ground keeps the Moon in its orbit and the planets in their dance around the Sun. He demystifies the movement of comets, the bulging of the Earth at its equator, and the rhythmic pulling of the tides. It is a foundational text of the Scientific Revolution, representing the moment humanity finally grasped the invisible threads that hold the physical world together.
  
  The Unity of the Heavens and Earth: Before Newton, many believed the laws of Earth and the laws of the Heavens were entirely separate. The System of the World shatters this divide. Newton's "Universal Law of Gravitation" proves that the universe is a unified system, predictable and governed by elegant, unchanging laws.
  
  A Blueprint for Modern Astronomy: Newton uses this work to calculate the masses of planets and explain the perturbations in their orbits. His insights into the "Great Comet of 1680" proved that even these seemingly chaotic visitors follow the same elliptical paths as the planets, bringing order to the last frontier of the night sky.
  
  Why It Is a Scientific Landmark: The System of the World is more than a physics book; it is the birth of the modern world. It moved humanity away from superstition and toward a universe that could be measured, understood, and explored. It is essential reading for anyone who wants to understand the origins of the mechanical age and the leap in logic that allowed us to eventually reach the stars.
  
  Witness the logic of the cosmos. Purchase "The System of the World" today.

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  Global Disasters - The...

  Marcus Klein

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  The world is increasingly vulnerable to a wide array of disasters, both natural and man-made, that threaten our lives, economies, and ecosystems. These crises, which range from catastrophic earthquakes to the far-reaching impacts of climate change, have become more frequent, intense, and interconnected. While the planet has always been subject to the forces of nature, human activity has amplified many of these events, while also introducing new, unprecedented risks. Natural disasters, like hurricanes, wildfires, and floods, have become an inevitable part of the global landscape, but they are now exacerbated by the ongoing environmental degradation we’ve caused. Likewise, man-made calamities, from industrial accidents to nuclear disasters, have demonstrated how human innovation can have disastrous consequences when not properly managed. 
    
  The interwoven nature of these crises has led to a compounded sense of urgency. Events like pandemics, which have a devastating impact on public health, can be worsened by the social and economic disarray that follows a natural or political disaster. The global interconnectivity in the age of globalization means that no disaster remains confined to one region; effects ripple across borders, affecting distant countries and societies. With climate change creating new uncertainties, the boundaries between natural and man-made disasters are becoming increasingly blurred. Rising temperatures contribute to more severe weather events, droughts, and wildfires, while deforestation, industrial pollution, and resource depletion are accelerating these destructive trends.

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