Data Science & AI
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Generative AI & LLMs
The Complete LLM Evaluation Bootcamp
A practical, project-based path to LLM Evaluation in Generative AI & LLMs
By Vikram Singh
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Intermediate
English
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What you'll learn
- Understand the core concepts of LLM Evaluation and how they fit together
- Build hands-on projects using LLM Evaluation that you can add to your portfolio
- Apply LLM Evaluation to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common LLM Evaluation mistakes
- Gain the confidence to use LLM Evaluation at work and in interviews
Skills you'll gain
LLM Evaluation
Practical Projects
Debugging
Best Practices
Problem Solving
Generative AI & LLMs
About this course
Learn LLM Evaluation the practical way. This Data Science & AI course focuses on doing: you'll work through real examples in Generative AI & LLMs, understand the why behind each technique, and finish with projects for your portfolio. Vikram Singh keeps things clear and example-led, so you build genuine, transferable skill. By the end you'll be ready to use LLM Evaluation confidently at work and in interviews.
Curriculum
Getting Started
- Welcome and what you'll build video · 13:00 ▶ Free preview
- LLM Evaluation in 10 minutes video · 14:00 ▶ Free preview
- Your first LLM Evaluation walkthrough video · 15:00
- Hands-on exercise video · 16:00
Core Concepts
- Common patterns in practice video · 08:00
- Building the project — part 1 video · 09:00
- Debugging and troubleshooting video · 10:00
- Performance and optimisation video · 11:00
- Testing your work video · 12:00
Hands-On Practice
- Performance and optimisation video · 15:00
- Testing your work video · 16:00
- Welcome and what you'll build video · 17:00
Building Real Projects
- Welcome and what you'll build video · 10:00
- LLM Evaluation in 10 minutes video · 11:00
- Your first LLM Evaluation walkthrough video · 12:00
- Hands-on exercise video · 13:00
Going Deeper
- Common patterns in practice video · 17:00
- Building the project — part 1 video · 06:00
- Debugging and troubleshooting video · 07:00
- Performance and optimisation video · 08:00
- Testing your work video · 09:00