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Overview
The Generative AI Engineer (Associate) course offers a foundational understanding of generative AI concepts and Alibaba Cloud technologies. Participants will explore the principles of generative AI, delve into machine learning and deep learning techniques, and gain hands-on experience with Alibaba Cloud’s AI services. This course is designed to equip learners with the skills to identify and describe appropriate generative AI services and solutions, playing a key role in their organization’s AI initiatives.
Objectives
By the end of this course, leaner will be able to:
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Understand the fundamentals of generative AI, including its development history and key concepts.
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Gain insights into machine learning, deep learning, and natural language processing techniques.
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Explore Alibaba Cloud’s generative AI offerings, such as Qwen and Model Studio.
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Learn about model training, optimization, and deployment strategies.
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Develop prompt engineering skills to interact effectively with generative models.
Prerequisites
This course is designed for beginners; no prior experience with generative AI or Alibaba Cloud is required.
Course Outline
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Introduction to generative AI concepts and mechanisms.
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Fundamentals of machine learning and deep learning.
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Exploration of natural language processing techniques.
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Understanding generative AI models, including encoder-decoders and GANs.
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Ethical considerations and responsible use of generative AI.
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Techniques for deploying generative AI applications using Alibaba Cloud services.
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Hands-on experience in setting up and managing AI applications.
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Developing effective prompts for AI model optimization.
