Data Mining

Data Understanding and Data Analysis. What’s the difference? CRISP DM What is CRISP DM? For Data Mining process, we usually use CRISP DM data mining process: Based on: https://www.datascience-pm.com/crisp-dm-2/ Data Mining process steps includes Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment. Business Understanding step – we need to…

Attributes, Variables, features, Columns, Observations, Rows, Dependent Variables, Independent Variables. What are they? When you first go into data science, you will hear terminologies or words like Attributes, Variables, Features, Columns, Observations, Rows, Dependent Variables, Independent Variables… What are they? They are confusing. For Data Mining process, we usually use…

What is the difference between prediction, classification, clustering? CRISP DM What is CRISP DM? For Data Mining process, we usually use CRISP DM data mining process: Based on: https://www.datascience-pm.com/crisp-dm-2/ Data Mining process steps includes Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment. Business Understanding step – we need to…

Written by Ankitha Venkata and Abdulrahman Idris Goal of Our Project Airbnb is a website where people can book vacation properties that are listed by different hosts based on availability, price, reviews, amenities, etc. …

Posted on February 19, 2023 In my previous post I set up a tool to ease the download of open datasets into a JupyterLite environment, which is a neat tool to perform simplish data wrangling without local installation. In this post we will put that tool to good use for…

Data mining classification is a process that involves the analysis of data to identify patterns and relationships. The objective of classification is to build a model that can be used to predict the class or category of new data instances based on their attributes or features. …

If you have ever been planning for gold you will know that it takes a lot of time and effort to find even a small nugget. It's estimated that to extract enough go to make a single gold ring you need to sort through around 26th tons of Rock and…

Data mining is the process of analyzing large datasets to discover patterns, relationships, and insights. Data mining techniques can be applied to a wide range of industries, including finance, healthcare, retail, and more. In this blog, I will provide an overview of data mining techniques and their applications. Data Mining Techniques Classification →…

We all use google in our everyday lives whether it be for educational or work purposes or for some entertainment side. Have you ever thought about how google works? What is the basic idea behind this famous search engine? …