Source: https://code4startup.com/ai_bootcamp/The Complete AI Fast Track Bootcamp is an intensive online course designed for rapid acquisition of key skills in the field of artificial intelligence. It covers modern technologies, including large language models (LLM), generative AI, vector databases, LangChain, Hugging Face, Gemini Pro, and much more.
Course Structure
M01: Large Language Models (LLMs)
- Diving into the world of generative AI and next-generation language models.
M02: Prompt Engineering
- Acquiring skills for creating effective prompts for models such as GPT-4 and Claude.
M03: Ollama
- Working with open LLMs and customizing models for individual needs.
M04: Hugging Face
- Exploring the platform for hosting and interacting with advanced NLP models.
M05: Vector Databases
- Understanding text representation as numerical vectors and optimizing data storage and retrieval.
M06: Gemini Pro
- Studying the revolutionary Gemini technology and its application in projects.
M07: LangChain
- Using the framework to enhance LLM capabilities with external data sources and APIs.
M08: CrewAI
- Organizing interaction between AI agents to boost productivity.
M09: Custom GPT Models
- Overview of interesting custom GPT models created by developers and researchers.
M10: Function Calling and Assistants API
- Learning the basics of using Function Calling and Assistants API from OpenAI.
M11: Speech and Vision
- Applying AI to tasks of speech recognition and image processing, creating applications and virtual assistants.
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