Bootcamps
Structured learning paths with tutorials, videos, and hands-on assignments
ML Fundamentals Bootcamp: Housing Price Prediction
Master the core concepts of machine learning by building a housing price prediction model from scratch. This bootcamp covers supervised and unsupervised learning, model evaluation, and practical implementation with scikit-learn and Python — all through a hands-on housing dataset scenario.
RAG Bootcamp: Legal Document Q&A System
Master Retrieval-Augmented Generation by building a legal document Q&A system from scratch. Across 12 video lessons with bilingual content (English + 中文), you'll ingest legal contracts, chunk and embed them, and deploy a production RAG pipeline that answers natural-language questions about your documents.
Palantir Hands-On Bootcamp: Property Maintenance Operations
Build an AI-powered property maintenance scheduling system from scratch using Palantir Foundry. In 15 hands-on lessons, culminating in a comprehensive capstone project, you will upload data, build pipelines, model an Ontology, create Workshop dashboards, deploy AIP agents, and tie it all together with predictive maintenance — covering the full Foundry stack with bilingual content (English + 中文).
Terraform Bootcamp: AWS Infrastructure for Web Apps & ML/AI
Build production-ready AWS infrastructure from scratch using Terraform. In 12 hands-on lessons, deploy a complete web application stack — VPC, EC2, RDS, S3, IAM — then extend it with ML/AI infrastructure including SageMaker, GPU instances, and model serving endpoints. Bilingual content (English + 中文). No prior Terraform or cloud experience required.