Saurav GuptaIs L2-Norm = Euclidean Distance?One of the concepts that can be a little confusing is the difference between Norms and Distances in Machine Learning. When do you call it…Feb 19, 2022Feb 19, 2022
Saurav GuptaStory Of Lagrange Multiplier.Lagrange Multipliers add necessary constraints to optimization problems in Machine Learning. Let us understand this concept with a story…Jan 31, 2022Jan 31, 2022
Saurav GuptaWhy Overfitting Leads To High Variance?A lot of people don’t understand the relationship between Overfitting and High Variance. Let’s explore the meaning of High Variance in the…Jan 22, 20222Jan 22, 20222
Saurav GuptaMatrix Multiplication is a different world.Ever wondered what happens when you multiply a vector to a matrix? What does a matrix represent? What do we get after the multiplication…Jan 15, 20221Jan 15, 20221
Saurav GuptaMeaning of P-Value in Hypothesis Testing.Whenever we conduct a hypothesis test, we try to conclude the outcome, and the way we do it requires the idea of a p-value. Let’s be real…Jan 8, 2022Jan 8, 2022
Saurav GuptaWhat really is an Equation of a Plane?What comes to your mind when you see an equation of a plane? How do you interpret it? It is a critical concept in Machine learning. I want…Dec 31, 2021Dec 31, 2021
Saurav GuptaFind Outliers Using Two Easy Methods.Outliers can negatively impact the performance of a model and cause poor judgment during Data Analysis. Here are two easy ways to reduce…Dec 27, 2021Dec 27, 2021
Saurav GuptaBayes Theorem Made EasyUnderstanding the Bayes Therom is very crucial for Machine learning algorithms and applied probability. Having an intuition about the…Dec 24, 2021Dec 24, 2021
Saurav GuptaData Analysis on Student’s Performance Dataset from Kaggle.Hello, let’s do some analysis on the Student’s Performance dataset to learn and explore the reasons which affect the marks scored by…Dec 20, 20211Dec 20, 20211