The Afternoon sessions (Technical sessions 7,8) were handled by Dr.T.Senthil Kumar, Associate Professor, Department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore. The session were merely a hands-on session. He started the session with the introduction of the statistical tools that can be used through online and explained about Descriptive Statistics which is used to calculate single variable descriptive statistics, including skewness, kurtosis, quartiles, standard errors, normality test and confidence intervals. He also gave an overview of Probability Distributions for calculating probability distribution functions of the most common probability distributions like Binomial, Geometric, Negative Binomial, Poisson, Normal, Chi-Square and Student-t. The speaker then explained on how to make use of some of the Regression or data fitting tools online. He also mentioned that the modeling starts with association of data in terms of regression. Some of the regression tools that were discussed are Linear Regression, Logarithmic Regression, Exponential Regression and so on. He explained about the Neural Designer tool which is a software tool used for data mining based on machine learning techniques, a main area of artificial intelligence research. It contains a graphical user interface which simplifies data entry and interpretation of results. It was also stated that when logic is is easy and it can be solved through machine learning. understood ‘problem’ Neural Designer is an innovative deep learning tool for predictive analysis. Deep learning algorithms are the most powerful method to discover intricate relationship, recognize complex patterns or predict current trends in data. Dr.T.Senthil Kumar explicated on another tool named Tableau. Tableau is business intelligence software that allows anyone to easily connect to data, then visualize and create interactive, sharable dashboards. The result is BI software that can be trusted to deliver answers to the people that need them. All visualization can be done using Tableau tool.
The Afternoon sessions (Technical sessions 7,8) were handled by Dr.T.Senthil Kumar, Associate Professor, Department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore. The session were merely a hands-on session. He started the session with the introduction of the statistical tools that can be used through online and explained about Descriptive Statistics which is used to calculate single variable descriptive statistics, including skewness, kurtosis, quartiles, standard errors, normality test and confidence intervals. He also gave an overview of Probability Distributions for calculating probability distribution functions of the most common probability distributions like Binomial, Geometric, Negative Binomial, Poisson, Normal, Chi-Square and Student-t. The speaker then explained on how to make use of some of the Regression or data fitting tools online. He also mentioned that the modeling starts with association of data in terms of regression. Some of the regression tools that were discussed are Linear Regression, Logarithmic Regression, Exponential Regression and so on. He explained about the Neural Designer tool which is a software tool used for data mining based on machine learning techniques, a main area of artificial intelligence research. It contains a graphical user interface which simplifies data entry and interpretation of results. It was also stated that when logic is understood ‘problem’ is easy and it can be solved through machine learning. Neural Designer is an innovative deep learning tool for predictive analysis. Deep learning algorithms are the most powerful method to discover intricate relationship, recognize complex patterns or predict current trends in data. Dr.T.Senthil Kumar explicated on another tool named Tableau. Tableau is business intelligence software that allows anyone to easily connect to data, then visualize and create interactive, sharable dashboards. The result is BI software that can be trusted to deliver answers to the people that need them. All visualization can be done using Tableau tool.
580_IOT%20Final%20Report.docx