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9 Artificial Intelligence project ideas for students. Beginner to advanced projects for summer training, industrial training, and internships.
Project Ideas
Build a classifier that detects spam emails using Naive Bayes and TF-IDF features. Evaluate with precision, recall, and confusion matrix.
Build an image classifier for a custom dataset using a CNN. Train, evaluate, and display predictions with confidence scores.
Create a tool that analyzes sentiment of product reviews or tweets. Visualize sentiment distribution across categories.
Build a rule-based chatbot enhanced with ML intent classification. Train on custom intents and deploy as a web interface.
Build an object detection system using YOLO or SSD that identifies objects in images and video streams with bounding boxes.
Create a tool that summarizes long articles using extractive and abstractive methods. Compare approaches and evaluate with ROUGE scores.
Build a RAG system that answers questions from uploaded documents using embeddings, vector search, and LLM generation.
Train a reinforcement learning agent to play a game (Atari, Snake, or custom environment) using DQN or PPO algorithms.
Build a system that classifies medical images (X-rays, skin lesions) using transfer learning with explainability (Grad-CAM).
Build these projects with expert guidance
CodingClave's Artificial Intelligence (AI) programs in Lucknow include guided project building with code reviews, mentorship, and deployment support.
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