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…·14 min read·Mar 17, 2021--6--6
Anupama GarlaHow to data science without a relevant degreeRelevant resources and a tale of an architect turned data scientist·14 min read·Mar 15, 2023----
Anupama GarlaI think this line of developing competency in the how to use an algorithm, when to use it, and how…1 min read·Mar 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.·6 min read·Feb 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.·6 min read·Feb 9, 2021--1--1
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…·7 min read·Feb 2, 2021--2--2
Anupama GarlainTowards Data Science2020 Vision on a Data Science Bootcamp ExperienceOn the learning experience at Metis Bootcamp, Remote format — Pre, During, and Post·8 min read·Apr 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 making·6 min read·Apr 3, 2020----
Anupama GarlainTowards Data ScienceBuilding a Content-Based Children’s Book Recommender for ParentsA Solution for the Bed-time Story Debacle·5 min read·Mar 5, 2020----