Creating dashboards to interpret machine learning model

Explainer Dashboard(Source: By Author)

Nowadays, creating a machine learning model is easy because of different python libraries that are in the market like sklearn, lazypredict, etc. These libraries are easy to use and used to create different types of models along with different types of visualizations and finding out the model performance. …

Using Prophet for Forecasting Time Series Data

Time Series(Source: By Author)

Time series data consists of data points measured over a period of time, this period can be hours, days, weeks, months, etc. A basic example can be sales data of a company month over month. This helps in analyzing the trend over a period of time.

One of the most…

Using LIT for Creating Visual Interface for understanding NLP Based Machine Learning Model

LIT(Source: By Author)

NLP (Natural Language Processing) is a branch of Data Science that deals with understanding and analyzing text datasets, like analyzing the sentiments, creating a chatbot, recommendation engines, etc. It is one of the most advanced concepts of Artificial Intelligence.

With the advent of more and more algorithms and technology creating…

Using Pandas Tutor for Visualizing Transformation of DataFrame

Photo by David Pupaza on Unsplash

Pandas dataframe is one of the most used data structures in Python. It is a tabular format that has multiple functionalities that help in analyzing the data. Dataframes are supported by most Python libraries and are highly useful for data manipulation.

Pandas tutor helps us in analyzing the transformation of…

Using Manim for Creating Mathematical Animated Visualizations

Manim (Source: By Author)

Data Visualization helps in understanding hidden patterns in the data that cannot be visualized with naked eyes. It identifies the association between different data points, the correlation between different features, and the target variables. There are multiple Python libraries that can be used for creating visualizations.

Animated visualizations make it…

Himanshu Sharma

I write about my learnings in the field of Data Science, Visualization, Artificial Intelligence, etc.| Linkedin:

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