Comprising over 170 species, the Anatidae family is distributed worldwide and plays a vital role in maintaining the health of aquatic ecosystems. Ecologically, Anatidae species contribute to nutrient cycling in wetlands. Their feeding behaviors help in controlling aquatic vegetation, preventing overgrowth and maintaining habitat balance for other organisms. Anatidae species also serve as bioindicators, reflecting the health of wetlands, rivers, and lakes. Their sensitivity to environmental...

Gain practical insights by exploiting data in your business to build advanced predictive modeling applicationsKey FeaturesA step-by-step guide to predictive modeling including lots of tips, tricks, and best practicesLearn how to use popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and ClusteringMaster open source Python tools to build sophisticated predictive models...

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and visualizationBook DescriptionMa...

Constructing Digital Libraries provides comprehensive guidance designing and implementing digital library systems serving diverse information needs and institutional contexts. The work addresses foundational concepts, technologies, and design principles for digital library development. Coverage includes collection development strategies, metadata creation standards, preservation techniques, and user interface design. The book explores search functionality, access mechanisms, and digital as...

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to visuali...

Cyber-Physical Systems (CPS) integrate computing, communication, and physical processes to support intelligent monitoring, decision-making, and automation across critical sectors. As CPS become increasingly interconnected, robust security architectures are essential for protecting data, devices, communication networks and physical operations. Cyber Physical Systems: Security Concerns and Practices examines fundamental and emerging approaches to CPS security, with particular emphasis on blo...

Cyber-Physical Systems (CPS) integrate computing, communication, and physical processes to support intelligent monitoring, decision-making, and automation across critical sectors. As CPS become increasingly interconnected, robust security architectures are essential for protecting data, devices, communication networks and physical operations.Cyber Physical Systems: Security Concerns and Practices examines fundamental and emerging approaches to CPS security, with particular emphasis...

Secure your business in a post-pandemic world: Master digital risk identification and defense Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesBecome well-versed with sophisticated system-level security risks and the zero-trust frameworkLearn about remote working risks, modern collaboration, and securing the digital data estateKeep up with rapidly evolving compliances and regulations and their impact on cyber risks...

"Sometimes eerie, sometimes strange, sometimes terrifying, always Unexplained. Yes, the book contains 61 short stories based on Unexplanable phenomena so called Avyakhyaam means beyond explanation. Stories in the book based on Bhoot, Black magic, Vastu, quantum physics, time, space science, God etc. all stories are fiction and handcrafted to rethink about events, scenarios, places, people about which we human are still not sure or not follow same thinking but somehow make us excited whenev...

Perform advanced data manipulation tasks using pandas and become an expert data analyst.Key FeaturesManipulate and analyze your data expertly using the power of pandasWork with missing data and time series data and become a true pandas expertIncludes expert tips and techniques on making your data analysis tasks easierBook Descriptionpandas is a popular Python library used by data scientists and analysts worldwide to manipulat...

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with PythonKey Features\[\*\]A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices\[\*\]Get to grips with the basics of Predictive Analytics with Python\[\*\]Learn how to use the popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and Clus...

Demystify Big Data and discover how to bring operational intelligence to your data to revolutionize your workAbout This BookGet maximum use out of your data with Splunk's exceptional analysis and visualization capabilitiesAnalyze and understand your operational data skillfully using this end-to-end courseFull coverage of high-level Splunk techniques such as advanced searches, manipulations, and visualizationWho Th...