Kulkarni r v (46 Ergebnisse)

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Paperback. Zustand: New. This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing. It begins with the fundamentals of time series forecasting using statistical modeling methods like AR (autoregressive), MA (moving-average), ARMA (autoregressive moving-average), and ARIMA (autoregressive  integrated moving-average). Next, you'll learn univariate and multivariate modeling using different open-sourced packages like Fbprohet, stats model, and sklearn. You'll also gain insight into classic machine learning-based regression models like randomForest, Xgboost, and LightGBM for forecasting problems. The book concludes by demonstrating the implementation of deep learning models (LSTMs and ANN) for time series forecasting. Each chapter includes several code examples and illustrations. After finishing this book,you will have a foundational understanding of various concepts relating to time series and its implementation in Python. What You Will LearnImplement various techniques in time series analysis using Python.Utilize statistical modeling methods such as AR (autoregressive), MA (moving-average),  ARMA (autoregressive moving-average) and ARIMA (autoregressive  integrated moving-average) for time series forecasting Understand univariate and multivariate modeling for time series forecastingForecast using machine learning and deep learning techniques such as GBM and LSTM (long short-term memory) Who This Book Is ForData Scientists, Machine Learning Engineers, and software developers interested in time series analysis.…

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Hardcover. Zustand: New. Wetlands are transitional areas between aquatic and terrestrial ecosystems where the water table is usually at or near the surface, or the land is covered by shallow water. Wetlands are among the most productive life support systems in the world and are of immense socio-economic and ecological importance to mankind. In India wetlands are distributed in different geographical regions. Wetlands play critical role in the improvement of water quality through the arrest of pollutants (organic inorganic) from direct release to the natural water bodies and by removal of sediments, production of oxygen, recycling of nutrients, and treatment of wastewater by removing nitrogen, phosphorus, bacteria and viruses. The wetlands act as habitat for fish shellfish, and for birds, mammals, reptiles amphibians, many of which are of economic value in terms of subsistence and commercial fishing, hunting and trapping. Non-consumptive uses of the wetlands, viz. bird watching, recreation, aesthetics, educational activities, and scientific research are also well recognized. Population pressures in the past few decades led to rapid utilization of natural resources for land based development. In this process wetlands were treated with contempt. Ignoring their importance, wetlands were considered obstacles in the path of progress and reservoirs of diseases. Wetlands were hence drained, filled and reclaimed for more economic gains. The rivers were dammed, regulated and channellized leading to modification or elimination of floodplains. This led to a considerable alteration of wetland habitats and the composition of associated flora and fauna. A select list of activities that affected wetlands is presented in Table - 1. In the recent past importance of wetlands has been realized by the policy makers worldover and efforts are being made to protect the wetlands from further deterioration and loss. Environmental Impact Assessment (EIA) is potentially one of the most valuable, inter-disciplinary and objective decision-making tools with respect to alternate routes for development, process technologies and project sites. It is an anticipatory mechanism which establishes quantitative values for parameters indicating the quality of the environment and natural systems before, during and after the proposed developmental activity, thus allowing measures ensuring environmental compatibility and economic efficacy. EIA is designed to present a clear and concise picture of all benefits and costs associated with alternative courses of action, and thus provides a mechanism for merging concerns for ecology and economics in the process of decision-making. In many cases developmental activities adversely affect wetland benefits which are of value to communities and natural processes. EIA can provide very useful information on how wetlands will be affected by the proposed developmental activities to ensure effective management of wetlands. EIA can help planners make rational decisions about resource allocation and ensure that the wetland benefits required for sustainable development are maintained. The objective of this manual is to assist project proponents, conservation activists and decision makers to identify the wetland benefits present at a particular site as also benefits which are likely to be adversely affected by a particular project activity. This would enable assessing the extent and cost of the management plan required to mitigate these impacts. With the backdrop of international conventions for wetland protection and initiatives of the Ministry of Environment and Forests, Government of India, manual delineates step by step procedure for EIA of developmental activities affecting wetland benefits. Worksheets that could enable preparation of case studies are included in the manual. Four casestudies prepared by the institutions that participated in the March 1995 workshop organized by the British Council, at Calcutta, have been included in the manual.…

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Hardcover. Zustand: New. Contents: Preface. I. Introduction: 1. Concept of EIA. 2., Hierachy in EIA. 3. Major issues in EIA. 4. Scope for use of computers in EIA. 5. Scope of current research. II. Literature review: 1. Evolution of EIA worldwide. 2. Evolution of EIA in India. 3. Classification of environmental impacts. 4. Project screening. 5. Methodology of site selection. 6. EIA methodologies. 7. Computer aided EIA. 8. Impact quantification techniques. 9. Mathematical models for EIA. 10. Indicators of biological and socio-economic environment. 11. Environmental indices. 12. Enlarged scope of EIA of industrial projects. 13. Conclusion. EIA-Aid : a software package for computer aided EIA: 1. Package organization. 2. Screening of projects. 3. Ranking of site alternatives. 4. Impact identification. 5. Prediction of impacts. 6. Impact evaluation. 7. Sensitivity analysis in impact evaluation. 8. Design of green belt. IV. Discussions and conclusions.…

Paperback. Zustand: New. This collection features five peer-reviewed reviews on managing bacterial diseases of poultry.The first chapter provides a brief overview of Campylobacter in poultry production and the routes of transmission from bird to human. It considers current and future challenges in controlling Campylobacter, as well as the control measures implemented to reduce the occurrence of infection in poultry flocks. The second chapter discusses economically-important enteric diseases and disorders of poultry. The chapter highlights the aetiology of these diseases and explores more sustainable alternatives to promote gastrointestinal health, such as plant-derived extracts, organic acids, prebiotics and probiotics.The third chapter provides an overview of best practices to manage disease outbreaks in poultry. It reviews current disease preventative measures, health monitoring procedures, as well as disease investigation techniques. The fourth chapter reviews the emergence and re-emergence of several infectious pathogens in poultry production and the consequent need to improve current biosecurity measures in poultry flocks to ensure optimal animal health and welfare. The final chapter considers the main alternatives to antibiotics in preventing zoonoses and other major pathogens in poultry. The chapter reviews the sector's use of prebiotics and related compounds, as well as the beneficial effects of their use.…

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Paperback. Zustand: New. This collection features five peer-reviewed reviews on managing bacterial diseases of poultry.The first chapter provides a brief overview of Campylobacter in poultry production and the routes of transmission from bird to human. It considers current and future challenges in controlling Campylobacter, as well as the control measures implemented to reduce the occurrence of infection in poultry flocks. The second chapter discusses economically-important enteric diseases and disorders of poultry. The chapter highlights the aetiology of these diseases and explores more sustainable alternatives to promote gastrointestinal health, such as plant-derived extracts, organic acids, prebiotics and probiotics.The third chapter provides an overview of best practices to manage disease outbreaks in poultry. It reviews current disease preventative measures, health monitoring procedures, as well as disease investigation techniques. The fourth chapter reviews the emergence and re-emergence of several infectious pathogens in poultry production and the consequent need to improve current biosecurity measures in poultry flocks to ensure optimal animal health and welfare. The final chapter considers the main alternatives to antibiotics in preventing zoonoses and other major pathogens in poultry. The chapter reviews the sector's use of prebiotics and related compounds, as well as the beneficial effects of their use.…

Hardcover. Zustand: New. Contents: 1. Regional Disparity in India: An Analysis of Special and Non-Special Category States/Akshay Dhume and Lalitagauri Kulkarni. 2. Does Decentralisation Promote Balanced Regional Development?: Evidence from Karnataka/M. Devendra Babu, D. Rajasekhar and R. Manjula. 3. Regional Imbalances in Karnataka Revisited: Reflections on Financing for a Balanced Regional Development/Vinod B. Annigeri and S.V. Hanagodimath. 4. Sustainable Human Development: At Taluka Level in Karnataka/Ashwath Naik and S.T. Bagalkoti. 5. Inter-District Regional Income Disparity in Karnataka: Emerging Issues/Shankaranand G. and R.R. Biradar. 6. Regional Inequalities: Are these Asymptotic?/R.S. Deshpande and Shiddalingaswami V. Hanagodimath. 7. Inter-Taluka Disparities in Development: The Case of Davanagere District/N. Sivanna. 8. Rural Non-Agricultural Employment in Karnataka: An Analysis of Regional Variation and Contributing Factors/R.R. Biradar. 9. Disparity in Rural Sanitation in Karnataka: Status and Challenges/Arunkumar R. Kulkarni and Narayan Billava. It is quite evident that both policy makers and researchers have recognized the importance of balanced regional development for bringing better fruits of development to the doorsteps of the community at large. Problems of regional disparities in India can be attributed at the outset to our colonial past. However, even in the planned development era, one can witness unbalanced regional development in the present day context as well. As India is a federation, it is likely to experience certain drawbacks of a federal system. Any federation is likely to experience both vertical as well as horizontal imbalance as far as the flow of resources to the federating units is concerned. The present volume examines regional imbalances in India. The papers also highlight the causes and come out with possible way forward for reducing regional imbalances. …

Hardbound. Zustand: As New. New. Contents 1. Introduction. 2. University system. 3. Objectives and methodology. 4. MIS in university administration. 5. Designing the data structure. 6. Screens and reports. 7. Implementation and cost benefit analysis. 8. Suggested network hardware and software requirements for MIS in university campus. 9. Conclusions and suggestions. Bibliography. Index. The book is designed to understand university administration. It also explains design and development of Management Information System (MIS) for university administration. After considering the organizational structure and flow of information with in the university and its affiliated colleges a model of MIS has been designed. Considering less manpower and due to globalization competition from foreign universities in India use of IT tools in university administration is becoming priority task for all universities. This explains how management information system is more suitable for university administration for day to day management of its various activities and to achieve its common goals in stipulated time. The authors have studied all the areas of working of university administration and also prove via comparison with manual working of same job and after computerization of same activity. 276 pp.…

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