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Index Class-6 Chapter 1 : What, Where , How and When Chapter 2 : On the Trail of Earliest People Chapter 3 : From Gathering to Growing Food Chapter 4 : In the Earliest Cities Class Chapter 5 : What Books and Burials Tell Us Chapter 6 : Kingdoms, Kings and an Early Republic Chapter 7 : New Questions and Ideas Chapter 8 : Ashoka, The Emperor Who Gave Up War Chapter 9 : Vital Villages, Thriving Towns Chapter 10 : Traders, Kings and Pilgrims Chapter 11 : New Empires and Kingdoms Chapter 12 : Buildings, Paintings and Books Class-7 Chapter 1 : Tracing Changes Through a Thousand Years Chapter 2 : New Kings and Kingdoms Chapter 3 : The Delhi Sultans Chapter 4 : The Mughal Empire Chapter 5 : Rulers and Buildings Chapter 6 : Towns, Traders and Craftpersons Chapter 7 : Tribes, Nomads and Settled Communities Chapter 8 : Devotional Paths to the Divine Chapter 9 : The Making of Regional Cultures Chapter 10 : Eighteenth-Century Political Formations Class-8 Chapter 1: History How, When and Where Chapter 2 : History From Trade to Territory Chapter 3: Ruling the Countryside Chapter 4 : Tribals, Dikus and The Vision of A Golden Age Chapter 5 : When People Rebel : 1857 and After Chapter 6 : Colonialism and the City: The Story of an Imperial Capital Chapter 7 : Weavers, Iron Smelters and Factory Owners Chapter 8 : Civilising the ‘Native’ Educating the Nation Chapter 9 : Women, Caste and Reform Chapter 10 : The Changing World of Visual Arts Chapter 11 : The Making of the National Movement: 1870s-1947 Chapter 12 : India After Independence Class-9 Chapter 1 : The French Revolution Chapter 2 : Socialism in Europe and the Russian Revolution Chapter 3 : Nazism and the Rise of Hitler Chapter 4 : Forest Society and Colonialism Chapter 5 Pastoralists in the Modern World Chapter 6 : Peasants and Farmers Chapter 7 : History and Sport: The Story of Cricket Chapter 8 : Clothing: A Social History Class-10 Chapter 1 : The Rise of Nationalism in Europe Chapter 2 : Nationalism in India Chapter 3 : The Making of a Global World ( The Pre – Modern World ) Chapter 4 : The Age of Industrialisation Chapter 5 : Print Culture & the Modern World Class-11 Chapter 1 : From the Beginning of Time Chapter 2 : Writing and City Life Chapter 3 : An Empire across Three Continents Chapter 4 : The Central Islamic Lands Chapter 5 : Nomadic Empires Chapter 6 : The Three Orders Chapter 7 : Changing Cultural Traditions Chapter 8 : Confrontation of Cultures Chapter 9 : The Industrial Revolution Chapter 10 : Displacing Indigenous Peoples Chapter 11 :Paths to Modernization Class-12 Chapter 1 : Bricks, Beads and Bones Chapter 2 : Kings, Farmers and Towns Chapter 3 : Kinship, caste and Class Chapter 4 : Thinkers, Beliefs and Buildings Chapter 5 : Through the Eyes of Travellers Chapter 6 : Bhakti- Sufi Traditions Chapter 7 : An Imperial Captial Vijayanagara Chapter 8 : Peasants, Zamindars and the State Chapter 9 : Kings and Chronicles Chapter 10 : Colonialism and the Countryside Chapter 11 : Rebels and the Raj Chapter 12 : Colonial Cities Chapter 13 : Mahatma Gandhi and National Movements Chapter 14 : Understanding Partition Chapter 15 : Framing and the Constitution

Index Chapter 1 What, Where, How and When? Chapter 2 On The Trial of the Earliest People Chapter 3 From Gathering to Growing Food Chapter 4 In the Earliest Cities Chapter 5 What Books and Burials Tell Us Chapter 6 Kingdoms, Kings and an Early Republic Chapter 7 New Questions and Ideas Chapter 8 Ashoka, The Emperor Who Gave Up War Chapter 9 Vital Villages, Thriving Towns Chapter 10 Traders, Kings and Pilgrims Chapter 11 New Empires and Kingdoms Chapter 12 Buildings, Paintings, and Books

Index Chapter 1 - Tracing Changes Through a Thousand Years Chapter 2 - New Kings and Kingdoms Chapter 3 - Delhi Sultans Chapter 4 - The Mughal Empire Chapter 5 - Rulers and Buildings Chapter 6 - Towns, Traders and Craftsperson Chapter 7 - Tribes, Nomads and Settled Communities Chapter 8 - Devotional Paths To The Divine Chapter 9 - The Making of Regional Cultures Chapter 10 - Eighteenth-Century Political Formation

NLP is an interdisciplinary topic that integrates computer science, artificial intelligence, and linguistics to create algorithms and models that can process and interpret human language. The purpose of natural language processing (NLP) is to allow computers to comprehend, interpret, and produce human language, which includes speech and text. Chatbots for customer service, sentiment analysis for marketing and social media, named entity recognition for information extraction, machine translation for multilingual communication, and speech recognition for handsfree contact with technology are just a few examples. Advances in machine learning, deep learning, and big data have fueled the development of NLP approaches, which continue to improve to meet the demands of new applications. Python is one of the most popular programming languages for natural language processing (NLP) because of its ease of use, readability, and the availability of strong libraries and tools such as NLTK, spaCy, and Gensim. 1.1 OVERVIEW Natural Language Processing (NLP) is a branch of computer science, artificial intelligence, and computational linguistics dealing with computer-human interaction. NLP's purpose is to enable computers to analyse, comprehend, and produce human language, which includes speech and text. This has resulted in a wide range of applications in various industries, including customer service chatbots, sentiment analysis for marketing and social media, named entity recognition for information extraction, machine translation for multilingual communication, and speech recognition for hands-free technology interaction

Intended primarily as a text for undergraduate and postgraduate students of Management, this compact yet comprehensive book discusses the multidimensional aspects of Marketing Research in an accessible manner. The book begins with an overview of marketing research, the type and scope of, and stages in marketing research, organization of marketing research in India, and research plan — its need, functions and types. Then it goes on to give a clear analysis of research design and its classification, descriptive and experimental research, as well as uses, methods and techniques in qualitative research. Besides, the book gives detailed description on marketing research process and attitude measurement, sampling methods and sample size determination, methods and techniques of data collection and data processing analysis. Finally, the book dwells on various statistical techniques, statistical packages, report writing, and different applications of marketing research in specific areas. Besides students, professionals engaged in marketing research would find the book very valuable. DISTINGUISHING FEATURES Provides indepth analysis of identifying, gathering, analyzing and interpreting primary and secondary data. Gives many examples, which are interspersed throughout the book, to illustrate the concepts discussed. Provides caselets for a better understanding of the topics covered.

Use C# to accomplish real-world, professional tasks. C# Professional Projects is your key to unlocking the power of C#. Each project focuses on a specific concept and is based on a real-world situation. Enhance your skills as you work through six projects including creating a customer maintenance system, an employee record system, a creative learning windows application, an airline reservation portal, a Web portal for a bookstore, and a mobile application project. When you are finished, you will have the skills necessary to modify projects to fit your professional needs.

Volume-1 विषय -सूची विषय पृष्ठ संख्या अध्याय 1 : अर्थव्यवस्था : एक परिचय 1-14 अध्याय 2 : भारतीय अर्थव्यवस्था : ऐतिहासिक स्वरूप 15-23 अध्याय 3 : भारतीय अर्थव्यवस्था की प्रकृति 24-26 अध्याय 4 : आर्थिक विकास के मॉडल 27-29 अध्याय 5 : आर्थिक विकास 30-46 अध्याय 6 : भारत में नियोजन : योजना आयोग से नीति आयोग तक 47-69 अध्याय 7 : आसान भाषा में राष्ट्रीय आय का मतलब 70-79 अध्याय 8 : राष्ट्रीय आय की अवधारणा 80-96 अध्याय 9 : गरीबी / निर्धनता 97-121 अध्याय 10 : बेरोजगारी 122-131 अध्याय 11 : पूंजी निर्माण 132-145 अध्याय 12 : मुद्रा 146-154 अध्याय 13 : बाजार 155-164 अध्याय 14 : मुद्रा स्फीति 165-182 अध्याय 15 : अवमूल्यन की अवधारणा 183-196 अध्याय 16 : भारतीय रिजर्व बैंक 197-204 अध्याय 17 : मौद्रिक नीति 205-221 अध्याय 18 : बैंकिंग प्रणाली 222-247 अध्याय 19 : कम्पनी की समझ 248-252 अध्याय 20 : वित्तीय बाजार की समझ 253-263 अध्याय 21 : शेयर मार्किट की समझ 264-278 अध्याय 22 : लाभांश,बॉन्ड और बीमा क्षेत्र की समझ 279-294 अध्याय 23 :डेरिवेटिव मार्किट 295-305 अध्याय 24 : म्युचुअल फंड,इनसाइडर ट्रेडिंग और व्हिसलब्लोइंग 306-314 अध्याय 25 : FDI से बैंकिंग सुधार तक 315-337 अध्याय 26 : सेंसेक्स 338-348 अध्याय 27 : गैर-निष्पादित परिसंपत्ति 349-359 अध्याय 28 : निवेश मॉडल 360-367 अध्याय 29 : औद्योगिक नीति और हाल की औद्योगिक क्रांति 368-383 अध्याय 30 : प्रमुख उद्योग का विशलेषण 384-436 Volumne-2 विषय पृष्ठ संख्या अध्याय 31 : औद्योगिक क्षेत्रीयकरण 1-17 अध्याय 32 : औपचारिक या संगठित क्षेत्र और अनौपचारिक या असंगठित क्षेत्र 18-24 अध्याय 33 : सूक्ष्म, लघु और मध्यम उद्यम 25-31 अध्याय 34 : भारत और स्टार्टअप 32-39 अध्याय 35 : भारत में श्रम सुधार 40-43 अध्याय 36 : भारत का सेवा क्षेत्र 44-72 अध्याय 37 : केरल मॉडल बनाम गुजरात मॉडल की समझ 73-75 अध्याय 38 : भारत में वैश्वीकरण ,उदारीकरण,निजीकरण और बाजारीकरण 76-89 अध्याय 39 : सार्वजनिक उपक्रम 90-95 अध्याय 40 : विनिवेश नीति 96-102 अध्याय 41 : भारत में कृषि 103-175 अध्याय 42 : भारत की प्रमुख कृषि क्रांतियां 176-193 अध्याय 43 : खाद्य-सुरक्षा 194-209 अध्याय 44 : भारत में भूमि सुधार और भूमि अधिग्रहण 210-219 अध्याय 45 : रुपया : इतिहास, वर्तमान एवं महत्वपूर्ण तथ्य 220-227 अध्याय 46 : लोक वित्त 228-233 अध्याय 47 : प्रत्यक्ष तथा अप्रत्यक्ष कर की समझ 234-259 अध्याय 48 : भारतीय वित्तीय बजट 260-272 अध्याय 49 : राजकोषीय नीति 273-283 अध्याय 50 : भुगतान संतुलन 284-294 अध्याय 51 : 15वाँ वित्त आयोग 295-300 अध्याय 52 : भारत में मुद्रा की परिवर्तनीयता 301-313 अध्याय 53 : व्यापार समझौते की समझ 314-315 अध्याय 54 : डिपॉजिटरी रसीदें और लाइन ऑफ़ क्रेडिट 316-325 अध्याय 55 : विश्व व्यापार संगठन का विशलेषण 326-345 अध्याय 56 : आधारभूत संरचना 346-380 अध्याय 57 : अंतरराष्ट्रीय वित्तीय संस्थान 381-393 अध्याय 58 : भारतीय अर्थव्यवस्था, 2023 394-396 अध्याय 59 : महत्वपूर्ण समितियों की सूची 397-399 अध्याय 60 : महत्वपूर्ण आर्थिक शब्दावली 400-410

Complete Class notes of Arora IAS