Course Overview:

This course offers an in-depth understanding of Generative AI and its transformative impact on industries. Designed for professionals, the program covers core concepts, the workings of Large Language Models (LLMs), prompt engineering techniques, and hands-on experience with AI agents and generative tools. Participants will gain practical skills in AI deployment and ethical AI development, preparing them for future job roles influenced by AI.

Key Learning Outcomes:

By the end of this course, participants will be able to:

• Understand the fundamentals and evolution of Generative AI.
• Differentiate between traditional AI and Generative AI models.
• Work with Large Language Models (LLMs) like GPT-4, LLaMA, and others.
• Craft effective prompts to optimize AI outputs.
• Explore the latest AI trends and their impact on industry sectors.
• Design and deploy AI agents for real-world applications.
• Use leading AI tools for image and video generation.
• Apply best practices for ethical and responsible AI use.

Course Modules:

Module 1: Introduction to Generative AI
(Duration: 2 hours)

• Definition and significance of Generative AI
• Historical evolution of AI and neural networks
• Applications across industries
• Ethical considerations: bias, responsibility, and fairness

Module 2: Large Language Models (LLMs)
(Duration: 3 hours)

• Overview of LLMs and their mechanisms
• Introduction to key models like GPT-4, LLaMA3, and Gemini
• Training and fine-tuning LLMs
• Applications in natural language processing (NLP) and beyond
• Hands-on experimentation with APIs (OpenAI, Hugging Face, Runway)

Module 3: Prompt Engineering
(Duration: 3 hours)

• Introduction to prompt engineering
• Techniques for creating effective prompts
• Optimizing outputs for specific tasks
• Practical session: Designing and testing prompts

Module 4: Industry Trends and Jobs of the Future
(Duration: 3 hours)

• Generative AI’s influence across sectors like healthcare and finance
• Emerging AI trends (e.g., AI democratization, synthetic data)
• Future job roles and in-demand skills
• Discussion on AI’s long-term impact on the workforce

Module 5: AI Agents
(Duration: 3 hours)

• Understanding AI agents: reactive, proactive, and autonomous
• Building AI agents with frameworks like Rasa and Dialogflow
• Applications in customer service, healthcare, and more
• Hands-on session: Creating and deploying AI agents

Module 6: Hands-On Experience with Generative AI Tools
(Duration: 4 hours)

Module 7: Ethical Considerations and Best Practices
(Duration: 2 hours)

• Ethical implications of AI use
• Data privacy, security, and compliance (GDPR)
• Mitigating bias in AI models
• Establishing responsible AI guidelines

Module 8: Course Wrap-Up and Future Learning
(Duration: 2 hours)

• Summary of key concepts and skills
• Open discussion and Q&A session
• Resources for continued learning
• Awarding of completion certificates

Course Benefits:

• Industry-Relevant Skills: Gain practical knowledge and hands-on experience with AI tools and technologies used in the workplace.
• Hands-On Practice: Engage in real-world projects using cutting-edge AI tools for image and video generation.
• Career Advancement: Learn skills that are in high demand across multiple industries and position yourself for future job opportunities in AI.
• Ethical AI Expertise: Develop a strong understanding of responsible AI practices, data privacy, and bias mitigation.
• KHDA-Certified: Earn a KHDA-attested certificate, recognized by employers in Dubai and internationally.