Vector Databases — Hands-On Projects
Data Science & AI Generative AI & LLMs

Vector Databases — Hands-On Projects

Learn Vector Databases by building real things, step by step

By Sneha Nair 0.0 (0 ratings) 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