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Introduction to Data Science and Machine Learning has been created with the goal to provide beginners seeking to learn about data science, data enthusiasts, and experienced data professionals with a deep understanding of data science application development using open-source programming from start to finish. This book is divided into four sections: the first section contains an introduction to the book, the second covers the field of data science, software development, and open-source based embedded hardware; the third section covers algorithms that are the decision engines for data science applications; and the final section brings together the concepts shared in the first three sections and provides several examples of data science applications.
This book is intended to gather recent studies on particle swarm optimization (PSO). In this book, readers can find the recent theoretical developments and applications on PSO algorithm. From the theoretical aspect, PSO has preserved its popularity because of the fast convergence rate, and a lot of hybrid algorithms have recently been developed in order to increase the performance of the algorithm. At the same time, PSO has also been used to solve different kinds of engineering optimization problems. In this book, a reader can find engineering applications of PSO, such as environmental economic dispatch and grid computing.
This volume constitutes the refereed proceedings of the Third International Conference on Computational Intelligence, Security and Internet of Things, ICCISIoT 2020, held in Agartala, India, in December 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full papers and 4 short papers were carefully reviewed and selected from 113 submissions. The papers are organised according to the following topics: computational intelligence, security, and internet of things.
Marketing, more than any other business activities deals with customers. Although there are a number of detailed definitions of marketing perhaps the simplest definition of marketing is managing profitable customer relationship.
This book gathers selected papers presented at the 2019 International Conference on Integrated Science in Digital Age (ICIS 2019), which was jointly supported by the Institute of Certified Specialists (ICS), Russia and Springer and held in Batumi, Georgia on May 10–12, 2019. The ICIS 2019 received roughly 50 contributions, by authors hailing from six countries. Following a peer-review process, the Scientific Committee – a multidisciplinary group of 110 experts from 38 countries around the globe – selected roughly 60% for publication. The main topics covered include: Artificial Intelligence Research; Digital Business & Finance; Educational Sciences; Health Management Informatics; Public Administration in the Digital Age; and Social Problem-solving.
The robotics is an important part of modern engineering and is related to a group of branches such as electric
These abstracts offer insights into a wide array of topics related to women's issues. From education and employment to political representation and social roles, the abstracts underscore the multifaceted nature of gender discrimination. They highlight how these inequalities are particularly exacerbated during times of crisis, emphasising the urgent need for research and action in these areas.
Bilgisayar Ağları ve İnternet kitabı, oldukça geniş bir okuyucu hedef kitlesine sahiptir. Bu kitle içerisinde Bilgisayar Programcılığı, Bilgisayar Mühendisliği, Yazılım Mühendisliği, Elektrik-Elektronik Mühendisliği gibi bölümlerde önlisans, lisans, lisansüstü düzeyde eğitim gören öğrenciler, sektörde bilgisayar bilimi alanında çalışan profesyoneller, ağ ve telekomünikasyon teknolojileri konusunda kendisini geliştirmeye çalışan, bu sektörde çalışmak isteyen ve bu amaçla CCNA (Cisco Certified Network Associate) vb. sertifikaları almayı hedefleyen kişiler ve bilgisayar teknolojilerini günlük işleri için kullanan amatörler yer almaktadır. Bu...
This volume constitutes the refereed proceedings of the Second International Conference on Computational Intelligence, Security and Internet of Things, ICCISIoT 2019, held in Agartala, India, in December 2019. The 31 full papers and 6 short papers were carefully reviewed and selected from 153 submissions. The papers are organised according to the following topics: Computational Intelligence, Security, Internet of Things. Papers from the extended track are also presented in the volume.
This book promotes a meaningful and appropriate dialogue and cross-disciplinary partnerships on Artificial Intelligence (AI) in governance and disaster management. The frequency and the cost of losses and damages due to disasters are rising every year. From wildfires to tsunamis, drought to hurricanes, floods to landslides combined with chemical, nuclear and biological disasters of epidemic proportions has increased human vulnerability and ecosystem sustainability. Life is not as it used to be and governance to manage disasters cannot be a business as usual. The quantum and proportion of responsibilities with the emergency services has increased many times to strain them beyond their human c...