MongoDB and AI Fundamentals - ICT Academy Learnathon 2025
In this introduction to MongoDB and AI, you'll learn how to:
- Use the document model and deploy a MongoDB Atlas cluster.
- Model for workloads, design relationships, and validate schema.
- Perform CRUD operations in MongoDB.
- Use MongoDB Atlas Vector Search for AI-powered search experiences.
- How to build and optimize RAG applications using MongoDB.
Along the way you’ll earn 5 MongoDB Skill Badges to validate your expertise. These digital Credly badges can be easily shared on social media. Throughout the learning path you’ll watch videos and practice with hands-on labs.
To complete this learning path, you must do the following for each Skill Badge:
- Watch at least 50% of each video
- View at least 50% of all content
- Pass the Skill Check
Milestone
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Content
MongoDB Basics for Students
Required
Skill
| 1 HourView DetailsLearn database fundamentals, the document model, distributed database architecture, and how to deploy a MongoDB Atlas cluster.Relational to Document Model
Required
Skill
| MongoDB University1.25 Hours
View DetailsLearn to convert SQL or relational models to MongoDB's document model, design data relationships, and enforce schema validation. Enhance your ability to create efficient, well-structured applications with robust data models using MongoDB.CRUD Operations in MongoDB
Required
Skill
| 1.5 HoursView DetailsLearn to perform Create, Read, Update, and Delete (CRUD) operations using MongoDB.Vector Search Fundamentals
Required
Skill
| 1 HourView DetailsLearn how to leverage MongoDB Atlas Vector Search to build intelligent, AI-powered search experiences for applications. Explore indexing, embeddings, and retrieval strategies.RAG with MongoDB
Required
Skill
| 1 HourView DetailsDiscover how to build Retrieval-Augmented Generation (RAG) applications with MongoDB. Learn to integrate vector search, optimize retrieval workflows, and enhance LLM-powered apps.
