AI and Machine Learning Fundamentals on AWS
Core AI and machine learning concepts, the ML development lifecycle, and the AWS managed AI services that apply them.
AWS-111 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · AWS Certifications
Course content
- 1AI, machine learning and deep learningComing
- 2Supervised, unsupervised and reinforcement learningComing
- 3Data types and data preparationComing
- 4Training, validation and testingComing
- 5Evaluating models: accuracy, precision, recall and moreComing
- 6Bias, variance and overfittingComing
- 7The machine learning development lifecycleComing
- 8MLOps conceptsComing
- 9Amazon SageMaker AI at a glanceComing
- 10Managed AI services for language, vision and speechComing
- 11When machine learning is the wrong toolComing
- 12Case study: choosing an AI approach for a business problemComing
Description
Core AI and machine learning concepts, the ML development lifecycle, and the AWS managed AI services that apply them.