“…Adequa­do para leitores sem experiência prévia em programação, R para Data Science foi projetado para que você comece a fazer ciência de dados o mais rápido possível. …”

“…Develop, deploy, and streamline your data science projects with the most popular end-to-end platform, Anaconda About This Book Use Anaconda to find solutions for clustering, classification, and linear regression Analyze your data efficiently with the most powerful data science stack Use the Anaconda cloud to store, share, and discover projects and libraries Who This Book Is For Hands-On Data Science with Anaconda is for you if you are a developer who is looking for the best tools in the market to perform data science. …”

Tabla de Contenidos: “…Intro -- Table of Contents -- About the Authors -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Chapter 1: Introduction to Data Science -- Importance of Data Types in Data Science -- Data Science: An Overview -- Data Requirements -- Data Acquisition -- Data Preparation -- Data Processing -- Data Cleaning -- Duplicates -- Human or Machine Errors -- Missing Values -- Outliers -- Transforming the Data -- Data Visualization -- Data Analysis -- Modeling and Algorithms -- Report Generation/Decision-Making -- Recent Trends in Data Science -- Automation in Data Science -- Artificial Intelligence-Based Data Analyst -- Cloud Computing -- Edge Computing -- Natural Language Processing -- Why Data Science on the Raspberry Pi? …”

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“…We will make use of the Data Science Toolbox, which is a free, open-source virtual environment that allows everybody to get started with data science in minutes. …”

Materias: “…Data structures (Computer science)…”

“…Updated for 2021, this edition includes brand new content on XGBoost, SHAP values, algorithmic fairness, and the ethical concerns of deploying a model in the real world.By the end of this data science book, you'll have the skills, understanding, and confidence to build your own machine learning models and gain insights from real data.What you will learnLoad, explore, and process data using the pandas Python packageUse Matplotlib to create compelling data visualizationsImplement predictive machine learning models with scikit-learnUse lasso and ridge regression to reduce model overfittingEvaluate random forest and logistic regression model performanceDeliver business insights by presenting clear, convincing conclusionsWho this book is forData Science Projects with Python - Second Edition is for anyone who wants to get started with data science and machine learning. …”

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“…Assess the need for a data science team: Advantages, disadvantages, and how big should it be? …”

Tabla de Contenidos: “…Introduction to Learning Science -- Chapter 2. From Neural to Useful -- Chapter 3. …”

Tabla de Contenidos: “…Cover -- Title -- Copyright -- Contents -- Preface -- About the Author -- 1 Materials for Engineering -- 1.1 The Material World -- 1.2 Materials Science and Engineering -- 1.3 Six Materials That Changed Your World -- STEEL BRIDGES-INTRODUCING METALS -- LUCALOX LAMPS-INTRODUCING CERAMICS -- OPTICAL FIBERS-INTRODUCING GLASSES -- NYLON PARACHUTES-INTRODUCING POLYMERS -- KEVLAR®-REINFORCED TIRES-INTRODUCING COMPOSITES -- SILICON CHIPS-INTRODUCING SEMICONDUCTORS -- 1.4 Processing and Selecting Materials -- 1.5 Looking at Materials by Powers of Ten -- PART I The Fundamentals -- 2 Atomic Bonding -- 2.1 A tomic Structure -- 2.2 The Ionic Bond -- COORDINATION NUMBER -- 2.3 The Covalent Bond -- 2.4 The Metallic Bond -- 2.5 The Secondary, or van der Waals, Bond -- 2.6 Materials-The Bonding Classification -- 3 Crystalline Structure-Perfection -- 3.1 Seven Systems and Fourteen Lattices -- 3.2 Metal Structures -- 3.3 Ceramic Structures -- 3.4 Polymeric Structures -- 3.5 Semiconductor Structures -- 3.6 Lattice Positions, Directions, and Planes -- 3.7 X-Ray Diffraction -- 4 Crystal Defects and Noncrystalline Structure-Imperfection -- 4.1 The Solid Solution-Chemical Imperfection -- 4.2 Point Defects-Zero-Dimensional Imperfections -- 4.3 Linear Defects, or Dislocations-One-Dimensional Imperfections -- 4.4 Planar Defects-Two-Dimensional Imperfections -- 4.5 Noncrystalline Solids-Three-Dimensional Imperfections -- 5 Diffusion -- 5.1 Thermally Activated Processes -- 5.2 Thermal Production of Point Defects -- 5.3 Point Defects and Solid-State Diffusion -- 5.4 Steady-State Diffusion -- 5.5 Alternate Diffusion Paths -- 6 Mechanical Behavior -- 6.1 Stress Versus Strain -- METALS -- CERAMICS AND GLASSES -- POLYMERS -- 6.2 Elastic Deformation -- 6.3 Plastic Deformation -- 6.4 Hardness -- 6.5 Creep and Stress Relaxation -- 6.6 Viscoelastic Deformation -- INORGANIC GLASSES…”

“…Journal of engineering and applied science (Online)…”

“…Learn to effectively manage data and execute data science projects from start to finish using PythonKey FeaturesUnderstand and utilize data science tools in Python, such as specialized machine learning algorithms and statistical modelingBuild a strong data science foundation with the best data science tools available in PythonAdd value to yourself, your organization, and society by extracting actionable insights from raw dataBook DescriptionPractical Data Science with Python teaches you core data science concepts, with real-world and realistic examples, and strengthens your grip on the basic as well as advanced principles of data preparation and storage, statistics, probability theory, machine learning, and Python programming, helping you build a solid foundation to gain proficiency in data science.The book starts with an overview of basic Python skills and then introduces foundational data science techniques, followed by a thorough explanation of the Python code needed to execute the techniques. …”

Tabla de Contenidos: “…The special characteristics and the prospect forecast of cheerleadingThe influence of physical exercise on the 3-4 grade students' Self-Control Ability; Analysis of the feasibility of physical education intervention in youth network addiction; Research on the value of human movement science in sports practice in university; Study of social sports specialty entrepreneurial talents cultivation; The training of the university students' lifelong sports consciousness, hobbies and abilities; Social sports specialty talents training ski instruction of school enterprise cooperation…”

Materias: “…Social Sciences…”

Tabla de Contenidos: “…Front Cover; Advances in Silk Science and Technology; Copyright; Contents; List of contributors; Woodhead Publishing Series in Textiles; Preface; Part One: Processing and properties of silk from silkworms and spiders; Chapter 1: Advances in understanding the properties of silk; 1.1. …”

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