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Getting Hands-On with GPT Models: Tips and Tricks

Getting Hands-On with GPT Models: Tips and Tricks

49mAdvanced2025-07-11

Authors

Denys Linkov

Denys Linkov

Course details

In this course, Denys Linkov—the Head of ML at Wisedocs—dives into the world of enhanced productivity with advanced ChatGPT prompting techniques. Discover how to generate compelling content and improve daily workflows. Learn to leverage powerful methods like few-shot learning and chain of thought reasoning to bring clarity and precision to your tasks. Explore practical techniques for maximizing AI tools in both data and coding applications. Engage in hands-on examples to reinforce learning and elevate your generative AI skills. Whether you're aiming to optimize personal workflows or enhance professional productivity, this course equips you with actionable skills. Discover how these powerful techniques can transform your approach and effectiveness.

Learning objectives
Analyze the effectiveness of using GPT models to overcome writer's block and brainstorm ideas for a project.
Create a detailed itinerary for an event by iterating and incorporating feedback from GPT models.
Rewrite and improve existing content for clarity, formality, or other stylistic changes using GPT models.
Develop a complete marketing campaign, including flavor ideas, emails, and social media posts, leveraging iterations with GPT models.
Compare and contrast initial GPT models outputs and refine them through detailed feedback and additional prompts.
Apply chain-of-thought reasoning and few-shot learning to solve complex problems effectively with GPT models.
Translate and interpret code snippets between different programming languages using GPT models.
Compile and count data inputs efficiently using JavaScript code generated and validated by GPT models.
Construct test cases and debug code for correctness using GPT models as an assistant.
Generate structured data in JSON format and use it in practical applications provided by GPT models.

Skills covered

OpenAI APIChatGPTAPIsOpenAIAI Productivity ToolsGenerative AIArtificial Intelligence FoundationsArtificial Intelligence for BusinessArtificial Intelligence (AI)Business Software and ToolsSoftware DevelopmentOne-Off

Concepts

0. Introduction

  • 01 - Level up your ChatGPT skills
  • 02 - Configuring ChatGPT

1. Refresh Your Basic Prompting Practice

  • 03 - Brainstorming with GPT
  • 04 - Iterating with GPT
  • 05 - Improving writing with GPT
  • 06 - Challenge - Creating an ice cream advertisement
  • 07 - Solution - Creating an ice cream advertisement

2. Advance Your Prompts to Improve Results

  • 08 - An overview of OpenAI GPT and Reasoning Models
  • 09 - Improving prompting with examples and quotes
  • 10 - Using completion sequences and few shot
  • 11 - Using chain-of-thought reasoning
  • 12 - Challenge - Give GPT a tricky problem
  • 13 - Solution - Give GPT a tricky problem

3. Learn How to Code with ChatGPT

  • 14 - Interpreting code with ChatGPT
  • 15 - Generating code with ChatGPT
  • 16 - Editing code with ChatGPT
  • 17 - Formatting responses as JSON with ChatGPT
  • 18 - Challenge - Auto formatting an API call
  • 19 - Solution - Auto formatting an API call

Conclusion

  • 20 - Next steps

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