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  • R Programming - a Comprehensive Guide

    de Editor IJSMI ...
    R programming has gained importance in different fields due its flexibility, rich packages, platform independent characteristics, data analysis, data visualization, building various models like machine learning models. It facilitates the incorporation of codes of other languages such as C, C++ and Java in its programming environment.R programming is an open source platform which is developed by ... Leer más

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  • Introduction To Non Parametric Methods Through R Software

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    Statistical Methods are widely used in Medical, Biological, Clinical, Business and Engineering field. The data which form the basis for the statistical methods helps us to take scientific and informed decisions. Statistical methods deal with the collection, compilation, analysis and making inference from the data.The book mainly focuses on non-parametric aspects of Statistical methods. Non ... Leer más

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  • Generative AI – An Overview

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    de Editor IJSMI ...
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    Generative Artificial Intelligence, an Artificial Intelligence concept which is used to create own data which includes creating text, audio, video, images, programming codes and also advanced data structures such as protein structures. Before the Generative AI, Artificial Intelligence models used Machine learning models to predict pattern and structures.Generative AI models are widely being used ... Leer más

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  • Digital Technologies – an Overview of Concepts, Tools and Techniques Associated with it

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    Digital technologies transformed the people's day to day life and businesses organizations the way they work. It saved their time, accessibility and cost. It provided new opportunities, new markets, and new products to the organizations.Digital revolution started with the introduction of Computers, Internet, Mobile phones, Social media networks, Cloud computing, Big Data, Internet of Things, 3D ... Leer más

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  • Introduction To Business Statistics Through R Software

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    Statistical methods are now widely used in different fields such as Business and Management, Economics, Biological, Physical sciences and including the new fields such as Data Science and Machine Learning. The data which form the basis for the statistical methods helps us to take scientific and informed decisions. Statistical methods deal with the collection, compilation, analysis and making ... Leer más

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  • Bayesian Methodology: an Overview With The Help Of R Software

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    Bayesian methodology differs from traditional statistical methodology which involves frequentist approach. Bayesian methodology was introduced by Thomas Bayes (Statistician and minister at the Presbyterian Chapel) during the 18th Century. Bayesian methodology is now widely being used due to its simple, straightforward and interpretable characteristics of probability values and the efficiency of ... Leer más

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  • Forecasting Models – an Overview With The Help Of R Software

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    Forecasting models involves predicting the future values of a particular series of data which is mainly based on the time domain. Forecasting models are widely used in the fields such as financial markets, demand for a product and disease outbreak. The objective of the forecasting model is to reduce the error in the forecasting.Most of the Forecasting models are based on time series, a statistical ... Leer más

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  • Clinical Trial Management – an Overview

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    Clinical Trials word became a buzz word during this pandemic situation. It played a crucial role in developing vaccine to fight the pandemic.Experts from different fields contribute to the development of vaccine which includes (not limited) clinical researchers, health care providers, pharmaceutical industry, data managers, biostatisticians, data scientist and clinical trial programmers. Data ... Leer más

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