Generative AI Simplified: Build Real-World AI Applications

By the End of This Course, You Will Be Able To:

Core AI Concepts

• Understand Artificial Intelligence (AI) and Generative AI.

• Explain how they are different and how they are similar.

Key AI Techniques

• Learn Retrieval-Augmented Generation (RAG) and explain how it helps AI retrieve accurate information in real time.

• Understand what fine-tuning is, why it is used, and how it can tune AI for a specific task.

• Differentiate between RAG and Fine-Tuning, and know when to use each.

Develop Real-World AI Applications

• Develop an AI Translator application that translates both text and speech across different languages.

• Develop a Resume ATS Score application to optimize resumes for better compatibility with ATS systems and improve job matching.

Practical Use of Generative AI

• Use Generative AI in practical scenarios.

• Use the skills and knowledge from this course to build, deploy, and design real-life AI applications.

Hands-On AI Skills

• Practice hands-on experience with industry-leading tools and APIs to work with AI models and algorithms effectively.

• Build confidence in AI and generative models.

Creative and Problem-Solving Applications

• Understand how Generative AI techniques can be applied to a wide range of creative and problem-solving tasks.

Continuous Learning

• Empower yourself by continuing to learn and experiment with AI and further develop your skills.