PinnedAnupama GarlainTowards Data ScienceNMF — A visual explainer and Python ImplementationGain an intuition for the unsupervised learning algorithm that allows data scientists to extract topics from texts, photos, and more, and…Mar 17, 20216Mar 17, 20216
Anupama GarlaHow to data science without a relevant degreeRelevant resources and a tale of an architect turned data scientistMar 15, 2023Mar 15, 2023
Anupama GarlaI think this line of developing competency in the how to use an algorithm, when to use it, and how…Mar 18, 2021Mar 18, 2021
Anupama GarlainTowards Data ScienceComparing Inaugural Addresses: Democracy is to Dreams as Biden is to TrumpA Comparative Content Analysis using natural language processing tools.Feb 9, 2021Feb 9, 2021
Anupama GarlainTowards Data ScienceHow to make Word Clouds in Python that Don’t SuckA brief tutorial on making beautiful and meaningful word clouds in python.Feb 9, 20211Feb 9, 20211
Anupama GarlainTowards Data ScienceTF-IDF : A visual explainer and Python implementation on Presidential Inauguration SpeechesEver asked to explain TF-IDF to non-technical audiences? Here is a visual unpacking of TF-IDF (Term Frequency — Inverse Document…Feb 2, 20212Feb 2, 20212
Anupama GarlainTowards Data Science2020 Vision on a Data Science Bootcamp ExperienceOn the learning experience at Metis Bootcamp, Remote format — Pre, During, and PostApr 25, 2020Apr 25, 2020
Anupama GarlainTowards Data ScienceProspecting LA’s Backyard Houses with Machine LearningProject 5 of 5 conducted at the METIS Data Science Immersive tackling a business problem of my own makingApr 3, 2020Apr 3, 2020
Anupama GarlainTowards Data ScienceBuilding a Content-Based Children’s Book Recommender for ParentsA Solution for the Bed-time Story DebacleMar 5, 2020Mar 5, 2020