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Machine learning
The ML/DL category includes projects and concepts in supervised learning, neural networks, quantum ML, and data-driven simulations.


Fungi Classification
Introduction We’re tackling the problem of automatic fungi species identification from images. Fungal specimens display huge visual...
Chaitanya Singh
2 min read


Commodity Price Prediction
Data Loading and Cleanup We began with a seven‑column CSV tracking daily tomato prices by market, unit, and min/Max values. Since our...
Chaitanya Singh
2 min read


Stock price prediction
Data Import and Preparation We started by loading Microsoft’s daily closing prices, converting the date strings into real datetime...
Chaitanya Singh
2 min read


House Price Prediction
Generating Predictions on the Test Set With our linear regression model fitted to the training data, we now use it to predict median...
Chaitanya Singh
2 min read


Handwritten digit classification (DL)
Introduction In this tutorial we build a convolutional neural network that learns to recognize handwritten digits from a custom image...
Chaitanya Singh
2 min read
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