This book aims to serve as a comprehensive introduction to the principles, algorithms, and applications of machine learning, with a particular emphasis on both foundational and cutting-edge techniques. It is designed for students, researchers, and practitioners who wish to deepen their understanding of machine learning concepts, explore their practical applications, and grasp the underlying mathematical frameworks.The content spans a broad range of topics, beginning with fundamenta...

"दीप " और " दीपशिखा " का शाश्वत मेल पूर्णता का द्योतक है | बिना दीप के दीपशिखा का न तो यथार्थ अस्तित्व है और न ही दीपशिखा के बिना दीप का कोई अर्थ है | यही बात जीवन पर भी पूर्णत: लागू होती है , क्यों कि वास्तविक और सार्थक जीवन वही है जो उद्देश्यपूर्ण , सार्थक , मंगलकारी और उत्सव के रूप में हो | जीवन का यह स्वरूप तभी संभव है , जब पति-पत्नी , प्रेमी-प्रेमिका , सखा-सखि आपसी प्रेम , विश्वास , मर्यादा ,समर्पण , निष्ठा और आत्मिक लगाव की श्रेष्ठता को सत्व गुण की प्रबलता के साथ ...

नर से ऊँची नार है, नारी से संस्कार। जननी बनकर खुद बनी, इस जग का आधार।। नारी विधाता की अतुल्य, अद्भुत, अद्वितीय, अप्रतिम और आंतरिक शक्तियों से लबरेज वह सुन्दरतम रचना है, जिसके आगे स्वयं विधाता भी नतमस्तक होता है। इसके अन्तस् में विद्मान सहनशील, ओजस्विता, वात्सल्य, ममता, त्याग, समर्पण, सहनशीलता, भावनात्मकता प्रबलता और विशुद्ध चैतन्य की उपस्थिति इसके आंतरिक अवं बाह्य स्वरुप में चार चाँद लगा देते है।

Goats are the predominant domestic livestock, and certainly the predominant small ruminant, in most of Asia, Africa and the warmer parts of Europe. Important for meat, milk, fibre and leather production, their widescale production and husbandry allows many opportunities for the spread of disease between livestock and their keepers. Taking a One Health approach to the issue, this book provides clear, accurate and comprehensive coverage of the zoonotic diseases of goats. Including informatio...

Rhizosphere biology is approaching a century of investigations wherein growth-promoting rhizomicroorganisms (PGPR) have attracted special attention for their ability to enhance productivity, profitability and sustainability at a time when food security and rural livelihood are a key priority. Bio-inputs - either directly in the form of microbes or their by-products - are gaining tremendous momentum and harnessing the potential of agriculturally important microorganisms could help in provid...

The global population is projected to reach almost 10 billion by 2050, and food and feed production will need to increase by 70%. Wheat, maize and sorghum are three key cereals which provide nutrition for the majority of the world's population. Their production is affected by various abiotic stresses which cause significant yield losses. The effects of climate change also increase the frequency and severity of such abiotic stresses. Molecular breeding technologies offer real hope for impro...

Gene expression in cells follows a prescribed pathway that conforms to the Central Dogma; where the genetic information stored in DNA is transcribed into RNA and then expressed into proteins, which influences most plant traits. Plant salt tolerance research is directed towards identifying nucleotide variants that could contribute to tolerant phenotypes. This book comprehensively presents the current state of knowledge on plant salt tolerance through meticulous analysis of the processes ope...