18IT055: SGP-7th Semester


As a part of the 7th semester of the B.Tech Degree curriculum, We are supposed to make one Project. For that, I have tried Implemented One food RECIPE flutter application.


Today’s technological era has become a bridge that easily connects humans. Numerous human activities, varying from search…

Brain tumors, are the most common and aggressive disease, leading to a very short life expectancy in their highest grade. Thus, treatment planning is a key stage to improve the quality of life of patients. Generally, various image techniques such as Computed Tomography (CT), Magnetic Resonance Imaging (MRI)…etc

Especially, in…

Using image data, predict the gender and age range of an individual in Python. Test the data science model using your own image.

About Gender and Age Detection

Facial analysis from images has gained a lot of interest because it helps in several different problems like better ad targeting for customers, better content recommendation system…

Datasets include more features in the model that makes it more complex and overfit the data. Some features can be noise and potentially damage the model. By removing those features, the model generalizes better.

Iris database is used to perform this task in sklearn. datasets library

Importing all required libraries,

A Power BI report is a multi-perspective view of a dataset, with visuals that represent different findings and insights from that dataset. A report can have a single visual or pages full of visuals. Depending on your job role, you may be someone who designs reports.

For Creating reports, we…

A Power BI dashboard is a single page, often called a canvas, that tells a story through visualizations. Because it’s limited to one page, a well-designed dashboard contains only the highlights of that story. Readers can view related reports for the details.

Dashboard basics

The visualizations you see on the dashboard are…

Prepare data for analysis and Model data in Power BI.

Power BI is a business analytics service by Microsoft. It aims to provide interactive visualizations and business intelligence capabilities with an interface simple enough for end-users to create their own reports and dashboards.

Power BI provides cloud-based BI (business intelligence) services, known as “Power BI Services”, along with a desktop-based interface, called “Power BI Desktop”. It offers data warehouse capabilities including data preparation, data discovery, and interactive dashboards.


This blog is about data preprocessing using the Orange tool to explore Orange library in python and perform various data preprocessing tasks like Discretization, , Randomization, and Normalization on data with help of various Orange functions.

In the Orange tool canvas, take the Python script from the left panel and…

Neo4j is one of the popular Graph Databases and Cypher Query Language (CQL). Neo4j is written in Java Language. This tutorial explains the basics of Neo4j.

Neo4j stores and displays data in the form of a graph. In Neo4j, data is represented by nodes and relationships between those nodes.


Happy Makadiya

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