Aditya LahiriinTowards Data ScienceA Better Approach To The GREVerbal Using PyViz, Jupyter & NetworkXYou have your GRE General Test in 10 days. The scores of this test will play a crucial role in deciding the graduate school you get…Nov 20, 2019Nov 20, 2019
Aditya LahiriinTowards Data ScienceLessons learned by a rookie data scientist from working in a real data team.Things that can only be learnt by doing at a scale and in a team.Jul 1, 20192Jul 1, 20192
Aditya LahiriinTowards Data ScienceDealing With Class Imbalanced Datasets For Classification.Skewed datasets are not uncommon. And they are tough to handle. Usual classification models and techniques often fail miserably when…Dec 15, 20183Dec 15, 20183
Aditya LahiriinTowards Data ScienceUsing Python’s Multiprocessing Module To Evaluate A Set of Algorithms Efficiently.Sometimes, your first intuition after seeing a dataset is to think of more than one algorithm that would probably work well on it. You…Sep 19, 20182Sep 19, 20182
Aditya LahiriinTowards Data ScienceUsing FastText And SVD To Visualise Word Embeddings InstantlyWhen I began with the basics of Natural Language Processing a while back, I was fascinated by the way in which words were represented as…Jul 22, 20171Jul 22, 20171
Aditya LahiriinTowards Data Science5 Machine Learning trivia that embody fluke, persistance & observation.I have been watching hour long video lectures, reading up books and scrolling through questions on stack exchange and there have been some…Jul 20, 20171Jul 20, 20171