AI Engineering / Working with LLMs
Prompt Engineering
52 lessons in AI Engineering / Working with LLMs
- What Prompt Engineering Is and Why It MattersSlides / Video
- Controlling Response Length and DetailSlides / Video
- Common Prompting Mistakes to AvoidSlides / Video
- Accidental Example in Zero-ShotCode Quiz
- Temperature Out of RangeCode Quiz
- Vague Prompt With No ContextCode Quiz
- Contradictory Length and DetailCode Quiz
- Ambiguous Reference in PromptCode Quiz
- Parsing Unrequested JSONCode Quiz
- Contradictory Persona AssignmentCode Quiz
- Swapped System and User RolesCode Quiz
- Building a Basic PromptCode Quiz
- Broken Few-Shot ExamplesCode Quiz
- Delimiter Collides with ContentCode Quiz
- Iterating and Refining PromptsSlides / Video
- Using Delimiters to Separate Prompt SectionsSlides / Video
- System vs User PromptsSlides / Video
- Providing Context and Background InformationSlides / Video
- Specifying Output Format and StructureSlides / Video
- Assigning Roles or Personas to the ModelSlides / Video
- Few-Shot Prompting with ExamplesSlides / Video
- Zero-Shot PromptingSlides / Video
- Writing Clear and Specific InstructionsSlides / Video
- Breaking Tasks into StepsQuiz
- Few-Shot PromptingQuiz
- Zero-Shot PromptingQuiz
- Using DelimitersQuiz
- Providing ContextQuiz
- Specifying Output FormatQuiz
- Assigning a Role or PersonaQuiz
- Common Prompt MistakesQuiz
- Setting ConstraintsQuiz
- Iterating and Refining PromptsQuiz
- Think Step by StepQuiz
- What Prompt Engineering IsQuiz
- Anatomy of a Good PromptQuiz
- Being Clear and SpecificQuiz
- Common Prompting MistakesFlashcard
- Being Clear and SpecificFlashcard
- Role or Persona PromptingFlashcard
- Using DelimitersFlashcard
- Iterating and Refining PromptsFlashcard
- Breaking Tasks into StepsFlashcard
- What is Prompt EngineeringFlashcard
- Setting ConstraintsFlashcard
- Specifying Output FormatFlashcard
- Providing ContextFlashcard
- Few-Shot PromptingFlashcard
- Think Step by StepFlashcard
- Zero-Shot PromptingFlashcard
- Anatomy of a Good PromptFlashcard
- Anatomy of a PromptSlides / Video