Introduction to Artificial Intelligence & Large Language Models (LLMs)
This training covers fundamental AI concepts, different types of AI, and an in-depth introduction to Large Language Models (LLMs), their architecture, capabilities, and limitations. Explores prompt engineering basics.
Pre-Requisite
- Basic programming logic (e.g., Python fundamentals)
- Familiarity with general computing concepts.
Course Outline
- 2 Sections
- 10 Lessons
- 2 Days
Expand all sectionsCollapse all sections
- DAY 1 - Introduction to AI & Machine Learning5
- DAY 2 - Understanding Large Language Models (LLMs)5
- 2.1LLM Architecture Overview (Transformers, Attention Mechanism – conceptual)
- 2.2LLM Capabilities (Text generation, summarization, translation, Q&A)
- 2.3LLM Limitations and Challenges (Hallucinations, context window)
- 2.4Introduction to Prompt Engineering (Basic techniques for effective LLM interaction)
- 2.5Hands-on: Interacting with an LLM via API (e.g., Gemini 2.0-flash playground)
About Us
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