ML with Vertex AI - Text classification (Part 1 - Preparing data)

In this video, we will be preparing text data to create a single label text classification dataset in Vertex AI. This is the first video of a video series that teaches to do machine learning on Vertex AI Vertex AI documentation - Prepare data: https://cloud.google.com/vertex-ai/docs/text-data/classification/prepare-data Code : https://github.com/thushv89/tutorials_deeplearninghero/blob/master/vertex_ai/tutorial_deeplearninghero_vertex_ai_nlp_dataset.ipynb Chapters 0:00 Introduction and setup 0:51 Types of data in Vertex AI 1:38 Downloading and processing data in Colab 2:47 Vertex AI dataset format 3:28 Pydantic library 4:33 Splitting train, validation, test sets 5:19 jsonl format 5:38 Uploading data to GCS