Sanghamitra DebIntro to NLP: Topic Modeling and Text CategorizationNatural Language Processing (NLP) is the basis of machine intelligence. NLP is the process of bringing structure to free form unstructured…Apr 5, 2022Apr 5, 2022
Sanghamitra DebDoes a PhD. prepare you for a Data Science career?Over the past few years Data Science has become very high paying and rewarding career choice for many technically skilled and adventurous…Jun 26, 20183Jun 26, 20183
Sanghamitra DebData Science at a glimpse …The term data science was coined and made popular a little more than half a decade ago. When I transitioned into the field in 2013 from…Jun 25, 2018Jun 25, 2018
Sanghamitra DebMachine learning Tricks.My first approach toward understanding Machine Learning was to do the online course from courseera by Professor Andrew Ng. It is a very…Mar 21, 2016Mar 21, 2016
Sanghamitra DebNaive Bayes vs Logistic RegressionToday I will look at a comparison between discriminative and generative models. I will be looking at the Naive Bayes classifier as the…Mar 21, 20166Mar 21, 20166
Sanghamitra DebAutomated Text Extraction from Medical Documents with Natural Language Processing: Rule Based.Reading and interpreting medical documents and combining them with external data sources is a necessary part of drug discovery. For example…Mar 21, 20164Mar 21, 20164