Using natural language processing (NLP) and machine learning, you can make a robot. It could be a chatbot for customer service, a virtual teacher, or a chatbot for fun.
Build a system that offers movies, books, music, or products to users based on what they have liked and how they have behaved in the past. Collaboration-based filtering and methods based on material can be looked into.
Create a system that can recognize and convert handwritten text into digital text. This project can involve deep learning models and image processing.
Construct a voice recognition system that can convert spoken language to text or execute vocal commands. Using libraries such as SpeechRecognition, you can create a voice-controlled application.
Make an artificial intelligence for a game like chess, tic-tac-toe, or a simple video game. Use different AI methods, such as minimax, reinforcement learning, and Monte Carlo tree search.
Create an image classification model using deep learning frameworks like TensorFlow or PyTorch. You can classify objects, animals, or diseases in images.
Build a sentiment analysis tool capable of analyzing and categorizing text data as positive, negative, or neutral. This is applicable to social media comments as well as product reviews.
Make a tool that can translate speech or written words from one tongue to another. You can use neural machine translation methods.
Analyze social media data to gain insights into user behavior, trends, or sentiment. You can create a dashboard for social media analytics.