After doing these courses, I feel confident creating professional visualizations and dashboards
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Course Description
Maximize AI Applications Through Effective Prompt Engineering
ChatGPT is a powerful language model that can generate human-like text for different applications. However, it is only as good as the prompts you provide. You need to know how to write effective prompts, and this is where prompt engineering comes in. Prompt engineering is carefully designing and crafting prompts to elicit desired responses from language models. It's an essential skill needed to use language models to their full potential. In this course, you'll dive deep into the principles and best practices of prompt engineering.Take Your Prompt Engineering Skills To The Next Level
Prompt engineering is an emerging field that is essential in today's world. You'll learn to work with different prompts and select the ideal one for each task. Through practical exercises using the OpenAI API in Python, you'll gain hands-on experience crafting effective prompts specifically tailored for ChatGPT.Solve Real-World Business Problems
Once you master prompt engineering, every problem becomes "one prompt away" from being solved. By the end of this course, you'll have the skills and knowledge needed to write effective prompts for ChatGPT to solve various real-world problems and business applications.Feels like what you want to learn?
Start Course for FreeWhat you'll learn
- Assess system and role-playing prompt configurations to guide domain-specific chatbot behavior
- Differentiate among zero-shot, one-shot, few-shot, multi-step, chain-of-thought for varied task complexities
- Evaluate the effectiveness of prompt designs applied to business use cases such as text summarization, expansion, transformation, analysis, and code generation
- Identify core principles of crafting precise, high-quality prompts and explain how they influence large language model responses
- Recognize the purpose and impact of key OpenAI API parameters, including temperature and max_tokens, in controlling chat completions
Prerequisites
Curriculum
Course outline
1
Introduction to Prompt Engineering Best Practices
Master the art of crafting effective prompts, designing structured outputs, and implementing intelligent conditional prompts to revolutionize your applications. Delve into the core principles and best practices of prompt engineering for unparalleled success in artificial intelligence.
- Introduction to prompt engineering50 XP
- OpenAI API message roles100 XP
- Creating the get_response() function100 XP
- Exploring prompt engineering100 XP
- Key principles of prompt engineering50 XP
- Is this prompt effective?100 XP
- Using delimited prompts with f-strings100 XP
- Building specific and precise prompts100 XP
- Structured outputs and conditional prompts50 XP
- Generating a table100 XP
- Customizing output format100 XP
- Using conditional prompts100 XP
2
Advanced Prompt Engineering Strategies
Discover advanced techniques for prompt engineering, empowering you to design more effective and precise prompts for language models. Learn how to iteratively refine prompts through experimentation and analysis, ensuring more accurate and meaningful outputs.
3
Prompt Engineering for Business Applications
Dive into the strategic integration of prompt engineering techniques in real-world business applications. Uncover the art of tailoring language models to serve the dynamic needs of the business world, thereby driving innovation, streamlining operations, and enabling informed decisions in the rapidly evolving landscape of AI-powered business solutions.
4
Prompt Engineering for Chatbot Development
Explore the realm of chatbot development with effective prompt engineering strategies. Immerse yourself in the intricacies of system prompts, role-playing prompts, and the seamless integration of context, thus enabling your chatbots to engage users with heightened effectiveness and naturalness.
Prompt Engineering with the OpenAI API
Course
Complete
