AWS Academy Machine Learning Foundations introduces students to the concepts and terminology of Artificial Intelligence and machine learning. By the end of this course, students will be able to select and apply machine learning services to resolve business problems. They will also be able to label, build, train, and deploy a custom machine learning model through a guided, hands-on approach.
Upon completion of this course, students will be able to:
Describe machine learning (ML)
Implement a machine learning pipeline using Amazon SageMaker
Use managed Amazon ML services for forecasting
Use managed Amazon ML services for computer vision
Use managed Amazon ML services for natural language processing
To ensure success in this course, students should have the following:
Completed AWS Academy Cloud Foundations (or another introductory cloud computing course)
Experience scripting with Python or equivalent
A basic understanding of statistics
This introductory course is intended for students interested in pursuing a career in data science, ML, and AI.
MODULE 1 | Welcome to AWS Academy Machine Learning Foundations
MODULE 2 | Introducing Machine Learning
MODULE 3 | Implementing a Machine Learning pipeline with Amazon SageMaker
MODULE 4 | Introducing Forecasting
MODULE 5 | Introducing Computer Vision
MODULE 6 | Introducing Natural Language Processing
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DAMELIN HET – Damelin (Pty) Ltd is registered with the Department of Higher Education and Training as a Private Higher Education Institution under the Higher Education Act No. 101 of 1997 and its higher education programmes are accredited by the Council on Higher Education (CHE). Registration Number: 2001/HE07/009. DAMELIN FET – Damelin (Pty) Ltd is provisionally registered with the Department of Higher Education and Training as a private college under the Continuing Education and Training Act No. 16 of 2006. Registration Certificate No: 2008/FE07/089. Damelin (Pty) Ltd is also provisionally accredited by Umalusi, the Quality Council for General and Further Education and Training. Damelin (Pty) Ltd is further accredited by the Quality Council for Trades and Occupations (QCTO)