Data Science
Projects
Dive into a curated collection of practical, beginner-to-advanced Data Science projects designed to boost your skills and portfolio. Each project comes with datasets, step-by-step guides, and source code, so you can learn, build, and customize them at your own pace. You can download projects to work on them locally or upload your own creations to share with the community. From machine learning models to real-world data analysis tasks, these projects are perfect for students, professionals, and enthusiasts looking to gain hands-on experience in Data Science.
Sign Language Detection.
This project uses deep learning to understand hand signs from sign language.
It analyzes images of hand gestures and identifies the matching letter or word.
A CNN (Convolutional Neural Network) learns the patterns and shapes in the signs.
The system can work in real time, detecting gestures from a live camera feed.
It helps bridge communication between sign language users and others.​
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Workflow:
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Data Collection & Preprocessing – Gather sign language gesture images, resize, normalize, and augment them.
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Model Building – Design a CNN with convolutional, pooling, and dense layers for feature extraction and classification.
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Training & Validation – Train the model on labeled gesture images, validate using accuracy and loss metrics.
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Real-time Detection – Integrate with a webcam using OpenCV for live gesture recognition.
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Output – Display the detected sign as text on the screen.
The Next Project.
The Description of the project:
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The workflow of the project:
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.CONTACT me in linkedin once you complete Your project
The Next Project.
The Description of the project:
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The workflow of the project:
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.
.
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.CONTACT me in linkedin once you complete Your project
The Next Project.
The Description of the project:
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.
.
.
​​
The workflow of the project:
.
.
.
.
.CONTACT me in linkedin once you complete Your project