Data and AI platform training

Trainings10,271Hand-checked69

10,271 trainings · 69 hand-checked

MongoDB training

MongoDB University · 221 trainings, 167 free · 29 retired kept

AcademyCompare

MongoDB University: free self-paced courses and learning paths, and instructor-led training.

Full catalog

Read Nov 2026
DatabasesFreeFastAPI and MongoDBA 20-minute beginner video on databases.since 2024Open ↗DatabasesFreeUsing Network Compression with the MongoDB NodeJS Driver (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeUsing Network Compression with the PyMongo Driver (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeUsing the Bulk API with the MongoDB NodeJS Driver (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeUsing the Bulk API with the MongoDB PyMongo Driver (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeMongoDB Shell Cheat SheetA 30-minute course on databases.since 2024Open ↗GenAI and LLMsFreeIntroduction to AI and Vector SearchA 30-minute beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeUsing Vector Search for Semantic SearchA 1.8-hour beginner course on generative AI and LLMs.since 2024Open ↗SQL and analyticsFreeAdvanced Queries with Atlas SearchA 3-hour beginner course on SQL, analytics and BI.since 2024Open ↗DatabasesFreeAnalyzers in Atlas SearchA 1.8-hour beginner course on databases.since 2024Open ↗DatabasesFreeAutocomplete with Atlas SearchA 1.5-hour beginner course on databases.since 2024Open ↗DatabasesPaidAssociate Data Modeler Practice QuestionsA 1-hour beginner exam prep course on databases.since 2024Open ↗DatabasesMongoDB Atlas Administrator Exam Study GuideAn exam prep course on databases.since 2024Open ↗DatabasesFreeData Modeler Exam Study GuideA 30-minute exam prep course on databases.since 2024Open ↗DatabasesFreeGetting Started With MongoDB Atlas (Lab Only)A 20-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeSchema Design Anti PatternsA 1-hour beginner course on databases.since 2024Open ↗DatabasesFreeComparison of Two Arrays (Lab Only)A 30-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeManaging Atlas Search IndexesA 45-minute beginner course on databases.since 2024Open ↗DatabasesFreeSchema Lifecycle ManagementA 1-hour beginner course on databases.since 2024Open ↗DatabasesFreeCalculating Percentiles from array entries (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeJoining array fields (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeMasking Sensitive Fields (Lab Only)A 1.1-hour beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeOne-to-One join with $lookup (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeRedacting sensitive data (Lab Only)A 25-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeSummarizing Arrays For First, Last, Minimum, Maximum & Average Values (Lab Only)A 25-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeBetter alternatives to a $project stage (Lab Only)A 25-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeFiltering a top subset (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeFinding distinct values (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeImproving Performance of $sort stages (Lab Only)A 30-minute beginner hands-on lab on databases.since 2024Open ↗DatabasesFreeLearning to group and summing items (Lab Only)A 15-minute beginner hands-on lab on databases.since 2024Open ↗Data engineeringFreeTransforming data with the $map and $reduce aggregation operators (Lab Only)A 25-minute beginner hands-on lab on data engineering.since 2024Open ↗DatabasesFreeUnderstand when and when not to use the $group blocking stage in combination with $unwind (Lab Only)A 25-minute beginner hands-on lab on databases.since 2024Open ↗StreamingFreeAtlas Stream ProcessingA 20-minute beginner video on streaming.since 2024Open ↗DatabasesIntro to Data Modeling (Webinar)A course on databases.since 2024Open ↗DatabasesFreeIntroduction to Atlas SearchA 2.3-hour beginner course on databases.since 2024Open ↗DatabasesFreeOnboarding with Customer SuccessA beginner learning path on databases.since 2023Open ↗DatabasesFreeAdvanced Schema Design PatternsA 2.8-hour beginner course on databases.since 2023Open ↗DatabasesFreeIntroduction to MongoDBA 15-hour beginner learning path on databases.since 2023Open ↗DatabasesFreeConnecting to MongoDB in PHPA 1-hour beginner course on databases.since 2023Open ↗DatabasesFreeIdentifying Database WorkloadsA 30-minute beginner course on databases.since 2023Open ↗DatabasesFreeModeling Data RelationshipsA 45-minute beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB Aggregation in PHPA 1-hour beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB Atlas AdministrationA 1-hour beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB Atlas Backup & RecoveryA 1-hour beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB Atlas SecurityA 2-hour beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB Atlas Upgrades & MaintenanceA 30-minute beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB CRUD Operations in PHPA 2-hour beginner course on databases.since 2023Open ↗DatabasesFreeMongoDB Database Administrator ToolsA 2.5-hour beginner course on databases.since 2023Open ↗SQL and analyticsFreeMongoDB Database Metrics & MonitoringA 1-hour beginner course on SQL, analytics and BI.since 2023Open ↗SQL and analyticsFreeMongoDB Indexes IIA 3-hour beginner course on SQL, analytics and BI.since 2023Open ↗
Training
FastAPI and MongoDBA 20-minute beginner video on databases.
Using Network Compression with the MongoDB NodeJS Driver (Lab Only)A 15-minute beginner hands-on lab on databases.
Using Network Compression with the PyMongo Driver (Lab Only)A 15-minute beginner hands-on lab on databases.
Using the Bulk API with the MongoDB NodeJS Driver (Lab Only)A 15-minute beginner hands-on lab on databases.
Using the Bulk API with the MongoDB PyMongo Driver (Lab Only)A 15-minute beginner hands-on lab on databases.
MongoDB Shell Cheat SheetA 30-minute course on databases.
Introduction to AI and Vector SearchA 30-minute beginner course on generative AI and LLMs.
Using Vector Search for Semantic SearchA 1.8-hour beginner course on generative AI and LLMs.
Advanced Queries with Atlas SearchA 3-hour beginner course on SQL, analytics and BI.
Analyzers in Atlas SearchA 1.8-hour beginner course on databases.
Autocomplete with Atlas SearchA 1.5-hour beginner course on databases.
Associate Data Modeler Practice QuestionsA 1-hour beginner exam prep course on databases.
MongoDB Atlas Administrator Exam Study GuideAn exam prep course on databases.
Data Modeler Exam Study GuideA 30-minute exam prep course on databases.
Getting Started With MongoDB Atlas (Lab Only)A 20-minute beginner hands-on lab on databases.
Schema Design Anti PatternsA 1-hour beginner course on databases.
Comparison of Two Arrays (Lab Only)A 30-minute beginner hands-on lab on databases.
Managing Atlas Search IndexesA 45-minute beginner course on databases.
Schema Lifecycle ManagementA 1-hour beginner course on databases.
Calculating Percentiles from array entries (Lab Only)A 15-minute beginner hands-on lab on databases.
Joining array fields (Lab Only)A 15-minute beginner hands-on lab on databases.
Masking Sensitive Fields (Lab Only)A 1.1-hour beginner hands-on lab on databases.
One-to-One join with $lookup (Lab Only)A 15-minute beginner hands-on lab on databases.
Redacting sensitive data (Lab Only)A 25-minute beginner hands-on lab on databases.
Summarizing Arrays For First, Last, Minimum, Maximum & Average Values (Lab Only)A 25-minute beginner hands-on lab on databases.
Better alternatives to a $project stage (Lab Only)A 25-minute beginner hands-on lab on databases.
Filtering a top subset (Lab Only)A 15-minute beginner hands-on lab on databases.
Finding distinct values (Lab Only)A 15-minute beginner hands-on lab on databases.
Improving Performance of $sort stages (Lab Only)A 30-minute beginner hands-on lab on databases.
Learning to group and summing items (Lab Only)A 15-minute beginner hands-on lab on databases.
Transforming data with the $map and $reduce aggregation operators (Lab Only)A 25-minute beginner hands-on lab on data engineering.
Understand when and when not to use the $group blocking stage in combination with $unwind (Lab Only)A 25-minute beginner hands-on lab on databases.
Atlas Stream ProcessingA 20-minute beginner video on streaming.
Intro to Data Modeling (Webinar)A course on databases.
Introduction to Atlas SearchA 2.3-hour beginner course on databases.
Onboarding with Customer SuccessA beginner learning path on databases.
Advanced Schema Design PatternsA 2.8-hour beginner course on databases.
Introduction to MongoDBA 15-hour beginner learning path on databases.
Connecting to MongoDB in PHPA 1-hour beginner course on databases.
Identifying Database WorkloadsA 30-minute beginner course on databases.
Modeling Data RelationshipsA 45-minute beginner course on databases.
MongoDB Aggregation in PHPA 1-hour beginner course on databases.
MongoDB Atlas AdministrationA 1-hour beginner course on databases.
MongoDB Atlas Backup & RecoveryA 1-hour beginner course on databases.
MongoDB Atlas SecurityA 2-hour beginner course on databases.
MongoDB Atlas Upgrades & MaintenanceA 30-minute beginner course on databases.
MongoDB CRUD Operations in PHPA 2-hour beginner course on databases.
MongoDB Database Administrator ToolsA 2.5-hour beginner course on databases.
MongoDB Database Metrics & MonitoringA 1-hour beginner course on SQL, analytics and BI.
MongoDB Indexes IIA 3-hour beginner course on SQL, analytics and BI.

Added and retired by year

YearAddedRetired
2026+320
2025+480
2024+551
2023+470
2022+4028
2021+30
2020+30
2019 or before+210
No earlier recordfirst read by Training, Sep 20261

194 first dates are MongoDB’s own; 26 come from the first Internet Archive copy of the page; 1 have no record before Training first read them. Retired counts items the archive saw that are no longer listed.

Courses tracked in detail

Generative AIFreeMongoDB GenAI DeveloperMongoDB University skills path covering Atlas Vector Search, RAG with MongoDB and AI agents with MongoDB.Self-paced · 2 hCourse →DatabasesFreeMongoDB Python Developer PathMongoDB University learning path on building Python applications with MongoDB, ending in the Associate Developer exam.Prepares for MongoDB Associate DeveloperSelf-paced · 20 hCourse →Generative AIPaidDA660: AI and Vector SearchMongoDB instructor-led workshop on vector search concepts and Atlas Vector Search, building an image search site.Instructor-led · 1 dayCourse →AI agentsNot statedDA680: Building AI Agents with MongoDBMongoDB instructor-led workshop on agent tools, memory, guardrails and evaluation with MongoDB as the data layer.Instructor-led · 1 dayCourse →
Course
MongoDB GenAI DeveloperMongoDB University skills path covering Atlas Vector Search, RAG with MongoDB and AI agents with MongoDB.FreeGenerative AI · 2 h
MongoDB Python Developer PathMongoDB University learning path on building Python applications with MongoDB, ending in the Associate Developer exam.FreeDatabases · 20 h · prepares for MongoDB Associate Developer
DA660: AI and Vector SearchMongoDB instructor-led workshop on vector search concepts and Atlas Vector Search, building an image search site.SubscriptionGenerative AI · 1 day
DA680: Building AI Agents with MongoDBMongoDB instructor-led workshop on agent tools, memory, guardrails and evaluation with MongoDB as the data layer.PaidAI agents · 1 day

Certifications these courses prepare for

Certification1 course, 1 freeMongoDB Associate DeveloperPrep courses →
CertificationCoursesFree
MongoDB Associate Developer11
About MongoDB training

MongoDB University: free self-paced courses and learning paths, and instructor-led training.

Full catalog read from learn.mongodb.com, last on Nov 4, 2026.