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AI+ Prompt Engineer Level 1™ Self-Paced Learning - Load Testing
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Introduction
Course Introduction
Audio Book: Introduction AI+ Prompt Engineer Level 1
Module 1: Foundations of AI and Prompt Engineering
Module 1: Foundations of AI and Prompt Engineering
Audio Book: Foundations of Artificial Intelligence (AI) and Prompt Engineering
Podcast: Foundations of AI and Prompt Engineering
1.1 Brief History and Evolution of AI
1.2 AI’s Impact on Various Industries
Activity: Timeline
1.3 Key Milestones and Evolution of AI Techniques
1.4 Machine Learning: Supervised & Unsupervised
Activity: Drag and Drop
1.5 Basics of Deep Learning and Introduction to Neural Networks
1.6 Overview of NLP and AI NLP Applications
1.7 Definition and Priniciples of Prompt Engineering
Activity: Tab Activity
Activity: Knowledge Checks
Quiz
Module 2: Principles of Effective Prompting
Module 2: Principles of Effective Prompting
Audio Book: Principles of Effective Prompting
Podcast: Principles of Effective Prompting
2.1 Prompting Importance: Enhancing with Well-Crafted Prompts
2.2 Clear and Concise Prompts: The Role of Specificity
2.3 Impact of AI Response Formats on Utility
Activity: Scenario Activity
2.4 Context Setting: Clarifying Tasks and Outcomes
2.5 Assessing AI Responses: Common Output Issues
2.6 Breaking Down Tasks: Sequential Structuring in AI Prompting
2.7 Principles Overview: Applications & Tools
2.8 Identifying Prompt Failures and Hands on Activity
Activity: Accordion
Activity: Knowledge checks
Quiz
Module 3: Introduction to AI Tools and Models
Module 3: Introduction to AI Tools and Models
Audio Book: Introduction to AI Tools and Models
Podcast: Introduction to AI Tools and Models
3.1 Comparing Generative AI and Traditional Models
3.2 ChatGPT: Architecture, Capabilities, and Applications
3.3 Advancements and Practical Applications of GPT-4
Activity: Case Study
3.4 DALL-E 2: Introduction and Creative Applications
3.5 Claude-Instant-100k vs. DALL-E 3: A Comparison
3.6 StableDiffusionXL and Llama-2-70b-Groq: Overview and Applications
Activity: Knowledge Checks
3.7 Claude-2-100k, Mistral-Medium, and Gemini-Pro: Features and Strategy
3.8 Google-PaLM and Integrating Google Models
3.9 AI Models: Strengths, Weaknesses, and Selection Criteria
3.10 Designing Use Cases and Tailoring Selection to Needs
Activity: Pop up
3.11 Synthesis of Key Insights
Activity: Chronological Order
Activity: Knowledge Checks
Quiz
Module 4: Mastering Prompt Engineering Techniques
Module 4: Mastering Prompt Engineering Techniques
Audio Book: Mastering Prompt Engineering Techniques
Podcast: Mastering Prompt Engineering Techniques
4.1 Zero-Shot Learning and Designing Effective Prompts
4.2 Enhancing AI Understanding with Few-Shot Prompts
Activity: Tab Activity
4.3 Thinking Aloud and Chain-of-Thought Prompts
4.4 Promoting Internal Consistency and Self-Checking
Activity: Scenario Activity
4.5 Fostering Creativity through Innovative Prompt Crafting
4.6 Sequential Prompting and Applications of Prompt Chains
Activity: Drag And Drop Activity
4.7 Creative AI: Unlocking Multipath Solutions and Diverse Response
4.8 Augmenting AI with External Data for Better Quality
Activity: Multiple Response
4.9 Graphical Data in AI Prompting and Insight Generation
4.10 Practical Exercises and Cross-Industry Use Cases
4.11 Optional Exercises and Challenging Projects
Activity: Carousal
Activity: Knowledge Checks
Quiz
Module 5: Mastering Image Model Techniques
Module 5: Mastering Image Model Techniques
Audio Book: Mastering Image Model Techniques
Podcast: Mastering Image Model Techniques
5.1 Overview and Distinction of Generative Image Models
5.2 Principles of Visual Content Generation
Activity: Scenario Activity
5.3 Enhancing Image Quality with Practical Insights
5.4 Mastering Prompt Dynamics in Image Generation
5.5 Power of Weighted Terms in AI Image Generation
Activity: Tab Activity
5.6 Mastering Prompt Adjustments for AI Creativity
5.7 Prompt Rewriting in AI Image Generation: Case Studies
Activity: Problem Statement
5.8 Mastering Inpainting and Outpainting Technique
Activity: Drag And Drop Activity
5.9 Realistic Image Creation: Techniques for Lifelike Characters
5.10 Ensuring Consistency Across Characters
Activity: Sequence
5.11 Realistic Methods for Consistent Character Models
5.12 Real-World Applications and Opportunities of Image Models
Activity: Pop-up
Activity: Knowledge Checks
Quiz
Module 6: Project-Based Learning Session
Module 6: Project-Based Learning Session
Audio Book: Project-Based Learning Session
Podcast: Project-Based Learning Session
6.1 Project-Based Learning: Transforming AI Education
6.2 Choosing Relevant Themes
6.3 Theme Examples in AI Applications
Activity: Multiple Response
6.4 Project Structuring: Scope, Timeline, and Resources
6.5 Refinement of AI Strategies and Practical Applications
6.6 Unified Models: Integration Case Studies
Activity: Tab activity
6.7 Iterative Assessment for Project Outcome
6.8 Enhancing Presentations Through Feedback Insights
Activity: Flip Card
6.9 Walkthrough of a Guided Project
6.10 Encouragement for Independent Projects
Activity: Drag And Drop Activity
Activity: Knowledge Checks
Quiz
Module 7: Ethical Considerations and the Future of AI
Module 7: Ethical Considerations and the Future of AI
Audio Book: Ethical Considerations and Future of AI
Podcast: Ethical Considerations and the Future of AI
7.1 Ethics in AI and Prompt Engineering
7.2 Understanding AI Bias
Activity: Multiple Response
7.3 AI and Privacy: Ensuring Data Security
7.4 Need for Transparency and Enhancing Accountability
Activity: Pop-up
7.5 AI and the Environment: Driving Sustainability
7.6 Emerging AI Trends: The Evolving Role of Prompt Engineering
Activity: Case Study
7.7 Applying Ethical Principles: Exploring Implications
7.8 AI Regulations and Implications for Practitioners
Activity: Case study
7.9 Ethical Frameworks and Practices
Activity: Drop down
Activity: Knowledge Checks
Quiz
Additional Module - AI Agents For Prompt Engineer Level 1
AI Agents Prompt Engineer Level 1
Resources
AI+ Prompt Engineer Level 1 Blueprint
AI+ Prompt Engineer Level 1 Detailed Curriculum
AI+ Prompt Engineer Level 1 Tools
AI+ Prompt Engineer Level 1 Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Prompt Engineer Level 1 Examination
AI+ Prompt Engineer Level 1 Examination
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AI+ Prompt Engineer Level 1™ Self-Paced Learning - Load Testing
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