Dr. Radhey Shyam

data analytics software metrics data analytics lifecycle nature of data cyclomatic complexity filters numericals data analytics life cycle characteristics of data sources of data 5nf 4nf bcnf 3nf 2nf normalization inf minimal cover closure fuzzy logic machine learning multivariate analysis regression data classification deep q learning q learning mdp ga rl gradient descent rule convergence ann pooling deep learning cnn function point loc halstead software complexity cmm models iso 9000 decision tree validation verification ieee standards feasibility study requirement engineering sqa srs conventional engineering software engineering process software quality assurance software paradigms software characteristics sdlc software crisis software component halstead measurement descriptor matching. compression dam construction threshold segmentation restoration color histogram quantization sampling image google app engine open stack mapreduce security standards provisioning resource saas paas iaas architecture web services virtualization rest security public private cloud computing sensors raspberry pi python iot issues of decision tree learning id3 information gain entropy decision tree learning naive bayes classifier bbn bayes theorem