Machine Learning coding is considered to be the easiest of all coding landscapes whether you choose Python, Java, or R . We are aggressively moving to the era of minimum coding with maximum efficiency where we have tons of endpoints,
SVD to PCA: Technique to improve XAI (Explainable AI) (Part 2)
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
Support Vector Machine: Part 3 (Machine Learning with Kernel implementation)
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
Automation through Advance Analytics: Financial Services
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: Core to the Digital and Managed Learning
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
Real Time Analytics: A must-have in Data Strategy
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,
Software Defined Networking (SDN): Boost Digital Data Center
Context: Digital economy needs much better network capacity (bandwidth) and broader coverage (access) than what is mostly available today. We have estimated the projection of 50 Billion devices talking to each other by 2020 in the course of IoT evolution.
Digital Infrastructure: Platform to support Digital Economy
Digitalization: The Economy booster Digital wave is taking shape in various segments of business transactions including manufacturing, Insurance, Banking, Law, Legal, Education etc. According to Gartner, Digitalization is the use of digital technologies to change a business model and provide new revenue