what are the free tools for data analysis

We will cover two of them in this article. Most of the time goes for Data Cleaning, Exploratory Data Analysis, Data Processing, Statistical tests, etc.

We also visualized interpretable AI in feature importance, model analysis, and What-If analysis.īut those who have spent their time in Data Science know that Machine Learning is one of the minor parts of any Data Science project. In the first article, we performed some basic EDA/Dashboarding and then served end-to-end Machine Learning with the click of a mouse. End to End Time Series EDA and Forecasting.End-to-End AutoML and Model Explainability.If you have missed them, you can find them here. Previously, we saw how to use the CyberDeck platform to perform end-to-end Machine Learning and Time Series Forecasting (univariate and multivariate).

Otherwise, this article is not for you, and I suggest you don’t let it waste your time. If this scenario sounds familiar to you, then read on. When you plan the project, make necessary preparations and implement it, it’s simply too late. Whether you are a Data Scientist, Product Manager, Professor, or Advisor, check out this fact by Mckinsey, Gartner, and Venturebeat: “ 87% of Data Science projects fail.”Īnd do you know why? It’s simply too time-consuming. In this article, we will explore one of the best Data Analysis tools out there. Then you are indeed lacking your inventory of a powerful Data Analysis tool that can perform end-to-end Data Science. What is the actual problem of Data Analysis and Data Science?Īre you tired of writing hundreds of lines of code again and again? Are you tired of not being able to separate the wheat from the chaff? Tired of seeing Data Science projects fail due to too many dependencies and lack of communication between the different teams? Why do you need a free tool like CyberDeck again? 1.

What are the free tools for data analysis