Exploring the Four Pillars of Analytics: A Guide to Descriptive, Diagnostic, Predictive, and…Now that you have learned the Mathematics for Data Science in Part 1, Part 2, and Part 3 and are ready to jump into real Data Science, it’s…13h ago13h ago
Mathematics for Data Science Part 3- CalculusCalculus is the branch of mathematics that studies how things change, and in data science, understanding and managing change is crucial…2d ago2d ago
Mathematics for Data Science Part 2- Probability & StatisticsIf you have read Part 1 of Mathematics for Data Science, you already know Probability and Statistics was one of my favourite subjects. I…6d ago6d ago
An Introduction to Hypothesis TestingHypothesis testing might sound like a technical chore filled with formulas and steps, but it’s not as intimidating as it seems. While the…Jan 2Jan 2
Conditional Probability & Bayes’ TheoremProbability may seem daunting at first, but the more you practice, the more fascinating it becomes. It’s one of those topics that grows on…Jan 2Jan 2
Central Limit Theorem(CLT) and Law of Large Numbers(LLN)If you’re here, you’re likely diving into my article on Mathematics for Data Science Part 2 or seeking a detailed understanding of two…Jan 2Jan 2
Mathematics for Data Science Part 1- Linear AlgebraWhile pursuing my Master’s in Mathematics, Linear Algebra was one subject that excited me the most — closely followed by Probability and…Dec 28, 2024Dec 28, 2024
The Right way to get started with Data ScienceWhen I was introduced to data science almost 7–8 years ago, there wasn’t abundance of information available online. It was easier to read…Dec 23, 2024Dec 23, 2024
