Course Overview
As Artificial Intelligence continues to influence business, education, and creative industries, understanding how to effectively use ChatGPT and other Large Language Models (LLMs) has become increasingly important. This course provides participants with the foundational knowledge and practical skills required to apply AI tools in real-world environments.
Over five days, participants will explore the evolution of ChatGPT, the fundamentals of prompt engineering, and the integration of AI tools into modern workflows. The course also introduces key concepts in Natural Language Processing (NLP), experimentation with different LLM models, and the use of advanced tools such as LangChain Agents to improve AI performance and automation.
Through hands-on exercises and practical projects, attendees will learn how to create effective prompts, work with multiple LLM models, and troubleshoot common AI-related challenges. The course is designed for both technical and non-technical professionals seeking to confidently implement AI-powered solutions while understanding future trends and innovations in AI technology.
Agenda
Day — 1 Introduction to ChatGPT and Its Evolution
- Understanding ChatGPT, its evolution, capabilities, and impact across industries.
- Introduction to Natural Language Processing (NLP) and conversational AI technologies.
- Exploring real-world applications of ChatGPT in different sectors.
- Understanding Generative AI and transformer-based architecture.
- Overview of multimodal functions and AI applications.
Day — 2 Basics of Prompt Engineering
- Understanding the definition and importance of prompt engineering in AI interactions.
- Exploring different prompt engineering techniques and their impact on AI-generated responses.
- Introduction to few-shot and zero-shot learning techniques.
- Practical exercise on creating effective prompts using the ChatGPT interface.
- Strategies for designing prompts that achieve accurate and desired outcomes.
Day — 3 Experimenting with Different LLM Models
- Exploring various Large Language Models (LLMs) and their features, including ChatGPT, Google Gemini, and LLaMA 3.
- Understanding the differences between ChatGPT and open-source AI models.
- Introduction to fine-tuning techniques for optimizing LLM performance.
- Practical experimentation with different LLM models and AI tools.
- Methods for evaluating and comparing the performance of various LLM models.
Day — 4 OpenAI Assistance and LangChain Agents
- Exploring OpenAI features with a focus on custom function calls and automation capabilities.
- Understanding the purpose and core features of the LangChain framework.
- Identifying the role of LangChain Agents in workflow automation and optimization.
- Understanding LangChain line graph features and their practical applications.
- Practical exercise on integrating OpenAI Assistants and LangChain tools into workflows.
Day — 5 Advanced Techniques and Best Practices
- Exploring advanced techniques for optimizing prompts and improving response quality.
- Overview of troubleshooting and debugging methods for AI interactions.
- Discussing future trends and developments in AI and ChatGPT technologies.
- Practical exercises and projects for creating and testing prompts and AI assistants.
- Peer review sessions and feedback on exercises and project outcomes.
- Recap of key concepts, best practices, and course takeaways.
Learning Outcomes
At the end of the ChatGPT Basics: Foundational Skills for Effective Use course, participants will be able to:
- Understand the fundamentals and evolution of ChatGPT and its impact across various industries.
- Design and apply prompt engineering techniques to generate effective AI responses.
- Evaluate different LLM models, including their features and capabilities.
- Use the ChatGPT interface to solve problems and create AI-driven solutions.
- Understand the applications of OpenAI Assistants and LangChain Agents.
- Develop and implement simple conversational workflows based on business requirements.
Who Should Attend
This course is ideal for individuals looking to build foundational knowledge and practical skills in ChatGPT and AI technologies, including:
- Business Professionals
- Customer Service Managers
- Content Creators
- Entrepreneurs and Startups
- Students and Educators
- Project Managers