5 Practical Machine Learning Projects for Your Portfolio

Manikandan

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 1. Build Hybrid Models for Better Predictions

Blend algorithms like decision trees and neural networks for improved accuracy in tasks like fraud detection and healthcare diagnostics.

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 2. Create a Spotify Music Recommender

Use Spotify’s API and real-time data to design a personalized music suggestion system.

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 3. Fashion Recommendation with Image Analysis

Leverage computer vision to extract features and recommend styles using CNNs.

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 4. Generate Synthetic Data with AI Models

Develop GANs or VAEs to create realistic datasets for training and simulation.

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 5. Fine-Tune LLMs for Code Generation

Enhance LLMs with GitHub data to build powerful coding assistants.

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