Introduction to MongoDB, AI, and Vector Search - ICT Academy Learnathon
In this learning path, you'll explore MongoDB Atlas, set up an account, and discover its tools and services. You'll learn about MongoDB's document model and flexible schema, followed by an introduction to AI fundamentals and Vector Search. Finally, you'll apply your knowledge by building a chatbot using the MongoDB Chatbot Framework.
MongoDB offers resources for students including $50 in Atlas credits and free certification. Check them out here!
To accurately track your progress, it is essential that you register for this course using the same email address you used to register for the ICT Academy Learnathon. For more information, please see our Student Guide.
Milestone
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Introduction to MongoDB, AI, and Vector Search
Getting Started with MongoDB Atlas (ICT Learnathon)
Required
Unit
| Camden Kirkland, Sarah Evans, Emily Pope1 Hour
View DetailsLearn about MongoDB Atlas, our multi-cloud developer data platform, its latest features, and how to deploy your first cluster.MongoDB and the Document Model (ICT Learnathon)
Required
Unit
| Parker Faucher, Rachelle Palmer, Julianna Chen, Emily Pope, Laura Gutierrez Munoz1.25 Hours
View DetailsWant to learn more about MongoDB and the document model? In this unit, you’ll learn how to manage MongoDB databases, collections, and documents.Introduction to AI and Vector Search (ICT Learnathon)
Required
Unit
| Parker Faucher, Katie Redmiles, Emily Pope, Vick Mena30 Minutes
View DetailsLearn about the foundations of AI and how Atlas Vector Search fits in.Atlas Vector Search: The Basics (ICT Learnathon)
Required
Learning Byte
| Henry Weller10 Minutes
View DetailsLearn what Atlas Vector Search is, how it’s different from other forms of search, and what you’ll need to get started using it!MongoDB Chatbot Framework (ICT Learnathon)
Required
Learning Byte
| Ben Perlmutter20 Minutes
View DetailsLearn how to use retrieval-augmented generation (RAG) to build your own AI chatbot with MongoDB's Chatbot Framework.MongoDB SQL Cheat Sheet
Elective
Microcourse
| MongoDB University10 Minutes
View DetailsA reference guide, complete with examples, of SQL statements and the corresponding MongoDB statements, along with SQL terminology and concepts and the corresponding MongoDB terminology and concepts.
