Naive Bayes
Bayes’ Theorem and Its Building Blocks Basics of Probability First Understand the Basic Probability including Joint, marginal and conditional probability. Bayes’ Theorem: Naive Bayes’ Classifier Naive Bayes For Categorical Data
Data Science
Hypothesis Testing
With Inferential statistics we can make inferences about the population using the sample data. Now, these methods help us formulate a basic idea or conclusion about the population. However, you could not confirm the conclusions…
CRISP-DM Process
The model splits a data mining project into six phases and it allows for needing to go back and forth between different stages. 1. Business Understanding Understanding the business goal Situation assessment Translating the…
Machine Learning Vs Artificial Intelligence
Artificial Intelligence (AI) and Machine Learning (ML) are two extremely volatile topics in the intel market these days and are used frequently. Many people believe that they are quite the same things. The two paradigms could…
SQL Start to Finish
How to install MYSQL Server and MySQL Work Bench on Mac? 1. Install MySQL Server : https://dev.mysql.com/downloads/mysql/ (download DMG Archive file) 2. follow the installation and use legacy password option. You will notice that you…