The course is designed to give you practical experience with various NLP techniques and generative AI architectures. Lab sessions involve coding tasks such as implementing Bag-of-Words for text classification, creating sentiment analysis models, and applying LSTM and transformer architectures for text generation. You will primarily be working with established libraries like TensorFlow or PyTorch.