Tabla de Contenidos: “…7.5.1.2 Image Pre-processing -- 7.5.1.3 Image Segmentation -- 7.5.1.4 Extracting Features -- 7.5.1.5 Classification -- 7.5.2 Map Generation Technique -- 7.6 Applications of Agro Drones in Precision Agriculture -- 7.6.1 Weed Mapping and Management -- 7.6.2 Monitoring the Growth of the Vegetation and Estimating the Yield -- 7.6.3 Disease Detection and Monitoring of Vegetation -- 7.6.4 Irrigation Management -- 7.6.5 Corps Spraying -- 7.6.6 Crop Scouting [45] -- 7.6.7 Irrigation Monitoring and Inspection -- 7.6.8 Pesticide Spraying -- 7.7 Challenges to Implementing Precision Agriculture Using Agro Drones -- 7.8 Benefits of Drones in Agriculture -- 7.8.1 Safety -- 7.8.2 Time Saving -- 7.8.3 Wastage Reduction -- 7.8.4 Water Conservation -- 7.8.5 Cost Saving -- 7.8.6 User-Friendly -- 7.8.7 Improves Productivity -- 7.8.8 Pollution Reduction -- 7.8.9 Employment Opportunities -- 7.9 Conclusion -- References -- 8. …”

Tabla de Contenidos: “…Front Cover -- Cognitive Science, Computational Intelligence, and Data Analytics -- Copyright Page -- Contents -- Foreword -- Overview of the book -- 1 Foundation of analytics -- Abbreviations -- 1.1 Introduction -- 1.2 Concepts of analytics -- 1.2.1 Descriptive analytics -- 1.2.1.1 Five steps in descriptive analytics -- 1.2.1.1.1 State business metrics -- 1.2.1.1.2 Identify data required -- 1.2.1.1.3 Extract and prepare data -- 1.2.1.1.4 Analyze data -- 1.2.1.1.5 Present data -- 1.2.1.2 Use case of descriptive analytics -- 1.2.1.3 Advantages of descriptive analytics -- 1.2.1.4 Disadvantages of descriptive analytics -- 1.2.2 Diagnostic analytics -- 1.2.2.1 Use case of diagnostic analytics -- 1.2.2.2 Advantages of diagnostic analytics -- 1.2.2.3 Disadvantages of diagnostic analytics -- 1.2.3 Predictive analytics -- 1.2.3.1 Use cases of predictive analytics -- 1.2.3.2 Advantages of predictive analytics -- 1.2.3.3 Disadvantages of predictive analytics -- 1.2.4 Prescriptive analytics -- 1.2.4.1 Use case of prescriptive analytics -- 1.2.4.2 Advantages of prescriptive analytics -- 1.2.4.3 Disadvantages of prescriptive analytics -- 1.3 Emerging areas of analytics -- 1.3.1 Data analysis -- 1.3.1.1 Process of data analysis -- 1.3.2 Business analytics -- 1.3.2.1 Common component of business analytics -- 1.3.3 Web analytics and web scrapping -- 1.3.3.1 Use case of web analytics -- 1.3.4 Big data analysis -- 1.3.4.1 Key big data analytics technologies and tools -- 1.3.4.2 Use case of big data analysis -- 1.3.4.3 Advantages of big data analysis -- 1.3.4.4 Disadvantages of big data analysis -- 1.4 Value chain analysis -- 1.4.1 Component of value chain analysis -- 1.4.2 How to conduct value chain analysis? …”

“…This book helps you to learn how to extract, transform, and orchestrate massive amounts of data to develop robust data pipelines. …”

“…The focus is on the application of transformer models but he also goes through the pre-processing steps to extract good quality natural language text…”

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