machine-learning video for a biotechnology company is building a machine learning solution to predict the effectiveness of new drug compounds. The company
A biotechnology company is building a machine learning solution to predict the effectiveness of new drug compounds. The company stores its dataset of molecular simulations, totaling over 6 TB, in Amazon S3. The dataset contains CSV, Parquet, and JSON files. The preprocessing involves complex calculations and data transformations, including specialized scientific computations that can take hours to execute. The company needs to automate the entire workflow, from preprocessing to model training, while ensuring efficiency and scalability. Which solution will meet these requirements?