Preparing Multimodal Data: Vision, Audio, and NLP Pipelines

Raw images, audio clips, and text are only valuable when transformed into formats that AI models can actually use. This intermediate course equips you with the hands-on skills to build multimodal data processing pipelines across three core data types — visual, audio, and language — and to evaluate the AI models trained on them. You will preprocess and enhance image data using normalization, color-space conversion, and quality correction techniques. You will extract motion features from video using optical flow and frame differencing. On the audio side, you will apply spectral and cepstral fea…