Volume 9 | Issue 7 |

 Abstract

The Age of Big Data are already running because the traditional data analytics may not be able to handle such large quantities of data. Big data refers to datasets that are not only big, but also high in variety and velocity, which makes them difficult to handle using traditional tools and techniques. Due to the rapid growth of such data, solutions need to be studied and provided in order to handle the extract value and knowledge from these data sets. Furthermore, decision makers need to be able to gain valuable insights from such varied and rapidly changing data, ranging from daily transactions to customer interactions and social network data. Such value can be provided using big data analytics, which is the application of advanced analytics techniques on big data. This paper presents brief introduction of data analytics, architecture of big data, knowledge discovery and big data algorithms.

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 Keywords

Big Data, Data Mining, Analytics, Analysis, Big data categories, Algorithm, Knowledge Discovery,Tool of Data Mining

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Goods and Services Tax (GST) is a value added tax to be implemented in India, GST is considered to be a game changer in Indian Economy. (GST) is another such undertaking that is expected to provide the much needed stimulant for economic growth in India by transforming the existing base of indirect taxation towards the free flow of goods and services. This research paper uses primary sources of data such as survey and analysis of the data collected. The secondary sources such as books, journals and articles are also referred for this research. The implementation of GST made a huge change in the commerce field and the overall economy of the country. The implementation of GST made many problems than benefits. So this study aims to find out the problems faced by dealers on GST implementation.

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 Keywords

KEYWORDS: GST, VALUE ADDED TAX (VAT), INDIRECT TAX

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Creative Commons Attribution 4.0 and The Open Definition

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Nanotechnology is the science that deals with the process that occurs at molecular level and of nano length scale size. Nano refers to the particle size range of 1-1000 nm. Nanosuspensions are coming under nanotechnology. A pharmaceutical Nanosuspension is defined as very finely colloid, biphasic, dispersed solid drug particles in an aqueous vehicle, size below 1?m stabilized by surfactants and polymers prepared by suitable methods for drug delivery applications. It provides efficient delivery of hydrophobic drugs and increases the bioavailability. Nanosuspension is an attractive and promising technology to improve poor solubility and bioavailability of the drugs. This review article describes the methods of preparation, and applications of nanosuspensions in the field of pharmaceuticalsciences.

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 Keywords

Nanotechnology, Nanosuspensions, polymers,drugs.

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Creative Commons Attribution 4.0 and The Open Definition

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One Country, two systems; a governance model that seemed so ideal on paper, but one can't help but notice this great model has stirred up between Hong Kong and China. This Research tries to answer whether it is an ideal model to govern two starkly different places by a government that is authoritative in its practices. To achieve this objective, we analyze the case of Hong Kong and China.

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 Keywords

One Country Two Systems, Hong Kong, China, International Relations

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Rape, laws, India, Molestation, Girl up

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

House is centre and domestic device for mankind's moral and substance development ever since the dawn of civilization. Housing is one of the most important that we human beings need. Adequate housing is essential for human survival with dignity. There are many things that we would find difficult, if not impossible to do without good-quality housing. Housing shortage is an universal phenomenon. It is more acute in developing countries. The housing scenario has become more critical in India in recent years. Banking sector in India is one of the most matured, exceptionally immersed and focused market. It is among the most intense revenue generator in economy pumping immense funds to regulate, stabilize and sustain the economy. Banks helps in procuring tremendous incomes and controlling the expenses within the households. With a goal to drive income, reduce cost, regulate interest rates and maximize profitability retail banking triggered to have a strong hold over customer satisfaction. The factors expected to motivate customer satisfaction are studied using SERVAQUL Model. The fundamental target of the assessment is to make a near investigation of fulfillment of the borrowers from the HDFC and LIC Housing Finance Ltds. It is closed from the examination that HDFC and LIC Housing Finance Ltd has superb staff individuals as far as conduct and the customer satisfaction is a concerned for judging the performance of bank. Further, the administrations of HDFC and LIC Housing Finance Ltd are vastly improved and keep on innovating new technologies to reduce the hazels of clients by time. India has initiated so many housing reform that has taken many forms and manifestations characterized by the reduction in social allocation, cutbacks in public funding and promotion of a real estate culture in close partnership between the state and private actors. Mortgage financing markets can play an important role in stimulating affordable housing markets and improving housing quality in many countries. Unfortunately, these are still in infancy in India. This lack of development often translates into lower homeownership rates or poor housing quality. Most of these problems stem from the central dilemma that the resources are always too limited and housing development heavily depend on the financial institutions such as banks, credit corporations and development banks for the supply of finance to meet their daily financial needs. Against this backdrop, this paper will assess basic nuances of Indian financing system.

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 Keywords

Customer Satisfaction, Home Loan, Scheme, Robust Analysis, Housing Condition in India, Housing Shortage and Affordable Housing in India, Institutional Performance of housing finance in India

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this paper, we focus on major drawbacks and security fragility associated with wrist wearable devices. Hardware such as accelerometer and gyroscope and other sensors included in wearable devices such as apple watch etc. These Sensors can give you enough data to uniquely identify wrist movements and information to identify what is being written by you or what hand signals you use daily. Here in this paper we are going to discuss the recognizing the digit written by user using the same arrangements and data.

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machine learning, data, sensors, IoT, security, wearable device, recognition

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Creative Commons Attribution 4.0 and The Open Definition

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To be effective in new way of virtual classes there are certain challenges that are being faced by educators as well as students. In this study we are going to focus on challenge present in higher education during lockdown and suggestion for addressing this concern with agile methods in teaching and learning. Fear of corona infection kept people away from each other. Virtual learning is designed to extend educational experiences. It does not try to replicate them. In virtual learning environments, students access resources and interact in ways they would not in the physical classroom. Online learning is characterized by a structured learning environment, to enhance and expand educational opportunities, providing instruction that is teacher-led is shifted to learner-based, and may be synchronous or asynchronous. building innovative methods in online learning is proving helpful. As traditional face-to-face learning is replaced by virtual there is fear in reopening schools and colleges as mass gatherings can make situation more difficult. Pandemic affected many lives and way of looking at situations. Students have faced challenges in these times such as stress. How we can improve lab-based teaching and learning is objective in this paper.

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agile teaching and learning, pandemic, online learning, lab-based teaching and learning, interactive method

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The main aim of the project is to build a Raspberry pi based safety device for covid-19 safety rules to reduce the disease spread. We focus on most common indoor measurement system to allow the people. This project makes a use of MLX90614 contactless temperature sensor to detect the body temperature and pi camera, openCV to detect the mask whether the person is wearing a mask or not. We introduce an affordable COVID-19 indoor safety system. All modules and sensor are interfaced to the raspberry pi3 processor.

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Raspberry pi3 Processor, MLX90614, Pi camera, LCD display, DC motor along with motor driver, Buzzer.

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ABSTRACT- In the present scenario of COVID-19, these promising drugs i.e. remdesivir, dexamethasone and favipiravir are a potential treatment option. The deadly SARS-COV-2 virus caused inflammation to the lungs and in severe cases, it leads to multiple organ failure. WHO approved emergency use of both the drugs for the patient who are hospitalized and require oxygen support. On one side, antiviral properties of remdesivir are used against SARS-COV-2, and on the other side, anti-inflammatory responses of dexamethasone are being utilized to treat the lung infection caused by the viral attack. Like any other drug, remdesivir, and dexamethasone, both have side effects. But, in the hour of need, these two have been reported to decrease the mortality rate. So short-term use of these drugs in critical patients is highly fruitful. Favipiravir is another repurposed antiviral agent that has recently come into the limelight for it's ability to clear the viremia very rapidly in the early part of the illness.

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 Keywords

Keywords: COVID-19, Antiviral, Favipiravir, Remdesivir, Dexamethasone

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Creative Commons Attribution 4.0 and The Open Definition