The Stack That Gets You Hired
his isn't just a list of tools. This is the production-ready stack you will learn to build, deploy, and manage. Get hands-on experience with the actual platforms and technologies companies are hiring for right now.
Featured Platform
AWS
AWS (Amazon Web Services)
Master the world's leading cloud platform. You'll get hands-on experience deploying on AWS Bedrock, Lambda, EC2, S3, and VPCs—the core services that power millions of applications.
Explore AWS Labs
MoreExplore AWS Labs
More 
Most Used in Labs
AI & ML Frameworks
LangChain
The essential framework for building AI agents. Learn to chain models, connect to data sources, and create autonomous agents.
AI & ML Frameworks
OpenAI API
Direct API access to GPT-4, GPT-3.5, DALL-E, and Whisper models for building powerful AI applications.
AI & ML Frameworks
Hugging Face
Access thousands of pre-trained models, datasets, and ML tools for NLP, computer vision, and more.
AI & ML Frameworks
TensorFlow
The end-to-end open-source platform for production machine learning. Learn to build and deploy deep learning models.
AI & ML Frameworks
PyTorch
A leading deep learning framework. Get hands-on experience training, testing, and deploying complex neural networks.
AI & ML Frameworks
LlamaIndex
A simple, flexible data framework for connecting custom data sources to your large language models.
AI & ML Frameworks
Container & Orchestration
Docker
The standard for containerization. Learn to package your code and dependencies into a single, portable container.
Container & Orchestration
Kubernetes
The industry-leading container orchestrator. Learn to deploy, scale, and manage containerized applications in production.
Container & Orchestration
Docker Compose
A simple tool for defining and running multi-container Docker applications with a single YAML file.
Container & Orchestration
Helm
The package manager for Kubernetes. Simplify how you find, share, and deploy applications on a K8s cluster.
Container & Orchestration
CI/CD & Automation
Jenkins
The leading open-source automation server. Learn to set up a classic CI/CD pipeline to build, test, and deploy your code.
CI/CD & Automation
GitHub Actions
Automate your entire workflow directly from your repository. Build, test, and deploy your code right from GitHub.
CI/CD & Automation
GitLab CI/CD
A complete DevOps platform. Use its powerful, integrated CI/CD capabilities to manage your entire software lifecycle.
CI/CD & Automation
Terraform
The #1 Infrastructure as Code (IaC) tool. Define and manage your entire cloud infrastructure (AWS, Azure, GCP) as code.
CI/CD & Automation
Ansible
A simple, agentless automation tool. Learn to automate configuration management, application deployment, and orchestration.
CI/CD & Automation
Databases
PostgreSQL
The world's most advanced open-source relational database. The top choice for reliable, complex applications.
Databases
MongoDB
The leading NoSQL document database. Build flexible, scalable applications for modern, unstructured data.
Databases
Redis
The high-performance, in-memory data store. Use it as a database, cache, or message broker for lightning-fast apps.
Databases
MySQL
The most popular open-source relational database. The reliable, proven workhorse for countless web applications.
Databases
Vector Databases
Pinecone
A fully managed vector database. The industry standard for building high-performance RAG and semantic search AI applications.
Vector Databases
Weaviate
An open-source, AI-native vector database that combines vector search with structured filtering for complex queries.
Vector Databases
Qdrant
A vector similarity search engine. Learn to deploy a high-performance, filterable vector database for your AI apps.
Vector Databases
Monitoring & Observability
Prometheus
The industry-standard for metrics and alerting. Learn to monitor your containerized systems and services like a pro.
Monitoring & Observability
Grafana
The open-source visualization dashboard. Connect to Prometheus and other data sources to create beautiful, actionable monitoring dashboards.
Monitoring & Observability
AWS CloudWatch
Amazon's native monitoring service. Learn to collect logs, track metrics, and set alarms to ensure your AWS apps are healthy.
Monitoring & Observability
Datadog
A leading observability platform. Get hands-on experience monitoring your full stack—from infrastructure to applications.
Monitoring & Observability
Programming Languages
Python
The primary language for AI/ML, data science, and backend automation. Master it to power your scripts and serverless functions.
Programming Languages
JavaScript/Node.js
The language of the web. Build full-stack applications, from a React frontend to serverless Node.js APIs.
Programming Languages
Go (Golang)
The language of cloud-native. Learn to write highly efficient, concurrent code for infrastructure tools and microservices.
Programming Languages
Development Tools
Git
The foundation of all modern software. Learn to manage your code, track changes, and collaborate with other developers.
Development Tools
GitHub
The world's largest development platform. Host your code, manage projects, and build your professional portfolio.
Development Tools
VS Code
The industry-standard code editor. Configure it for cloud and AI development to write and debug code efficiently.
Development Tools
Jupyter Notebooks
The interactive tool for data science and AI. Learn to experiment with models, test code, and document your findings.
Development Tools
Operating Systems
Don't See the Tech You Need?
Our curriculum is driven by industry demand and student feedback. If there's a tool or platform you need to learn for your career that isn't on this list, let us know.
Request a New Lab.
