Machine Learning

Predicting Agricultural Land Suitability and Soil Quality: A Deep Learning Approach for Precision Agriculture

Deep learning models were developed to predict agricultural land suitability and soil quality for precision agriculture. TabTransformer achieved the highest accuracy (97.40%) on …

rayhan-ferdous-srejon
CSE 4138 : Soft Computing Lab featured image
Course Difficulty: Advanced

CSE 4138 : Soft Computing Lab

Soft computing covers fuzzy sets, artificial neural networks, probabilistic reasoning, genetic algorithms, and combined approaches for computing applications.

Prerequisites: Artificial Intelligence
CSE 3207 : Artificial Intelligence featured image
Course Difficulty: Intermediate

CSE 3207 : Artificial Intelligence

Covers AI concepts, knowledge representation, reasoning, organization, perception, knowledge-based systems, and basic machine learning algorithms.

DSE Stock Price Prediction using Hidden Markov Model

This work uses Hidden Markov Models (HMM) to predict next-day stock prices based on historical data, focusing on fractional price changes and intraday highs and lows. The Maximum a …

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Raihan Tanvir