Course Summary
With this training program, you’ll delve into the craft of generating prompts that produce precise and contextually relevant responses. Through the exploration of real-world case studies, you’ll see firsthand the profound impact of prompt engineering and be armed with pragmatic knowledge to handle any scenario. Gain invaluable hands-on experience with the OpenAI API, the engine behind effective prompt engineering. Immerse yourself in cutting-edge techniques and advanced concepts that challenge conventional wisdom, keeping you at the leading edge of this rapidly evolving discipline.
• Introduction to Prompt Engineering
• What is Prompt Engineering?
• Importance of Prompt Engineering
• Applications of Prompt Engineering
• Understanding Prompts
• Definition and Types of Prompts
• Components of a Prompt
• Understanding Prompt Context
• Problems and Challenges with Prompts
• Principles of Effective Prompt Engineering
• Eliciting Desired Response
• Eliciting Desired Response – Hands On
• Clarity and Specificity in Prompts
• Dealing with Ambiguity
• Handling Sensitive Topics and Content Safeguards
• Importance of Context in Prompt Design
• Prompt Strategies for Better Output
• Useful Prompt Templates
• Creating Effective Prompts
• Case Studies: Prompt Engineering Examples
• Step-by-Step Process of Creating Prompts
• Prompt engineering for Text Summarization
• Prompt engineering for Information Extraction
• Prompt engineering for Question Answering
• Prompt engineering for Text Classification
• Prompt engineering for Code Generation
• Prompt engineering for Reasoning
• Analyzing and Evaluating Prompt Performance
• Working with OpenAI API
• Overview of OpenAI API
• ChatGPT PlayGround
• How to setup ChatGPT add-on?
• Get started with ChatGPT in Google Docs
• Get started with ChatGPT in Google Sheets
• Data generation trick for ChatGPT in Google Sheets
• Advanced Prompt Engineering
• Harnessing the Power of System Messages and Instructions
• Dealing with Biases in Prompt Responses
• Mitigating Inappropriate or Unwanted Responses
• Engineering Prompts for Multilingual and Multicultural Contexts
• Building Iterative and Interactive Prompt Chains
• Future of Prompt Engineering and AI Conversations
• Evolution and Trends in AI Conversational Models
• Innovations and Opportunities in Prompt Engineering
• Challenges and Ethical Considerations in Prompt Engineering
• Working with other popular AI tools
• Bard
• Claude
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