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Savarimuthu, Ajitha
- A Study on “Loan Predictions Using Fintech Decision Tree Analysis”
Abstract Views :235 |
PDF Views:74
Authors
Affiliations
1 ITM Business School, Student, Chennai, Tamil Nadu, IN
2 Visiting faculty, ITM Business School and AVP Indium Software, Chennai, Tamil Nadu, IN
3 Associate Professor, Acharya Bangalore Business School, Bangalore. Karnataka, IN
1 ITM Business School, Student, Chennai, Tamil Nadu, IN
2 Visiting faculty, ITM Business School and AVP Indium Software, Chennai, Tamil Nadu, IN
3 Associate Professor, Acharya Bangalore Business School, Bangalore. Karnataka, IN
Source
AMBER – ABBS Management Business and Entrepreneurship Review, Vol 13, No 1 (2022), Pagination: 54-59Abstract
In today’s world, banking sector is crucial to the modern economy. As the primary supplier of credit, it provides money for people to buy cars and homes and for businesses to buy equipment, expand their operations, and meet their payrolls. The credit cards, debit cards, and checking accounts that banks make available facilitate all kinds of everyday transactions. They also help drive e-commerce, where cash is of little use. With banking products becoming increasingly commoditized, Analytics can help banks differentiate themselves and gain a competitive edge. Machine learning forecasting for banking enables more accurate reporting by automating credit risk testing for both banks and customers. By evaluating a consumer’s financial history, recent transactions, and purchasing patterns, machine learning can make accurate forecasts of future spending and income. Predictive analytics helps banks distinguish between the various portfolio risks effectively, by optimizing the collections process. It helps banks segregate risky customers from the risk-free ones. This can help banks devise actions and strategies to achieve positive results. Predictive Analytics is a stream of advanced analytics which uses new as well as historical data to forecast activity, behaviour, and trends to predict the future. This involves data mining, modelling, employing statistical analysis techniques, and automated machine learning algorithms to make the predictions. It helps organizations discover business issues in real time and address them at the right time to get the best outcomesKeywords
Banking Sector, Modern Economy, Machine Learning Forecasting, Credit Risk, Predictive Analytics, Positive Results, Data Mining, Statistical AnalysisReferences
- Accurate loan approval prediction based on machine learning approach J. Tejaswini1 ,T. Mohana Kavya2 , R. Devi Naga Ramya3 , P. Sai Triveni4 Venkata Rao Maddumala
- International journal of engineering research & technology (ijert)
- Dileep B Desai, dr. r.v.kulkarni a review: Application of data mining tools in CRM for Selected Banks, (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 4 (2)
- Rob Gerritsen, Loan Risks: A Data Mining Case Study.
- Dr. Madan Lal Bhasin, Data Mining: A Competitive Tool in the Banking and Retail Industries,
- S. Kotsiantis, D. Kanellopoulos, P. Pintelas, “Data Pre-processing for Supervised Leaning”, International Journal of Computer Science, 2006, Vol 1 N. 2, pp 111117.
- Bharati M. Ramageri, DATA MINING TECHNIQUES AND APPLICATIONS, Indian Journal of Computer Science and Engineering Vol. 1 No. 4
- Vivek Bhambri Application of Data Mining in Banking Sector, International Journal of Computer Science and Technology Vol. 2,
- P.Sundari, Dr.K.Thangadurai An Empirical Study on Data Mining Applications, Global Journal
- Kazi Imran Moin, Dr. Qazi Baseer Ahmed Use of Data Mining in Banking
- Rajanish Dass, “Data Mining in Banking and Finance: A Note for Bankers”,
- Loan Applicants based on Risk profile
- Hamid Eslami Nosratabadi, Sanaz Pourdarab and Ahmad Nadali, A New Approach.
- From Rags to Riches and Riches to Rags
Abstract Views :117 |
PDF Views:56
Authors
Affiliations
1 Associate Professor, Acharya Bangalore B-School, Bangalore, IN
1 Associate Professor, Acharya Bangalore B-School, Bangalore, IN
Source
AMBER – ABBS Management Business and Entrepreneurship Review, Vol 14, No 1 (2023), Pagination: 10-16Abstract
One of the most audacious business people of his era was Dhirubhai Ambani. He became more optimistic and intelligent in handling business as he gave himself permission to take more calculated risks in life, which allowed him to grow as a person. Dhirubhai Ambani had to take various chances, such as leaving his nation for employment, quitting his position to launch a business, changing the direction of his company from selling spices to yarn and forging new commercial ventures like petrochemicals. Mr. Dhirubhai Ambani was a remarkable individual who always valued hard effort, creative and problem-solving, which helped him become India’s most successful businessman, a true ‘rags-to-riches’ tale. Anil Ambani, previously one of the richest individuals in the world, has nevertheless has lost $42 billion wealth. Anil Ambani was able to transform himself from the richest man in the last century to the poster child for the phrase “riches to rags” Anil Ambani, once the sixth-richest billionaire in the world with $42 billion in assets, informed a UK court in 2020 that his net worth had fallen to zero and that he became a pauper to Chinese banks. The case enlightens on fail of family business on the second generation due to lack of managerial skills and overconfidence on diversification.Keywords
Raise, Downfall, Rags to Riches and Riches to RagsReferences
- Almeida, A. (2021, May 14). Mukesh Ambani Success Story – The Real Journey of India’s Richest Man! Retrieved from Trade Brains: https://tradebrains.in/mukesh-ambani success-story
- ET Online. (2021, April 19). Jio-Facebook, RILFuture: All The Deals That Mukesh Ambani Signed In 2020. Retrieved from The Economic Times:
- https://economictimes.indiatimes.com/magazines/ panache/jio-facebook-ril-future-all-the-deals thatmukesh-ambani-signed-in-2020/a-sweet-pill/ slideshow/82141748.cms
- Kammerzell, J. (2011, May 13). Ambani’s Rise to Becoming the Richest Oilman Ever. Retrieved from RIGZONE:
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- Ranipeta, S. S. (2020, February 11). The downfall of Anil Ambani: $42 billion net worth to zero in 12 years. Retrieved from The NEWS Minute :
- https://www.thenewsminute.com/article/downfallanil- ambani-42-billion-net-worth-zero-12- years- 117944
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