Archives for Visualization

24 Apr

Bayesian data analysis and visualization with ParaMonte

The Bayesian approach is used to analyze the data and update the beliefs based on data. Monte Carlo Markov Chain is a method that stimulates high dimensional probability distribution for Bayesian inference.

26 Mar

How to visualize ML model’s performance using Scikit-Plot?

Yugesh Verma artificial intelligence

As the name suggests Scikit-plot is a package that helps us in the visualization process. Since visualization plays a crucial role in the life of data science processes we always need some libraries that can help us in making meaningful visualizations.

05 Feb

A complete tutorial on visualizing probability distributions in python

Yugesh Verma analytics

In mathematics, especially in probability theory and statistics, probability distribution represents the values of a variable that holds the probabilities of an experiment. In machine learning and data science, there is a huge use of probability distribution. In the context of machine learning, we are required to deal with a lot of data and the process of finding patterns in data acquires a lot of studies depending on the probability distribution.

25 Dec

A Complete Guide to SHAP – SHAPley Additive exPlanations for Practitioners

Yugesh Verma artificial intelligence

SHAP or SHAPley Additive exPlanations is a visualization tool that can be used for explaining the prediction of any model by computing the contribution of each feature to the prediction

25 Dec

A Complete Guide to SHAP – SHAPley Additive exPlanations for Practitioners

Yugesh Verma artificial intelligence

SHAP or SHAPley Additive exPlanations is a visualization tool that can be used for explaining the prediction of any model by computing the contribution of each feature to the prediction

11 Nov

How to Visualize Deep Learning Models using Visualkeras?

Yugesh Verma artificial intelligence

deep learning models are considered black-box models. It is not easy to understand how a defined model is functioning with the data. visualizing the deep learning models can help in improve interpretability.

13 Oct

Google Acquired Business Intelligence Platform Looker Partners With Tableau

Victor Dey analytics

Since its inception, Looker has built a platform aimed at application developers, enabling organizations to go beyond traditional reports and deliver data.

27 Aug

How to Visualize a Random Forest with Fitted Parameters?

Yugesh Verma artificial intelligence

the decision tree was an example of a black-box algorithm in any random forest, that we can access to know how it works.by visualizing trees in random forest we can know about the model

The post How to Visualize a Random Forest with Fitted Parameters? appeared first on Analytics India Magazine.

05 Aug

Guide To Mito – A Low Code Tool for Exploratory Data Analysis(EDA)

Yugesh Verma Automating EDA

Mito is an open-source python library. For creating interactive dashboards and graphs with the. Mito makes EDA faster.

The post Guide To Mito – A Low Code Tool for Exploratory Data Analysis(EDA) appeared first on Analytics India Magazine.

29 Jul

How To Create Interactive Public Dashboards And Storylines In Tableau?

Vijaysinh Lendave big data

An increase in data analytics and data integration has made way for more specialized visual analytical tools. Typically files like excel spreadsheets are very good with analytics and visualization, but it has limitations like it can not handle big data, which is our main concern. On the other hand, specialised software leverages easy operation on both static and dynamic data, computational speed, self-service function, and interactive visualization facilitate users to pull up a report or dashboard or storyline and freely deep dive to granular levels of information.

The post How To Create Interactive Public Dashboards And Storylines In Tableau? appeared first on Analytics India Magazine.

1 2 … 4 Next »