Data science

6 Fallacies of Data Mining

6 Fallacies of Data Mining

When I speak to beginner data analysts, I could hear few miss-beliefs about data mining tools. I am writing this article to debunk some data mining fallacies. Here are the list of six Data Mining...
What are different stages of Data Science work? A high-level overview of the process of data science.

What are different stages of Data Science work? A high-level overview of the process of data science.

In this article we will have high-level overview of the process of data science. We will look at different stages of data science work. The process of solving a data science problem is summarized in...
CRISP-DM and KDD methodology – a structured approach to planning a data analytics project.

CRISP-DM and KDD methodology – a structured approach to planning a data analytics project.

Machine learning, knowledge discovery from data and related areas experienced strong development in the 1990s. Both in academia and industry, the research on these topics was advancing quickly...
What is reproducible data science project?

What is reproducible data science project?

Think back your first chemistry or biology lab course. As you entered into a lab, what was the first thing that were taught? It was not Chemistry or Biology. For most of us, the first instruction in...
Why data science workflow requires programming?

Why data science workflow requires programming?

It is possible to do lot of data work using Excel, Tableau, or any other Business Intelligence tools that have graphical interfaces. These BI tools are known for taking any kind of data from almost...
What is the difference between Data Analytics and Business Analytics?

What is the difference between Data Analytics and Business Analytics?

Most Business Managers use Data Analytics and Business Analytics terms interchangeably. However, there is subtle difference between these terms and subtleties are based on the end usage of the...
What is Data Mining, and how is it used in Business?

What is Data Mining, and how is it used in Business?

Data mining is used to search for valuable information from vast amount of data collected over time. The information may be certain patterns or relationships that exists within a data. Businesses use...
What are different types of Data Science Roles?

What are different types of Data Science Roles?

Data science is the practice of using data to try to understand and solve real-world problems. If you’ve looked into the different areas of data science, you may be familiar with Drew Conway’s popular...
What is Data Science?

What is Data Science?

Without data, you’re just another person with an opinion – W. Edwards Deming, noted Statistician, Professor, Author, and Lecturer “The sexiest job of the 21st century.” Data scientist, a title...
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