Modulo 1: Welcome to AWS Academy Machine Learning Foundations
Modulo 2: Introducing Machine Learning
Modulo 3: Implementing a Machine Learning pipeline with Amazon SageMaker (7 laboratorios)
Formulation, ETL, Security, Evaluation, Feature Engineering, Training, Hosting, Accuracy, Hyperparameter and model tuning
Modulo 4: Forecasting
Overview, Processing Time Series Data, Using Amazon Forecast
Lab 4: Creating a forecast with Amazon Forecast
Modulo 5: Computer Vision
Image and Video Analysis, Preparing Custom Datasets for Computer Vision, Amazon Ground Truth, Amazon Rekognition
Lab 5: Facial Recognition
Module 6: Natural Language Processing
NLP Managed Services, Amazon Comprehend, Polly, Translate
Lab 6: Amazon Lex - Create a chatbot
16 horas sincrónicas + 8 de apoyo
Entrega y aprobación de 2 trabajos prácticos.