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Generative AI & LLMs
Vector Databases — Hands-On Projects
Learn Vector Databases by building real things, step by step
By Sneha Nair
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Intermediate
English
0 learners
What you'll learn
- Understand the core concepts of Vector Databases and how they fit together
- Build hands-on projects using Vector Databases that you can add to your portfolio
- Apply Vector Databases to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common Vector Databases mistakes
- Gain the confidence to use Vector Databases at work and in interviews
Skills you'll gain
Vector Databases
Practical Projects
Debugging
Best Practices
Problem Solving
Generative AI & LLMs
About this course
Want to get genuinely good at Vector Databases? This practical course in our Data Science & AI track takes you from the essentials to applied, real-world skills. You'll learn by building — not just watching — with downloadable resources and exercises throughout. Sneha Nair guides you step by step through Generative AI & LLMs, focusing on the skills employers actually look for. Finish ready to put Vector Databases on your resume and use it with confidence.
Curriculum
Getting Started
- Welcome and what you'll build video · 10:00 ▶ Free preview
- Vector Databases in 10 minutes video · 11:00 ▶ Free preview
- Your first Vector Databases walkthrough video · 12:00
- Hands-on exercise video · 13:00
Core Concepts
- 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
Hands-On Practice
- Performance and optimisation video · 12:00
- Testing your work video · 13:00
- Welcome and what you'll build video · 14:00
Building Real Projects
- Welcome and what you'll build video · 07:00
- Vector Databases in 10 minutes video · 08:00
- Your first Vector Databases walkthrough video · 09:00
- Hands-on exercise video · 10:00
Going Deeper
- Common patterns in practice video · 14:00
- Building the project — part 1 video · 15:00
- Debugging and troubleshooting video · 16:00
- Performance and optimisation video · 17:00
- Testing your work video · 06:00