Kaustubh
- AI/ML & Data Science
Let’s talk about Clustering (Unsupervised Learning)
What is a cluster? Simple Definition: A collection of similar objects to each other. Slightly Complex Definition: A connected component…
Read More » - AI/ML & Data Science
Electricity Meets New Age Electricity (A.I)
This post is about ‘When 20th-century electricity meets 21st-century electricity, i.e., Artificial Intelligence. Andrew Ng has famously quoted. Artificial Intelligence…
Read More » - AI/ML & Data Science
Sentiment Analysis of a Crude Approach
A short write-up for quick and dirty sentiment classification and models. Pre-requisite PythonData with Labels Basic idea about what is…
Read More » - AI/ML & Data Science
Language-Independent Document Clustering
I explored a novel way of document clustering, which is language-independent. The crux is, that it applies to any text…
Read More » - DevOps
3V’s of Big Data
Volume, Variety & Velocity In the big data world, the data has a few properties if it is big data.…
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Types of Bias in Visualization
Visualizations have an imperative for conveying exact information to an audience it does not know. It carries the critical part…
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Data Cleaning: A primary step towards a data science project
After gathering data for a project, the next logical thing to do is clean and audit the data. Data cleaning…
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Derivation of a Data Science Project
Every data science project is like a derivation of formulas in mathematics. In a mathematical derivation, we start with the…
Read More » - AI/ML & Data Science
Correlation & Causation
Correlation does not imply causation. If you are in the data science field, you might have heard the quote quite…
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Importance of Data Visualization
Why is data visualization important or for that matter required? Data can be indecisive. The way we decide about data…
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