AI Prompt Engineering and RAG for Software Engineers

About this course

Learn everything you need to know about prompting as a Software Engineer with our comprehensive course on prompt engineering and RAG (Retrieval-Augmented Generation), and master the art of crafting precise, powerful queries that will transform your language model's performance. AI tools can make you a super software developer if you use them correctly. In this course, we will see the theoretical and practical aspects of how to craft special requests for AI in order to bypass its limitations. Why is this course relevant?

AI tools will automate many tasks in our day to day lives. The labour market will differentiate between the people using AI and the ones who don't, since the productivity gap between the two categories will deepen as the tools will become more sophisticated. With prompt engineering, you can position yourself ahead of the curve, gaining a competitive advantage in your professional and personal life. As AI becomes increasingly integrated into various industries, those who can effectively harness its capabilities will be highly sought after. This course will equip you with the necessary skills to excel in this evolving landscape.

What will you learn in this course?

Foundational Concepts: Understand the basics of AI, language models, and how they work, so you can have an informed approach to prompt engineering.

Prompt Engineering Techniques: Discover various strategies and techniques to craft effective prompts that maximize AI performance, including specificity, context, and iterative prompting.

Customization and Optimization: Learn how to fine-tune prompts to suit specific tasks, industries, or applications, and optimize them for desired outcomes.

RAG: Learn how to create retrieval-augmented generation tools with Llama and Gemini models.

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