Learning all about Artificial Intelligence, Machine Learning and Generative AI - Beginners friendly way
Sub Category
- Other IT & Software
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Objectives
- Basic of Artificial Intelligence , Machine Learning, Generative AI
- Understand AI Fundamentals
- Concept of machine learning and its relation to AI
- Supervised Learning, Unsupervised Learning & Reinforcement Learning in Machine Learning
- Types of Data - Labelled Data & Unlabelled Data
- Types of Data - Structured Data & Unstructured Data
- Stages in Machine Learning
- Overfitting & Underfitting
- Generative AI fundamentals
- what is Natural Language Processing?
- How Artificial Neural Network works?
- Foundation Models, Large Language Models, Diffusion Models
- Basic of Deep Learning
- Multi-modal Models
- Token and Embedding in AI
- Context Window of a model
- Knowledge Cutoff of a model
- Hallucination
- Grounding and RAG in AI
- All you need to know about Prompt Engineering
Pre Requisites
- Just the Interest to Learn
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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