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Table of Contents: “... the Perspective of Aesthetics -- A Study on Random Differentiation Methods for Homework Based on Fuzzy Test -- Data Analysis on Characteristics and Current Situation of Faculty Teaching Development in Newly-established Undergraduate Universities -- Exploration of Rose...”

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Table of Contents: “...1. Python and Data Science -- 2. Basic Python Programming for Data Science -- 3. Advanced Python Programming for Data Science -- 4. Data preprocessing and wrangling -- 5. Data analysis algorithms and models....”

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Table of Contents: “... and Data Understanding Step? -- The World of the Business Data Analyst -- How Does Data Analysis Relate to Business Decision-Making? -- How Do We Frame Analytical Questions? -- What Are the Characteristics of Well-framed Analytical Questions? -- Exercise 3.1...”

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Table of Contents: “... Data Analysis -- Research and Design of Soft Switch Technology in New Energy Vehicle Wireless Charging System -- High Dimensional Data Visualization Analysis Based on Unsupervised Laplacian Score....”

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Table of Contents: “... Architectures for Object Detection and Tracking: A Review -- Chapter 13. Smart Vision of IOT: Semantic approach of Data Analysis and Data Analytics in Agriculture 4.0 -- Chapter 14. Hybrid Boost Converter Integrated Seven Level MLI fed PMSM Drive with Closed loop...”

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Table of Contents: “.... Ecuador's case study -- Image processing method to estimate water quality parameter -- Use of the Student Engagement as a strategy to optimize online education, applying a supervised machine learning model using facial recognition -- Crime Data Analysis Using...”

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Table of Contents: “..., knowledge resources and international competitiveness -- Exploring the Context with Factors of Cloud Computing to Digital Transformation and Innovation -- The Success of Business Transformation and Knowledge Management -- Data Analysis and Science -- Dealing...”

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Table of Contents: “... Differential Privacy Protection Model Based on Big Data Analysis -- Decentralized Collaborative Filtering Algorithm with Privacy Preserving for Recommendation in Mobile Edge Computing -- Encryption Proxies in a Confidential Computing Environment -- FedTA:Locally...”

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Table of Contents: “... VRF System -- 9. Field Test and Evaluation of Variable Refrigerant Flow (VRF) System -- 10. Variable Refrigerant Flow (VRF) System Field Test and Data Analysis Methodologies....”

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Table of Contents: “... of new generation Information Technology Specialty Cluster for Application-oriented Universities -- A Study on Behavioral Engagement of College English Learners in Blended Teaching Model -- Data Analysis of Online Judge System-Based Teaching Model -- Design...”

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Table of Contents: “...Language Resources -- Language Technologies -- Speech Technologies -- Multimodal data analysis -- Fake News Detection in Low-Resource Languages (Regional-Fake) -- Low Resource Cross-Domain, Cross-Lingualand Cross-Modal Offensie Content Analysis (LC4)....”

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Table of Contents: “...Front Cover -- Half-Title Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- Chapter 1: Working with Data -- Import Statements for this Chapter -- Exploratory Data Analysis (EDA) -- Dealing with Data: What Can Go Wrong...”

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