AI explainability (XAI) continues to challenge business to explain underlying reasons of a ML model behavior. With the advancement of various algorithm such as DL (Deep Learning – ANN, RNN, CNN, GPT, LSTM etc.) predictability has been increasing while inferabilty/explainability
Up until last article, I discussed about SVM and its underlying mathematics using very simple linear separable dataset involving only two features (), thereby expressing the effect of classifier in simple XY coordinates. SVM is one of the most successful
Fintech industries have been catching up quite well in blending advance analytics with RPA (Robotic Process Automation) implementation in its business process in the journey of digital transformation. Human time is too expensive to be wasted in carrying out mundane and
Artificial Intelligence and related terms such as Cognitive computing, Data Science, Robotics, Predictive Analysis, Machine Learning etc. have been drawing attention over the past few years of almost all institutions and not limiting to only business, technical or academics. AI
Imagine a customer is entering the retail shop and we want all crucial data points about him or her (viz. buying behavior, interest area, personality traits, recent purchase etc.) available instantly to enable salesman to make an adequate sales pitch,
Business is driving the IT to be more agile or fast changing IT landscape is enabling business to be more agile is like chicken and egg vicious circle. Irrespective, who is driving the other, common acceptance is that both
IT landscape is changing very fast, Business and IT are getting integrated much deeper and wider than before. Business is looking at IT to help design new business strategy, optimize cost of operation, create unique user experience, heighten security, privacy
Mostly any business investment has a planned ROI, What course correction is possible in the case of conflict between Net Neutrality concept and ISP business model to minimize the ROI Impact? Skype, hangout or any other VoIP application may have been