AI Secrets of Prompt Engineering, Automation, Coding, Marketing , Advanced Topics Covered
Sub Category
- Other Office Productivity
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Objectives
- Introduction to Prompt Engineering , What is Prompt Engineering
- AI Key Terms Prompt(Instructions given to AI) Model(AI System Processing the prompt) LLM(AI Trained on vast Data) Token(Smallest Unit of AI Text Processing)
- How AI Models Work : Prediction , Learning & Limitations
- Types of AI Prompts : Instructional , Conversational & Role-Based
- Best Practices for Writing Effective Prompt : Be Specific , Give Context & Define Tone
- Common Mistakes in Prompt Engineering : Vague Prompts (too General)= Weak Answers Too Much (AI gets confused break it up) Ignoring (Refine and Retry Prompts)
- Testing and Refining Prompts : Test Versions (Small Tweaks Improve Answers) Add Details (AI Need Clear Instructions) Iterate(AI get Better with Refinement)
- Chain-of-Thought Prompting : Explain Steps (Force AI to explain step by step) Problem-Solving (Better for logical tasks) Useful(Good for Math and Reasoning)
- Zero-Shot (AI Guess Answer without Examples) versus Few-Shot Prompting (we give AI Examples for training , better and accurate Reponses)
- Role-Playing & Context Setting : Make AI an Expert (Doctor ,Teacher, Developer). Context Improves Responses. Useful for business, learning and Problem solving
- Multi-Step Prompts for Complex Tasks: Break big requests into smaller steps for better performance , AI is better with structured tasks
- Meta-Prompting for Recursive Self Improvements : iteratively refine AI-generated prompts , applications in autonomous AI optimization
- Neuro-symbolic Prompt-Integration (Symbolic Logic , Neural Networks , Hybrid Benefits)
- Adversarial Prompt Defense Mechanisms : Detection , Classification , Neutralization , Adaption Phases
- Hyperparameter Optimization for Prompts : Temperature Control , Top-k sampling , Top-p (Nucleus) Sampling, Repetition Penalties
- Cross-Modal Prompt Engineering : Text Modality , Visual Modality , Code Modality , Audio Modality
- Dynamic Context Window Management: Critical Info(Key context always retained) Recent Info(Near-term memory preserved) Background Info (Compressed for reference)
- Integrating AI into Business & Productivity: integrate into daily routine , Streamline emails , reports & Scheduling , save time and boost productivity
- Prompt Engineering for Coding & Automation : Code Generation(AI Writes & fix Code) Debugging(best with clear errors details) , (specify programming language)
- Key Use Cases for Prompt Engineering Optimization (Workflow across Industries, Real-World applications AI driven prompts , efficiency )
- AI Use Case: Research & Business Analysis : News Summarization , Academic Research , Business Reports
- AI Use Case: Customer Support & Legal (AI Chatbots , Email Writing , Legal and Compliance)
- AI Use Case: Human Resources & Software Development (HR & Recruitment , interview preparation (AI generate Questions)) , Coding & Debugging Writes and fix Code
- AI Use Case : E-Commerce & data Processing
- AI Use Case: Translation , Learning and Marketing
- AI Use Case: Security and Automation
- Ethical AI Prompting : Avoid Bias & Errors : Neutral Questions , Fast Check , Be Mindful
- The Future of AI & Prompt Engineering (Smarter AI , Valuable Skills , AI Assistance)
- How to Stay Ahead in AI & Prompt Engineering
- Final Thoughts & Next Steps in Prompt Engineering
- Final Challenge – Your AI Superpower!
Pre Requisites
- No prior experience with AI or programming is needed, but an eagerness to learn and exploring new technologies.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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