More Projects by Mathew Manoj

Project 1: Stock Price Prediction Using LSTM Model

• Overview: Gathered Apple stock price data (2018-2023) and developed a 3-layer stacked LSTM model for accurate prediction.
• Key Metrics: Training loss: 0.0018, Test loss: 0.0021.
• GitHub Repository: Stock Price Prediction Using LSTM

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Project 2: K-Means Clustering on SAP Sales Data

• Overview: Conducted RFM analysis on SAP sales data using K-Means clustering and identified an optimal cluster count of 4.
• Performance: Achieved optimal clustering using silhouette scores.
• GitHub Repository: K-Means Clustering on SAP Data

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Project 3: Movie Recommender System

• Overview: A content-based recommendation system that suggests movies similar to a user-specified movie using movie metadata such as actors, directors, and genres.
• Project Website: Movie Recommender System
• GitHub Repository: Movie Recommender System Repository

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Project 4: Next Word Prediction with LSTM and GRU

• Overview: This project predicts the next word in a sequence of text using LSTM and GRU models, trained on Shakespeare’s Hamlet, and compares the performance of the two models.
• Project Website: Next Word Prediction with LSTM and GRU
• GitHub Repository: Next Word Prediction Repository