Intermediate
The Complete Prompt Engineering
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Learn the strengths and weaknesses of ChatGPT, Midjourney, GitHub Copilot, Stable Diffusion & other major models.
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Recognize the "Five Principles of Prompting", as well as common tips & tricks for professional grade output.
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Apply what you’ve learned to generate new AI products in 15+ real-world projects for both text and image generation use cases.
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Understand the Python coding patterns and tooling you need to run and scale AI reliably in production, and start working as an AI Engineer.
Curriculum
- 8 Sections
- 32 Lessons
- 0 Quizzes
- 40h Duration
Understanding Major AI Models
4 Lessons0 Quizzes
- ChatGPT Strengths & Weaknesses
- Midjourney Overview & Use Cases
- GitHub Copilot Deep Dive
- Stable Diffusion Explained
Mastering the Five Principles of Prompting
4 Lessons0 Quizzes
- Principle 1: Contextual Understanding
- Principle 2: Specificity & Clarity
- Principle 3: Diversity & Creativity
- Principle 4: Feedback Loop Optimization
Tips & Tricks for Professional Output
4 Lessons0 Quizzes
- Optimizing Prompt Length & Complexity
- Utilizing Formatting & Special Tokens
- Leveraging Fine-tuning Techniques
- Handling Bias & Ethical Considerations
AI Product Generation in Real-world Projects
4 Lessons0 Quizzes
- Text Generation for Marketing Campaigns
- Image Captioning for Social Media Posts
- Code Completion for Software Development
- AI Chatbot Implementation for Customer Support
Python Coding Patterns for AI Reliability
4 Lessons0 Quizzes
- Data Preprocessing & Feature Engineering
- Model Training & Hyperparameter Tuning
- Deployment Strategies & Monitoring
- Scaling AI Workloads with Cloud Services
Transitioning to AI Engineering
4 Lessons0 Quizzes
- Understanding AI Engineering Roles & Responsibilities
- Building a Strong Portfolio & Online Presence
- Networking in the AI Community
- Preparing for AI Engineering Interviews
Final Projects Showcase & Feedback
4 Lessons0 Quizzes
- Text Generation Project Presentation
- Image Generation Project Showcase
- Code Completion Tool Demonstration
- AI Product Pitch & Feedback Session
Course Conclusion & Next Steps
4 Lessons0 Quizzes
- Reflecting on Learning Journey
- Setting Career Goals in AI Engineering
- Resources for Continuous Learning
- Guidance on Starting AI Engineering Career
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