This course will give you a holistic understanding of the essentials of generative AI, prompt engineering, explainable AI, conversational AI, ChatGPT, and other LLMs.
The key learning objectives of this course are:
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Understand the fundamentals of generative AI models, including the working principles and various types of generative AI models
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Grasp the concept of explainable AI, recognize its significance, and identify different approaches to achieve explainability in AI systems
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Apply effective prompt engineering techniques to improve the performance and control the behavior of generative AI models
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Gain an understanding of ChatGPT, including its working mechanisms, notable features, and limitations
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Identify and explore diverse applications and use cases for ChatGPT
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Gain exposure to fine-tuning techniques to customize and optimize ChatGPT models
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Recognize the ethical challenges of generative AI models like ChatGPT to ensure responsible usage, mitigate bias, and prevent misuse
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Understand the potential of generative AI to revolutionize industries and explore prominent generative AI tools
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Gain insights into the future of generative AI, its challenges, and the necessary steps to unlock its full potential