Volume 11 | Issue 10 |

 Abstract

Pharmaceutical stability is the ability to sustain the product's identity, quality, purity, and safety over the course of its shelf life. A stability-indicating assay method is a validated quantitative analytical approach that may detect changes over time in the chemical, physical, or microbiological features of a drug substance or drug product in particular manner that allows the concentration of the active components and product degradation to be measured accurately and unaffectedly. A Stability Indicating Method (SIM) is a validated analytical peptide testing procedure that accurately and precisely assesses active ingredients (drug substance or drug product) free from process impurities, excipients, and degradation products, in accordance with FDA guidelines (Guidance for Industry, Analytical Testing Procedures and Methods Validation, FDA, 2000). A stability indicating method's crucial aim is to maintain a close watch on the final results of stability research in order to safeguard their safety, potency, and quality. The primary goal of stability indicating methods in contemporary times is to provide details about the facts of stress testing with the aim to estimate the stability of pharmaceutical substances and products.

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 Keywords

stability indicating assay methods, stress testing, ICH guidelines.

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The banking sector plays a critical role in supporting industrial and economic growth, particularly in rural economies where institutional and structural contributions are vital. The advent of liberalization, globalization, and privatization has spurred remarkable developments and transformations in the Indian banking landscape. Amidst increasing competition and a rising demand for diverse and superior banking services, it is imperative for banks to identify and prioritize customer expectations to enhance service quality. This study focuses on understanding the impact of service quality on customer satisfaction within the context of Pallavan Grama Bank, situated in the Dharmapuri district. The research aims to uncover specific characteristics of service quality as perceived by customers, illuminating the nature and significance of service quality in rural banking settings. Through a comprehensive examination, this study offers valuable insights into optimizing service processes to elevate customer satisfaction and drive sustainable growth in the banking industry.

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 Keywords

Keywords: Banking, Customer's Perception Service Quality and Customer satisfaction

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 Keywords

Consumer , Sustainable, Consumption, Consumer Education

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Cyber analysts find it more and more challenging to efficiently monitor the volume, velocity, and diversity of data produced as the number of Internet-connected equipment grows. Cyber security tactics that rely on signatures are unlikely to deliver the performance needed to find new attack vectors. The development of advanced attack techniques that can evade detection by present security systems is also made possible by technical advancements. We require cutting-edge tools and technologies to identify, investigate, and take prompt action on new assaults and threats as the cyber threat scenario gets worse. To identify various sorts of attacks, a cyber-security system must be constructed. The use of various intelligence algorithms in cyber security enabled the detection and analysis of attacks on computer networks. Artificial intelligence, machine learning, and deep learning algorithms are used in cyber security to take the best feature representation possible out of a large data set. This has been used in a number of cyber security scenarios, including the analysis, prediction, and detection of attacks. The purpose of this work is to analyze cyber security attack datasets using clever methods. Additionally, it offers a thorough comparing of algorithm effectiveness and field application to explain the advantages of network protection optimization methods. We analyze the key traits of reflective deep learning approaches used in cyber security application domains, we bring the recent developments in deep learning, and we offer an insight of resources required like a systematic framework and appropriate datasets before analytically and comparably assessing state-of-the-art services from the research. We point out the shortcomings of the examined works and present a picture of the current problems in the field, offering helpful advice and best practices for academics and developers tackling relevant issues. Finally, we identify current research directions and pain issues that need to be addressed.

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 Keywords

Cyber Attacks, Intelligent Algorithms, Cognitive Science, Machine Learning, Deep Learning

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Data collectng tools" refers to the tools/devices used to gather data, such as a paper questonnaire or a system for computer-assisted interviews. Tools used to gather data include case studies, checklists, interviews, occasionally observaton, surveys, and questonnaires. Before conductng research,in any feld, researcher must understand the diferent basic concepts used in the Research Methodology.In this presentaton, objectves, Need, Signifcance, Assumpton & Hypothesis, these fve concepts are considered.Interviews are a direct method of data collecton. It is simply a process in which the interviewer asks questons and the interviewee responds to them. It provides a high degree of feeibility because questons can be adjusted and changed anytme according to the situaton.

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 Keywords

Backdrop, Process, Importance,Methods and Challenges

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Infective endocarditis is a very common heart disease that occurs both on native and prosthetic valves. It may present with very different aspects and is actually highly associated with deadly complications .A 77 yo with multiple risk factors and history of cardiac surgery by a coronary artery bypass associated to aortic root replacement by a bentall procedure, was admitted with fever and signs of infection; cardiac examination revealed a 3/6 systolic aortic murmur and blood cultures grew immediately enterococcus feacalis.EKG showed a complete heart block. TEE revealed a sub valvular endocarditis associated to a thickened aortic valve with severe stenosis and a likely abscess on a tickned trigone. Cardiac CT confirmed an ungoing abscess and a 14mm vegetation , and a pseudoaneurysm of the membranous septum just around the aortic annulus ,permeable coronary artery bypass graft but an occluded right coronary artery. While a CAP CT revealed a splenic embolus. Antiobiotic was conducted and the patient underwent a reconstructive surgery by bentall replacement associated to CABG bridging , a gastric pacemaker and a primary closure of a peroperative unexpectedly discovered Left ventricule - right atrium fistula.A post operative pulmonary embolism was diagnosed on controle Chest scan and atrial fibrillation occurred the following days. The complications of PVE are multiple and more difficult to handle. Septic embolism associated with PVE significantly increases mortality and morbidity. Similar to Native Valve Endocarditis it may manifest as cerebral, splenic, or renal abscess. Extension of such abscesses at the aortic root can destroy the mitralaortic intervalvular fibrosa and result in pseudoaneurysm formation. Rupture of a pseudoaneurysm can cause fistulous communications between the aorta and the left atrium, left ventricle, or pulmonary artery. Because of the close proximity to the right atrium, such paravalvular and root abscesses can also rupture into the right atrium resulting in a fistulous communication between aorta and right atrium. Extension of aortic root abscess may involve the conduction system, resulting in AV conduction disturbances as in our patient.

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 Keywords

endocarditis,prosthetic valve, abcess, communication, heart block

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This paper presents the empirical research and report of the banks and committee's role towards the agriculture sector and finance of the state which shows that agricultural production is declining during 2001-07 and the farmers are unsatisfied from the income from agriculture to meet their basic needs. It is far small and marginal farmers whose income is less than their expenditure. Due to this most of the farmers don't have money to invest in the basic inputs of farming like irrigation, seeds, fertilizers and agricultural chemicals and due to adoption of modern technology, the financial requirement of farmers has increased more. So, there is the only option which can help in investing in agriculture by using the important inputs at the right time through improving the liquidity of the farmers is Institutional agriculture credit. Keeping in view the increasing demand for agricultural loan in Bihar, the NABARD is also focusing on it and increased their agricultural credit in the State from Rs 1745 cr. to Rs. 8427 cr. in last 10 years.

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Microfinance, Agriculture credit, Credit sources

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It tells the story of a poor Afghan merchant,and his friendship with a five year Old Bengali girl, Mini.

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Separation,relience,yearnings

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Communication is the main channel to interact between individuals with each other. Since deaf and dumb people are unable to communicate with normal people, they must rely on some kind of visual communication. It's hard to understand what deaf and dumb people are trying to communicate with us. We have created a dataset from Double-Handed Indian Sign Language Characters image and preprocess data extract features from both the training and testing data set and used support vector machine learning algorithm for classification of data. In our experiment both training data set and test data gives good accuracy We will study this problem in depth and will apply this method for Marathi words recognition system for deaf and dumb community and normal community which will remove communication barrier between two community.

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Indian sign language, Feature Extraction, Classification, Support vector machine.

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Creative Commons Attribution 4.0 and The Open Definition

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The information and communication technology has a profound impact on the working of banking sector. The success of banking depends upon the customer base and the satisfaction of consumer. Technology enabled banking services like ATM, internet banking and mobile banking not only enlarges customer base but also increases satisfaction of the consumer. Technology is important to build a strong banking system and a strong banking system is the need for inclusive growth. Against this background this paper discusses historical development of Indian banking and the progress of technology in Indian banking with emphasis on Automated teller Machine, internet banking and mobile banking.

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 Keywords

Evolving, Technology, Indian banking, ATM, Internet banking, Mobile banking

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Creative Commons Attribution 4.0 and The Open Definition