Generative AI

By the end of this course, you will have a deep understanding of large language models, their capabilities, and how to leverage them to create impactful, high- performing AI systems tailored to real-world use cases. In particular, you will have the skills to design, build, and optimize generative AI solutions using state-of-the-art techniques, while ensuring their responsible and ethical application.

Course Starts

May 19, 2025

Estimated Time

8 Weeks

at 6 to 8 hours per week

Format

Online, self-paced

Complemented with live support from AI and our instructors

Price

USD 999 USD 499

Discounted for a limited time

Audience
Who is this course for?
Aspiring AI Developers
Programmers (software engineers and data scientists) looking to build products using Large Language Models, aiming to leverage generative AI effectively to develop useful and impactful applications.
Tech Product Managers
Technical Product Managers responsible for guiding their teams and product development, focused on understanding Large Language Models to address complex customer challenges and drive innovation.
Objectives
What will you get out of this course?

An understanding LLMs and their architecture, designing and applying use cases, optimizing performance, ensuring safety and ethical usage, and evaluating their effectiveness in real-world scenarios.

Understand what Large Language Models (LLMs) are, their strength and limitations, how they work, and how they are built.

Design solutions for high value use cases that are well-suited for Generative AI using practical design frameworks.

Develop generative AI solutions using the appropriate state of the art techniques (such as prompt engineering, retrieval augmented generation, and tool use).

Evaluate the performance of generative AI systems using the appropriate evaluations techniques and systems to ensure that they are performing to standard.

Optimize performance of generative AI systems through methods like prompt optimization, fine-tuning, and enhancing their ability to remember and plan effectively.

Mitigate risks by ensuring responsible application, safety and ethical use.

Content
What will the course cover?

We took every care to select and organize the course content to maximize value, empowerment, and ease of comprehension for our learners.

Questions
Frequently asked questions
General
Content
Payment

Have other questions? Please drop us a line at team@optima.io.

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Acquire the skills to extract answers to questions from data.
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