PinnedHarshMachine Learning ProjectIn this article, I try to perform a set of analysis on publicly available data set, and try to build an appropriate model to predict…10 min read·Jan 27, 2022----
HarshBasics of NLP: Text classification with Markov AssumptionText classification, also known as text categorization, is a fundamental task in natural language processing (NLP) that involves assigning…5 min read·May 8, 2023--1--1
HarshBasics of NLP : Word EmbeddingWord embeddings are numerical representations of words or phrases in a high-dimensional vector space, where the geometric relationships…5 min read·May 6, 2023----
HarshStemming and LemmatizationNatural Language Processing (NLP) is a branch of Artificial Intelligence (AI) that focuses on enabling machines to understand and interact…3 min read·May 4, 2023----
HarshExperiential Learning of practicum projects: A boon for emerging analystsI joined the MSBA program at UC Davis in Aug 2021, with a lot of preconceived notions of what constitutes being an analyst. In hindsight…3 min read·Apr 23, 2022----
HarshImportance of client contactThere are two significant stages of team building. The first is to form a rockstar team. Our practicum project here at the MSBA program of…3 min read·Feb 23, 2022----
HarshFeature Engineering TechniquesStandardization or Normalization of quantitative features is a standard step in a machine learning project. But, we seldom worry about what…6 min read·Feb 6, 2022--1--1
HarshApplication Lifecycle ManagementIn this article, I will briefly describe the process of application lifecycle management. I will also talk about the role analytics can…4 min read·Feb 4, 2022----
HarshMSBA Practicum team DynamicsIn this day and age where data rules the world, being a data analyst is like changing the world in the middle of a storm. The field is…5 min read·Jan 23, 2022----
HarshTime-series analysis — Part 2In the part 1 of this article series, I went over some basic methods of forecasting utilizing time-series data. In this article, we will…4 min read·Jan 20, 2022----