Machine learning is gradually becoming critical part of life. From recommending movies to self driving cars , AI is making its presence… — Machine learning is gradually becoming critical part of life. From recommending movies to self driving cars , AI is making its presence felt in all walks of life. As ML models are taking critical decision, gradual need was felt to explain the decision taken by these models. …

LSTM (Long Short Term Memory) is a special kind of RNN that is capable of maintaining long-term dependencies. — Limitation of Deep Neural Network like CNN Deep Neural Networks like CNN are extremely versatile and can solve complex problems. But there is a category of problem where they don't perform that well- time series or time series like a problem. …

You only look once (YOLO) is a state-of-the-art, real-time object detection system. It uses convolutional neural network (CNN) for object… — You only look once (YOLO) is a state-of-the-art, real-time object detection system. It uses convolutional neural network (CNN) for object detection. Image Classification vs Object Detection Image classification typically refers to predicting which object is present in image. So input will be set of images contain picture of animals( lets…

What is CNN — What is CNN CNN as defined by Wikipedia “The name ‘convolutional neural network’ indicates that the network employs a mathematical operation called convolution. Convolutional networks are a specialized type of neural networks that use convolution in place of general matrix multiplication in at least one of their layers.” To understand CNN , the…

Fundamentals of secure communication — Fundamentals of secure communication When we do any activity on internet(or internet like medium), we essential are sending and receiving data. This data can be transmitted in raw format and any user can read it( after converting it from binary).This is bit like ‘post card’ of old days. …

Quick multiplication ,square calculation techniques — Below are some useful techniques that can be used for quick calculation. Multiplication Numbers are closer to 10 or its power like 100, 1000 etc. ex 92X98 or 107*108 First example — 92 X 98 : numbers are closer to 100. Below are the steps Take difference (i.e. …

Low altitude flight over the Kafka landscape — Low altitude flight over the Kafka landscape What is Kafka Kafka is essentially a message middle ware that decouples producer and consumer. It is scalable, resilient and has low processing latency. Theses features ,along with thriving community and enterprise support ,have made Kafka default message middleware for data intensive companies. Kafka as defined…

Introduction to Serverless — What is Serverless Serverless is one of the must misunderstood term in software development. It does not mean that there are no servers or server side code is not needed. What it really means is that 1.Developer doesn't need to worry about server infrastructure. 2. Developer can just write code and leave the…

Fundamentals of Functional Programming with Scala — This article aims to cover fundamental concepts of functional programming. It’s intended for audience who have worked on object oriented programming and have just stared to work on Functional programming. Functional programming Pure functional programming is just composed of function. These functions can be chained together to get desired result.