CLS
Business Management

AI+ Prompting Fundamentals

AI+ Prompting Fundamentals course Prepares learners to build effective AI solutions across sectors

Total Duration
8 Hours
Level
Beginner
Category
Business Management
Partner
AI CERTs
About this course

About this course

AI+ Prompting Fundamentals course that creates a solid base in AI and prompting. The course starts by introducing learners to artificial intelligence before moving on to prompt creation, AI applications and models, advanced prompting techniques, image generation, and projects based application. Responsibility in AI is also addressed.

Target Audience

Business professionals willing to use Generative AI to make their job more efficient.
Marketing professionals wanting to create, enhance, and optimize their text and visual content with the help of AI.
Creative professionals willing to use AI for the creation of their visual content.
Team leaders wanting to analyze AI outputs and deploy efficient and responsible AI strategies within their organization.

Prerequisites

Understand basic AI concepts and how AI is used.

Course Outline

  • Introduction to Artificial Intelligence
  • History of AI
  • Machine Learning Basics
  • Deep Learning and Neural Networks
  • Natural Language Processing (NLP)
  • Prompt Engineering Fundamentals
  • Introduction to the Principles of Effective Prompting
  • Giving Directions
  • Formatting Responses
  • Providing Examples
  • Evaluating Response Quality
  • Dividing Labor
  • Applying the Five Principles
  • Fixing Failing Prompts
  • Understanding AI Tools and Models
  • Deep Dive into Chat GPT
  • Exploring GPT
  • Revolutionizing Art with DALL-E
  • Introduction to Emerging Tools using GPT
  • Specialized AI Models
  • Advanced AI Models
  • Google AI Innovations
  • Comparative Analysis of AI Tools
  • Practical Application Scenarios
  • Harnessing AI’s Potential
  • Zero-Shot Prompting
  • Few-Shot Prompting
  • Chain-of-Thought Prompting
  • Ensuring Self-Consistency in AI Responses
  • Generate Knowledge Prompting
  • Prompt Chaining
  • Tree of Thoughts: Exploring Multiple Solutions
  • Retrieval Augmented Generation
  • Graph Prompting and Advanced Data Interpretation
  • Application in Practice: Real-Life Scenarios
  • Practical Exercises
  • Introduction to Image Models
  • Understanding Image Generation
  • Style Modifiers and Quality Boosters in Image Generation
  • Advanced Prompt Engineering in AI Image Generation
  • Prompt Rewriting for Image Models
  • Image Modification Techniques: Inpainting and Out painting
  • Realistic Image Generation
  • Realistic Models and Consistent Characters
  • Practical Application of Image Model Techniques
  • Ethical and Legal Dimensions of AI-Generated Images
  • Introduction to Project-Based Learning in AI
  • Selecting a Project Theme
  • Project Planning and Design in AI
  • AI Implementation and Prompt Engineering
  • Integrating Text and Image Models
  • Evaluation and Integration in AI Projects
  • Engaging and Effective Project Presentation
  • Guided Project Example
  • Sample Projects and Evaluation Framework
  • Introduction to AI Ethics
  • Bias and Fairness in AI Models
  • Privacy and Data Security in AI
  • The Imperative for Transparency in AI Operations
  • Sustainable AI Development
  • Ethical Scenario Analysis in AI
  • Navigating AI Regulations and Governance
  • Regulatory Landscape for AI Practitioners
  • Ethical Frameworks and Guidelines in AI Development
  • Future of AI Governance and Responsible Innovation
Learning outcomes

What you'll learn

Core AI concepts including machine learning and deep learning
Creating effective prompts that will increase the relevancy of AI outputs.
Create AI projects using text and image generation models in business and creative applications.
Creating and implementing AI projects that involve prompting along with text and image models.
Following ethical guidelines concerning the biases and other ethical issues related to AI.

Skills you'll learn

9 skills
AI Fundamentals
Prompt Engineering
AI Tool Evaluation
Text Generation
Image Generation
Prompt Optimization
Zero-Shot Prompting
Responsible AI
AI Project Planning

Certificate

  • Attendance Certificate from CLS Learning Solutions 


AI+ Prompting Fundamentals

Potential Career Paths

Generative AI Specialist
Prompt Engineer
AI Content Specialist
Marketing Specialist
AI Creative Specialist