Published inGeek CultureFeature Engineering in Machine LearningWhat is a feature?Apr 3, 2021Apr 3, 2021
Published inDataDrivenInvestorCross Validation- The key to consistencyIntroductionMar 29, 20211Mar 29, 20211
Published inAnalytics VidhyaA Guide to Hypothesis TestingHypothesis testing is a way of deriving insights from the plethora of data available to us. It encompasses the evaluation of a statement…Mar 23, 20211Mar 23, 20211
Handling Imbalanced DataIn Classification problems, we might often come across an imbalance in our dataset. What this means is that there is a significant…Mar 4, 2021Mar 4, 2021
Published inGeek CultureClassification and Regression Evaluation MetricsIt is extremely essential to prudently choose a performance metric while selecting a machine learning model. Not doing so would lead to…Mar 1, 2021Mar 1, 2021
Published inAnalytics Vidhya14 Areas you would never expect AI to conquerWe have often heard of the various uses of Artificial Intelligence in our quotidian lives. Whether it is providing economic benefits to…Feb 25, 20211Feb 25, 20211
Published inAnalytics VidhyaThe Hadoop EcosystemHadoop is a java-based big data analytics tool used to fill the voids and pitfalls in the traditional approach when there is voluminous…Feb 17, 20211Feb 17, 20211
Published inAnalytics VidhyaSocial Network Analysis in RWhether it is online network such as Linkedin and Twitter or an offline, more traditional network such as people living in a neighborhood…Feb 7, 20211Feb 7, 20211
Published inAnalytics VidhyaA Guide to Big Data AnalyticsWith more than 3.7 billion humans using the internet, over 40,000 Google searches every second, and 16 million text messages sent every…Feb 5, 20211Feb 5, 20211
Published inThe StartupUncertain Knowledge and ReasoningIn real life, it is not always possible to determine the state of the environment as it might not be clear. Due to partially observable or…Jan 24, 20211Jan 24, 20211