PinnedMachine 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…Jan 27, 2022Jan 27, 2022
Basics 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…May 8, 20231May 8, 20231
Basics of NLP : Word EmbeddingWord embeddings are numerical representations of words or phrases in a high-dimensional vector space, where the geometric relationships…May 6, 2023May 6, 2023
Stemming and LemmatizationNatural Language Processing (NLP) is a branch of Artificial Intelligence (AI) that focuses on enabling machines to understand and interact…May 4, 2023May 4, 2023
Experiential 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…Apr 23, 2022Apr 23, 2022
Importance 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…Feb 23, 2022Feb 23, 2022
Feature Engineering TechniquesStandardization or Normalization of quantitative features is a standard step in a machine learning project. But, we seldom worry about what…Feb 6, 20221Feb 6, 20221
Application Lifecycle ManagementIn this article, I will briefly describe the process of application lifecycle management. I will also talk about the role analytics can…Feb 4, 2022Feb 4, 2022
MSBA 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…Jan 23, 2022Jan 23, 2022
Time-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…Jan 20, 2022Jan 20, 2022
