Build LLM-powered applications with LangChain. Create RAG systems, fine-tune models, build AI agents, and deploy AI APIs.
Student builds a text classifier that categorizes text into predefined categories, demonstrating basic machine learning skills using Python and Scikit-Learn.
Student fine-tunes a pre-trained language model using the OpenAI API and Hugging Face Transformers, showcasing understanding of transfer learning and language models.
Student builds an image classifier using PyTorch and Convolutional Neural Networks, demonstrating ability to work with deep learning frameworks and computer vision tasks.
Student develops a simple chatbot using LangChain and Python, demonstrating understanding of conversational AI and natural language processing.
Student builds a regression model to predict house prices and deploys it using FastAPI, showcasing skills in data preprocessing, model training, and API development.
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