A Novel Approach on MLA'S in Data Information System
Dr. DVM. Ramani
, Mrs. Pulipati Rohini , Mrs. Gudala Kalyani
MLA Mathematic Language Aphorism, DIS Data Information Systems, ML, AI algorithms, Regression, optimization, Decision making, CRM tools customer relationship management tools, Intelligent Applications [Anjali Nair, Ambika Biradar, Dr. Radhika Menon, July – 2021], [Adnan N, Nordin Shahrina Md, Rahman I, Noor A, 2018].
A challenge we face regularly in DIS is primarily to make prediction based on input data. Even through the article will not resolve issue of ambiguity in adopting some internal parameters of the predictor depending on context, the same expressions are introduced as Mathematical concepts like data, models, and its study. Assuming we are given dataset, a suitable model uses the data to optimize some parameters of that model with respect to a utility function. Thinking of an approach Analogues to climb a hill in reaching its peak, MLAs discussed in this paper defines a plotform on different types of data forming a Basis for all Business systems. This paper covers a few necessary bits and pieces of Mathematics and Statistical language that are commonly used to talk about on different aspects, which depends on domain expertize. We often consider data to be noises observation of some true hidden effects, and hope by applying MLAs we can identify and quantify a model that describes part of Business uncertainty. Many of these following aspects depend on domain expertise and require careful Engineering put under umbrella data [Dr.M.Madhavilata 2021], [Anjali Nair, Ambika Biradar, Dr. Radhika Menon| July - 2021 ]. Key role of Data Information systems is to ensure that appropriate data is collected from valid sources from different fields, processing it, and parts it to needy destinations in every Business area. Applying MLA’S in new era AI modelling systems and attaining operational Control, a strategic implementation is so required. In this paper, we present a comprehensive view of Mathematical reasoning in analyzing the data made up of following functions.
"A Novel Approach on MLA'S in Data Information System", JETNR - JOURNAL OF EMERGING TRENDS AND NOVEL RESEARCH (www.JETNR.org), ISSN:2984-9276, Vol.4, Issue 6, page no.a61-a68, June-2026, Available :https://rjpn.org/JETNR/papers/JETNR2606011.pdf
Volume 4
Issue 6,
June-2026
Pages : a61-a68
Paper Reg. ID: JETNR_234934
Published Paper Id: JETNR2606011
Downloads: 00091
Research Area: Mathematics All
Country: HYDERABAD, TELANGANA, India
ISSN: 2984-9276 | IMPACT FACTOR: 9.87 Calculated By Google Scholar | ESTD YEAR: 2023
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.87 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: RJPN (IJPublication) Janvi Wave
