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Learn the basics of Generative AI, from machine learning to advanced models
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Explore how large language models, neural networks, and diffusion models work
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Get practical experience through demos on image, text, and audio generation
Generative AI is transforming industries, and this course provides a solid foundation for beginners. You’ll start with the basics of artificial intelligence and machine learning, understanding how they enable generative models to create new data like text, images, and sound. The course explores the evolution of generative AI, its core tools, and the differences between traditional AI and generative approaches.
As you progress, you’ll delve into neural networks, the backbone of generative AI, and learn how they function using tools like Google Teachable Machine and TensorFlow Playground. The course also covers large language models (LLMs), including their architecture and how they generate human-like text. You'll gain hands-on experience with LLMs like ChatGPT and see how they can perform a variety of tasks, such as translation, summarization, and text generation.
Finally, the course introduces AI image and audio generation, demonstrating how models like DALL-E and GANs create visuals, and how AI can generate realistic speech, music, and video content. With demos, real-world examples, and prompt engineering tips, you’ll be equipped to work with generative AI tools in various applications, from marketing to content creation.
This course is designed for beginners curious about generative AI. No prior experience with AI is necessary, though a basic understanding of technology concepts is helpful. If you're interested in exploring how AI can create text, images, and audio, this course is the perfect starting point.
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Understand the principles behind generative AI and its real-world applications
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Work with neural networks and LLMs for text and image generation tasks
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Explore AI-based tools for creative content generation and problem-solving
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Learn how to fine-tune AI models for specific tasks
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Gain practical experience in using AI for marketing, content creation, and more
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Master prompt engineering techniques to optimize results from AI tools