hariniveditaJan 172 minTest Automation Strategy - DesigningBefore planning any kind of strategy, it is a wise idea to ponder on WHAT are we trying to accomplish? WHO will be doing this? and HOW ca...
hariniveditaJan 152 minPage Object Model - What should I know?As we know that Page Object Model is a Design Pattern where objects and actions are separated from tests. Page object model (POM) can be ...
Namrata KapoorJan 154 minRecall, Specificity, Precision, F1 Scores and AccuracyThere is an old saying "Accuracy builds credibility"-Jim Rohn. However, accuracy in machine learning may mean a totally different thing a...
Tamil SelviJan 143 minIs Decision Trees effective or not? Classification is a technique to divide the datasets into different categories by providing label for it. Reason to classify the data is ...
rsparabusJan 146 minCurious to know about Regression AnalysisRegression Analysis is a form of mathematical analysis that uses quantified models, representations, and synopses for a given set of expe...
sana.b17Jan 114 minImportance of Data Science!We have been hearing a lot about how artificial intelligence and machine learning are changing the world and how these things will make e...
Mahitha KumarJan 113 minOverfitting : Identify and Resolve“It is better to be approximately right rather than precisely wrong.” - Warren Buffet In Machine learning if the Model is focused on a pa...
Namrata KapoorJan 103 minN-gram and its use in text generationIn natural language processing, it is not only important to make sense of words but context too. n-grams are one of the ways to understan...
jalpavidwaniJan 92 minConfused? Between Linear & Multiple Regression and Its ImplementationIn this blog post, I would focus on Linear Regression, Multiple Linear Regression or say Multivariate Regression Linear Regression: Linea...
Namrata KapoorJan 72 minQuestion Answering through BERT in 10 stepsIf you have a stack of websites or a stack of pdf files and you want to have answers to your questions, it looks like a hell of a task. W...
Namrata KapoorJan 63 minMaking a simple and fast chatbot in 10 minutesIn real-world response time for a chatbot matters a lot. Be it the travel industry, banks, or doctors, if you want to really help your cu...
Margi PatelJan 43 minWhat is Bias-Variance Trade-off in Machine Learning?Image source In the process of building a Predictive Machine Learning model, we always come across some types of error, either with train...
Margi PatelJan 42 minWhat is a Confusion Matrix in Machine Learning?Image source A Confusion matrix is an N x N matrix used for evaluating the performance of a classification model, where N is the number o...
Namrata KapoorDec 31, 20206 minTransformers-In depth understanding of its workingProcessing language has come a long way. Starting from Bag of words , to Recurrent Neural networks to Long Short Term Memories, and afte...
sana.b17Dec 29, 20205 minBasic understanding of Decision TreesThe Decision tree algorithm is a powerful and popular predictive machine learning technique. It is a type of supervised learning algorith...
Mahitha KumarDec 28, 20204 minHow to pick the best ML model ?Machine learning models are built on training data and then predictions are done to address the business problems. There are many models ...
Namrata KapoorDec 27, 20204 minUnderstanding LSTMs In my last blog we discussed about shortcomings of RNN which had vanishing gradient problem, which results in not learning longer sequenc...
Mahitha KumarDec 27, 20201 minGDM QuestionnaireGestational diabetes is a type of diabetes that can be developed during pregnancy who dont already have diabetes. Every year 7-10% of all...
Namrata KapoorDec 22, 20205 minRecurrent Neural Network-Clear understanding on when to use whatThere is a quote which says “A sequence works in a way, a collection never can.”- George Murray In my last blog about NLP I had taken top...
Bhuvaneswari GopalanDec 22, 20204 minThe Five-Step Process of Data ScienceData science impacts our modern lives in far more ways than we may think. When we use Google search or Bing, we are using a sophisticated...
