AI & ML Concepts: History, real-world applications, generative AI tools (ChatGPT, DALL-E), and ethical foundations.
Sub Category
- Other IT & Software
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Objectives
- Define Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) clearly and concisely.
- Identify and differentiate between the major types of AI, including Narrow, General, and Super AI systems.
- Trace the historical milestones and key figures that shaped the development of modern Artificial Intelligence.
- Analyze the fundamental role of data, algorithms, and models in creating functional AI systems without needing to code.
- Master advanced prompt engineering techniques for effective communication with large language models (LLMs) like ChatGPT.
- Utilize practical generative AI tools (text, image, audio) for creative projects and enhancing professional productivity.
- Explain how recommendation systems and Natural Language Processing (NLP) work in everyday consumer applications.
- Evaluate the current capabilities, limitations, and potential weaknesses of commercially available AI applications.
- Discuss the critical ethical implications, biases, and regulatory challenges currently facing AI development.
- Formulate a personalized strategy for integrating non-coding AI tools into your daily professional workflow or studies.
- Understand fundamental concepts like neural networks and training data processes without relying on complex mathematical jargon.
Pre Requisites
- No prior experience in coding, programming, or advanced mathematics is required.
- Basic computer literacy and reliable internet access.
- A desire to understand the rapidly evolving field of Artificial Intelligence from a conceptual standpoint.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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