Among all the supervised machine learning algorithms, K Nearest Neighbour is the simplest and easiest to understand. It can be applied to both Regression and Classification problems. In this article, we will learn the intuition and mathematics behind the KNN algorithm in detail. You can learn about other machine learning algorithms from here. K-Nearest Neighbour …
K-Nearest Neighbor (KNN) Algorithm in Machine Learning Read More »
Probability Distribution is a statistical function using which the probability of occurrence of different values within a given range can be calculated. It is a function that gives the relative likelihood of occurrence of all possible outcomes of an experiment. Let’s consider a random event of throwing dice, it can return 6 possible values (1,2,3,4,5,6). …
Common Probability Distributions | Definition and Types of Probability Distribution Read More »
An interview is a venue where you can display your knowledge and get the job you have always dreamed about. Preparing yourself before the interview can make you confident. Data Science interview preparation seems a big deal. As there are so many topics to cover, one is likely to get nervous and confused about what …
How to Prepare for Data Science Interview: Important Topics and Top Tips Read More »
Data Science is the most demanding job across the world right now. As the amount of data is increasing, every business is trying to use machine learning for their growth. Data Science has wide applications in different domains like Healthcare, Retail, Finance, Manufacturing, Logistics, Supply Chain, etc. In this article, I will try to answer …
How to Become a Data Scientist in 2024 – Complete Roadmap Read More »