Course catalog

Artificial intelligence and machine learning

61

A/B Testing and Experimentation1 career pathPlanned
Agent Interoperability Protocols2 career paths
AI Agent Orchestration2 career paths
AI Agents1 career pathFree
AI Application Security1 career path
AI Governance and Compliance1 career path
AI Red Teaming4 career paths
Artificial Intelligence Fundamentals2 career paths
Batch Inference and Offline Scoring2 career pathsPlanned
CI/CD for Machine Learning2 career pathsPlanned
Claude Code7 career paths
OpenAI Codex CLI7 career paths
Computer Vision2 career paths
Context Engineering1 career path
Cursor7 career paths
Deep Learning Fundamentals2 career paths
Data and Model Versioning with DVC2 career pathsPlanned
Experimental Design1 career path
Explainable AI3 career paths
Feature Engineering2 career pathsFree
Feature Stores with Feast2 career pathsPlanned
Generative AI Operations1 career path
GitHub Copilot7 career paths
Goose7 career paths
KServe and Kubernetes Model Serving2 career pathsPlanned
Kubeflow Pipelines2 career pathsPlanned
Large Language Model Evaluation1 career path
Large Language Model Fine-Tuning1 career path
Large Language Model Training and Inference1 career path
LLM Foundations1 career path
Agent Loop Engineering1 career path
Machine Learning Fundamentals2 career paths
Machine Learning Frameworks2 career paths
ML Incident Response and Alerting2 career pathsPlanned
ML Observability Tooling2 career pathsPlanned
MLflow for Experiment Tracking and Model Registry1 career pathPlanned
MLOps Fundamentals2 career paths
Model Adaptation Strategies2 career paths
Model Context Protocol (MCP)4 career paths
Machine Learning Model Evaluation2 career paths
Machine Learning Model Monitoring2 career paths
Machine Learning Model Serving2 career paths
Natural Language Processing2 career paths
Neural Networks2 career paths
NVIDIA Triton Inference Server1 career pathPlanned
Probability and Statistics2 career paths
Prompt Engineering1 career path
PyTorch Fundamentals2 career paths
Recommender Systems2 career paths
Reinforcement Learning2 career paths
Responsible AI2 career paths
Retrieval-Augmented Generation1 career path
Statistical Drift Detection Methods2 career pathsPlanned
Streaming Feature Engineering2 career pathsPlanned
Supervised Learning2 career paths
TensorFlow Fundamentals2 career paths
Feature Engineering for Time Series2 career pathsPlanned
Transformer Models1 career path
Unsupervised Learning2 career paths
vLLM and LLM Inference Serving2 career pathsPlanned
Windsurf7 career paths

Web development

43

Accessibility Testing and Auditing2 career pathsPlanned
Angular Fundamentals2 career paths
ASP.NET Core Fundamentals2 career paths
Browser Fundamentals1 career pathFree
Collaborative Design Workflows in Figma1 career pathPlanned
Content Modeling and Taxonomy Design1 career pathPlanned
CSS2 career paths
Deno Fundamentals2 career paths
Design System Governance1 career pathPlanned
Design Systems2 career pathsFree
Design-to-Development Handoff2 career paths
Django Fundamentals2 career paths
FastAPI Fundamentals1 career path
Flask Fundamentals1 career pathPlanned
Frontend Performance Budgets and Tooling1 career pathPlanned
GraphQL Fundamentals1 career path
HTML1 career pathPlanned
Interaction Design1 career pathPlanned
Interaction Patterns and Micro-interactions1 career pathPlanned
Next.js Fundamentals2 career pathsPlanned
Node.js Fundamentals1 career pathPlanned
Nuxt Fundamentals2 career pathsPlanned
Progressive Web Applications1 career pathPlanned
Prototype Validation Sprints1 career pathPlanned
React Fundamentals2 career pathsPlanned
Redlining and Handoff Documentation Standards1 career pathPlanned
Responsive Web Design2 career pathsPlanned
Ruby on Rails Fundamentals1 career pathPlanned
Spring Boot Fundamentals1 career pathPlanned
Svelte Fundamentals2 career pathsPlanned
Usability Testing and Research Synthesis1 career pathPlanned
UX Design Tools1 career pathPlanned
UX Information Architecture1 career path
UX Prototyping1 career pathPlanned
UX Research1 career pathPlanned
Visual Design Fundamentals1 career path
Vue Fundamentals2 career pathsPlanned
Web Accessibility2 career pathsPlanned
Web Components1 career pathPlanned
Web Development Fundamentals2 career pathsPlanned
Web Performance1 career path
Web Security2 career paths
WebSockets and Server-Sent Events1 career pathPlanned

Windows and Microsoft infrastructure

17

Active Directory Administration1 career path
Active Directory Fundamentals2 career pathsFree
Active Directory Security2 career paths
Group Policy1 career pathPlanned
Microsoft 365 Administration1 career pathPlanned
Microsoft Entra ID1 career pathPlanned
Microsoft Exchange Online1 career pathPlanned
Microsoft Intune1 career pathPlanned
Microsoft Teams Administration1 career pathPlanned
PowerShell Automation1 career pathPlanned
PowerShell Fundamentals1 career pathPlanned
Windows Fundamentals2 career pathsPlanned
Windows Internals1 career pathPlanned
Windows Performance Analysis1 career path
Windows Security Hardening1 career pathPlanned
Windows Server Administration1 career pathPlanned
Windows Subsystem for Linux1 career pathPlanned

Data engineering and analytics

38

Advanced SQL for Analytics3 career pathsPlanned
Analytics Engineering1 career pathFree
Apache Airflow Fundamentals2 career paths
Apache Flink Fundamentals1 career path
Apache Spark Fundamentals2 career paths
Batch Data Processing2 career pathsFree
Business Intelligence Fundamentals2 career pathsFree
Cohort and Funnel Analysis1 career pathPlanned
Dagster Fundamentals1 career pathPlanned
Data Engineering Fundamentals3 career paths
Data Governance1 career path
Data Lakes and Lakehouses2 career paths
Data Lineage2 career paths
Data Modeling2 career paths
Data Programming1 career path
Data Quality2 career paths
Data Storytelling1 career path
Data Validation and Anomaly Detection2 career pathsPlanned
Data Visualization3 career pathsFree
Data Warehousing2 career paths
Data Wrangling3 career paths
Databricks Fundamentals3 career paths
dbt Fundamentals1 career path
Dimensional Modeling and Star Schema Design1 career pathPlanned
ETL and ELT2 career paths
Excel Power Query and Pivot Tables1 career pathPlanned
Executive Reporting and Dashboard Design2 career pathsPlanned
Exploratory Data Analysis3 career paths
Google Analytics and Product Analytics Fundamentals1 career pathPlanned
Looker and LookML2 career pathsPlanned
Power BI Fundamentals2 career pathsPlanned
Python for Analysis3 career paths
Semantic Layer and Metrics Standardization1 career pathPlanned
Snowflake Fundamentals1 career path
Spreadsheets for Data Analysis2 career paths
SQL Query Optimization for Analysts1 career pathPlanned
Stream Processing1 career path
Tableau Fundamentals2 career pathsPlanned

Engineering leadership and delivery management

40

Agile Software Development3 career pathsFree
Business Process Modeling1 career pathFree
Competitive Intelligence and Positioning1 career pathPlanned
Earned Value Management for IT Projects1 career pathPlanned
Engineering Coaching and Feedback1 career path
Engineering Levels and Promotion Calibration1 career pathPlanned
Engineering Management Fundamentals1 career pathPlanned
Engineering Metrics1 career path
Engineering Performance Management1 career path
Engineering Productivity1 career path
Engineering Team Health1 career path
Engineering Team Topologies1 career path
Gap Analysis and Process Improvement1 career pathPlanned
Hiring Software Engineers1 career path
Inclusive Hiring for Engineering Teams1 career pathPlanned
Kanban for Technology Teams2 career paths
Mentoring Engineers1 career path
Outcome-Based Roadmapping and OKRs1 career pathPlanned
Product Analytics Instrumentation1 career pathPlanned
Product Discovery1 career pathPlanned
Product Market Analysis1 career path
Product Metrics1 career pathPlanned
Product Prioritization1 career pathPlanned
Project Budgeting1 career path
Project Estimation and Scheduling Techniques1 career pathPlanned
Requirements Elicitation Techniques2 career pathsPlanned
Requirements Engineering3 career paths
Risk Registers and Contingency Planning1 career pathPlanned
Scrum Fundamentals3 career paths
Software Project Management2 career paths
Solution Evaluation1 career path
Specification and User Story Writing1 career pathPlanned
Team Facilitation1 career path
Technical Debt vs. Feature Prioritization1 career pathPlanned
Technical Decision-Making1 career path
Technical Leadership1 career path
Technical Strategy1 career path
Technology Risk Management1 career path
Technology Roadmapping1 career pathPlanned
User Acceptance Testing Planning1 career pathPlanned

Computer fundamentals

15

Algorithms Fundamentals1 career pathFree
Binary Data and Encoding
Boolean Logic
Command-Line Fundamentals
Computational Complexity
Computer Arithmetic
Computing Fundamentals
Concurrency Fundamentals
Data Structures Fundamentals1 career path
Distributed Computing Fundamentals
File Formats and SerializationPlanned
Regular ExpressionsPlanned
Text Encoding and UnicodePlanned
Time, Dates, and Time Zones
Version Control Fundamentals1 career pathPlanned

Mobile and client application development

11

Android Development Fundamentals1 career pathFree
Desktop Application Development1 career path
Electron Fundamentals1 career pathPlanned
Flutter Fundamentals1 career path
iOS Development Fundamentals1 career pathPlanned
Mobile Application Architecture1 career pathPlanned
Mobile Application Security1 career pathPlanned
Mobile Application Testing2 career pathsPlanned
Mobile Development Fundamentals1 career pathPlanned
Qt Fundamentals1 career pathPlanned
React Native Fundamentals1 career path

Infrastructure and operations

24

Ansible Fundamentals3 career paths
Bare-Metal Provisioning1 career path
Chef Fundamentals2 career paths
Configuration Management Fundamentals1 career path
Fleet Management1 career pathPlanned
Immutable Infrastructure2 career paths
Infrastructure as Code Fundamentals2 career paths
Infrastructure Capacity Planning1 career path
Infrastructure Operations Fundamentals1 career path
Infrastructure Performance Engineering1 career path
Infrastructure Security Hardening1 career pathPlanned
OpenTofu Fundamentals2 career paths
Packer Fundamentals1 career path
Patch Management1 career pathPlanned
Pulumi Fundamentals2 career paths
Puppet Enterprise1 career path
Puppet Fundamentals1 career path
Puppet Language1 career path
Puppet Module Design1 career path
Salt Fundamentals1 career path
Introduction to Swamp3 career pathsFree
Systems Administration1 career pathPlanned
Systems Troubleshooting3 career paths
Terraform Fundamentals2 career paths

Web servers, proxies, and traffic management

10

Distributed systems, messaging, and integration

24

Software engineering

40

API Design4 career pathsFree
Clean Architecture2 career paths
Code Review1 career path
Concurrent Programming2 career paths
Debugging Techniques2 career paths
Declarative Programming1 career path
Design Patterns2 career paths
Domain-Driven Design1 career path
End-to-End Testing3 career pathsPlanned
Error Handling1 career pathPlanned
Functional Programming1 career pathPlanned
Game Engine FundamentalsSeries1 career path
Gameplay ProgrammingSeries1 career pathPlanned
Real-Time Graphics ProgrammingSeries1 career pathPlanned
Game MathematicsSeries1 career pathPlanned
Game Design FundamentalsSeries1 career pathPlanned
Game Performance OptimizationSeries1 career pathPlanned
Multiplayer Game NetworkingSeries1 career path
Game Platform PublishingSeries1 career path
Integration Testing4 career pathsPlanned
Legacy Software Modernization1 career pathPlanned
Object-Oriented Programming1 career path
Open Source Software Development1 career path
Programming Fundamentals2 career paths
Property-Based Testing1 career pathPlanned
Refactoring1 career pathPlanned
SDK Design1 career pathPlanned
Software Architecture Fundamentals2 career paths
Software Design Principles1 career path
Software Documentation1 career path
Software Engineering Fundamentals1 career path
Software Internationalization and Localization1 career path
Software Licensing1 career pathPlanned
Software Testing Fundamentals3 career paths
System Design Fundamentals2 career paths
Test Automation3 career paths
Test-Driven Development3 career pathsPlanned
Test Strategy2 career paths
Unit and Integration Testing3 career paths
Unit Testing3 career paths

Technical communication and collaboration

25

API Documentation1 career pathFree
Blameless Engineering Culture2 career paths
Community Platform and Forum Management1 career pathPlanned
Developer Blogging and Video Content1 career pathPlanned
Developer Code Samples2 career pathsFree
Developer Community Building1 career path
Developer Education1 career path
Developer Feedback Programs1 career path
Diagramming Technical Systems2 career paths
Documentation as Code1 career path
Documentation Content Strategy1 career path
Documentation Publishing Tools1 career pathPlanned
Documentation Review Workflows1 career pathPlanned
Feedback Triage and Product Routing1 career pathPlanned
Information Design for Technical Content1 career path
Live Coding and Demo Delivery1 career pathPlanned
Remote Collaboration for Technology Teams1 career path
Runbook Writing2 career paths
Samples Repository Management1 career pathPlanned
Stakeholder Mapping and Influence5 career pathsPlanned
Technical Editing1 career path
Technical Presentations1 career pathPlanned
Technical Stakeholder Communication5 career paths
Technical Writing2 career paths
Workshop and Lab Facilitation1 career pathPlanned

Offensive security and application security

23

API Security3 career paths
Application Security Fundamentals2 career pathsFree
Cloud Penetration Testing2 career paths
DevSecOps Fundamentals3 career paths
Dynamic Application Security Testing1 career path
Ethical Hacking Fundamentals1 career path
Mobile Application Penetration Testing2 career paths
Network Penetration Testing1 career pathPlanned
Offensive Security Scripting and Tooling1 career pathPlanned
OWASP Top 104 career paths
Penetration Testing Fundamentals1 career pathPlanned
Reconnaissance and OSINT1 career pathPlanned
Red Team Operations1 career path
Runtime Application Security1 career pathPlanned
Secure Coding1 career pathPlanned
Secure Software Development Lifecycle1 career path
Security Testing1 career pathPlanned
Smart Contract SecuritySeries1 career pathPlanned
Social Engineering Assessments1 career pathPlanned
Social Engineering Defense1 career pathPlanned
Software Composition Analysis1 career path
Static Application Security Testing1 career path
Web Application Penetration Testing1 career pathPlanned

Linux

23

AppArmor1 career path
Bash2 career paths
Debian Administration1 career path
Linux Command Line1 career path
Linux File Systems1 career pathPlanned
Linux Fundamentals1 career path
Linux Kernel Debugging1 career path
Linux Kernel Fundamentals1 career pathPlanned
Linux Namespaces and Control Groups1 career pathPlanned
Linux Networking1 career path
Linux Package Management1 career path
Linux Performance Tuning1 career pathPlanned
Linux Process Management1 career pathPlanned
Linux Security Hardening1 career path
Linux Shell Scripting2 career pathsPlanned
Linux Storage1 career path
Linux System Administration1 career path
Linux Users, Groups, and Permissions1 career pathPlanned
Red Hat Enterprise Linux1 career pathPlanned
SELinux1 career pathPlanned
SUSE Linux Enterprise1 career path
systemd Fundamentals1 career pathPlanned
Ubuntu Server1 career pathPlanned

Enterprise architecture and integration

12

Observability and performance

14

Application Performance Monitoring3 career paths
Distributed Tracing3 career paths
eBPF Observability1 career pathPlanned
Elastic Stack Observability1 career path
Grafana Fundamentals1 career path
Load Testing1 career path
Logging Fundamentals2 career paths
Metrics Fundamentals2 career paths
Observability FundamentalsSeries5 career pathsFree
Performance Testing1 career pathPlanned
Software Profiling1 career pathPlanned
Real User Monitoring1 career path
Splunk Fundamentals1 career path
Synthetic Monitoring1 career path

Cloud native tools and technologies

57

Computer architecture and hardware

24

ARM Architecture1 career path
Computer Architecture Fundamentals1 career path
Computer Hardware Fundamentals1 career pathPlanned
CPU Architecture1 career path
Data Center Hardware1 career path
Edge-to-Cloud IoT Architecture1 career path
Embedded Debugging and Instrumentation1 career pathPlanned
Embedded Hardware Interfaces1 career path
Embedded Systems Fundamentals1 career pathPlanned
Firmware, BIOS, and UEFI1 career pathPlanned
GPU Architecture1 career pathPlanned
Hardware Troubleshooting1 career pathPlanned
Internet of Things Fundamentals1 career path
IoT Connectivity Protocols1 career pathPlanned
IoT Device Security1 career path
IoT Over-the-Air Updates1 career pathPlanned
Memory Hierarchy1 career pathPlanned
Microcontroller Programming1 career pathPlanned
PCI Express1 career pathPlanned
Real-Time Operating Systems1 career pathPlanned
Server Hardware1 career path
Storage Hardware1 career pathPlanned
Trusted Platform Modules1 career pathPlanned
x86-64 Architecture1 career pathPlanned

DevOps and software delivery

20

Software supply chain security

10

Programming languages

23

Assembly Language Fundamentals1 career path
C Programming2 career pathsFree
C++ Programming2 career paths
C# Programming2 career paths
Dart Fundamentals2 career paths
Elixir Fundamentals2 career paths
Go Fundamentals2 career paths
Haskell Fundamentals1 career path
Java Fundamentals2 career paths
JavaScript Fundamentals3 career pathsPlanned
Kotlin Fundamentals2 career paths
Lua Fundamentals1 career path
MATLAB Fundamentals1 career path
PHP Fundamentals2 career paths
Python Application Development2 career pathsPlanned
Python Fundamentals2 career paths
R Programming1 career path
Ruby Fundamentals1 career pathPlanned
Rust Fundamentals3 career pathsPlanned
Scala Fundamentals1 career pathPlanned
SQL Fundamentals8 career paths
Swift Fundamentals2 career pathsPlanned
TypeScript Fundamentals2 career paths

Defensive security and security operations

21

Attack Surface Management2 career paths
Data Loss Prevention2 career paths
Denial-of-Service Defense2 career paths
Digital Forensics1 career path
Email Security2 career paths
Endpoint Detection and Response2 career pathsPlanned
Firewalls2 career pathsPlanned
Security Incident Response1 career path
Intrusion Detection and Prevention2 career pathsPlanned
Malware Analysis Fundamentals2 career pathsPlanned
Network Detection and Response2 career paths
Network Security3 career paths
Ransomware Defense2 career paths
Security Information and Event Management2 career pathsPlanned
Security Monitoring1 career pathPlanned
Security Operations Fundamentals2 career pathsPlanned
Security Orchestration, Automation, and Response2 career paths
Security Patch Management1 career pathPlanned
Threat Hunting2 career pathsPlanned
Threat Intelligence1 career path
Vulnerability Management1 career path

Identity, access, and cryptography

18

Authentication and Authorization2 career paths
Certificate Management1 career path
Cryptography Fundamentals2 career paths
Federated Identity1 career pathPlanned
HashiCorp Vault1 career path
Identity and Access Management Fundamentals3 career pathsPlanned
Identity Governance and Administration1 career path
Cryptographic Key Management1 career pathPlanned
LDAP1 career pathPlanned
Multi-Factor Authentication2 career paths
OAuth 2.01 career pathPlanned
OpenID Connect1 career pathPlanned
Post-Quantum Cryptography1 career pathPlanned
Privileged Access Management2 career pathsPlanned
Public Key Infrastructure1 career pathPlanned
SAML1 career pathPlanned
Secrets Management1 career pathPlanned
Single Sign-On1 career pathPlanned

Cloud computing

31

Storage, backup, and data protection

15

Networking

28

Platform engineering and SRE

17

Databases and data storage

44

Apache Cassandra Fundamentals2 career paths
Column-Family Databases2 career paths
Database Auditing and Compliance1 career pathPlanned
Database Backup and Recovery1 career pathFree
Connection Pooling and Concurrency at Scale1 career pathPlanned
Deadlocks and Lock Contention Troubleshooting1 career pathPlanned
Database Encryption and Key Management1 career pathPlanned
Database Failover and Disaster Recovery Drills1 career pathPlanned
Database Fundamentals3 career paths
Database High Availability1 career path
Database Indexing2 career paths
Database Normalization2 career paths
Database Partitioning and Sharding Strategies1 career pathPlanned
Database Performance Tuning1 career path
Database Privilege and Access Control1 career pathPlanned
Database Replication Strategies1 career pathPlanned
Database Security2 career paths
Database Transactions and Concurrency2 career paths
Distributed SQL Databases1 career pathPlanned
Distributed Transactions and Two-Phase Commit1 career pathPlanned
Document Databases2 career paths
Elasticsearch Fundamentals1 career path
Graph Databases1 career path
Key-Value Databases1 career path
Microsoft SQL Server1 career path
MongoDB Fundamentals1 career path
Multi-Region Database Architecture1 career pathPlanned
MySQL Administration1 career path
MySQL Fundamentals1 career pathPlanned
Neo4j Fundamentals1 career path
NoSQL Fundamentals1 career path
Oracle Database1 career path
Platform Administration1 career path
Point-in-Time Recovery Techniques1 career pathPlanned
PostgreSQL Administration1 career path
PostgreSQL Fundamentals1 career path
Redis Fundamentals1 career path
Relational Database Design2 career paths
Schema Migration and Change Management1 career pathPlanned
SQL Execution Plans and Query Tuning1 career pathPlanned
SQLite1 career pathPlanned
Stored Procedures, Triggers, and Database Programming1 career pathPlanned
Time-Series Databases1 career path
Vector Databases2 career paths

IT service management and support

17

Change Enablement1 career path
Configuration Management Databases1 career path
Endpoint Management1 career pathPlanned
IT Service Incident Management1 career pathPlanned
IT Asset Management1 career path
IT Operations Management1 career path
IT Service Management Fundamentals1 career pathPlanned
ITIL Fundamentals1 career pathPlanned
Knowledge Management for IT1 career pathPlanned
Organizational Change Management for Technology Adoption1 career pathPlanned
Problem Management1 career path
Remote Support1 career pathPlanned
Service Catalog Management1 career path
Service Desk Operations1 career pathPlanned
Service Request Management1 career pathPlanned
Software Asset Management1 career pathPlanned
Technical Support Fundamentals1 career path

Cybersecurity fundamentals and governance

18

CIS Controls2 career paths
Cybersecurity Fundamentals2 career pathsFree
GDPR for Technology Teams1 career path
ISO/IEC 270011 career pathPlanned
NIST Cybersecurity Framework1 career path
PCI DSS1 career path
Privacy Engineering1 career path
Security Architecture2 career paths
Security Awareness
Security Controls1 career pathPlanned
Security GovernancePlanned
Security MetricsPlanned
Security Policies and StandardsPlanned
Security Principles1 career pathPlanned
Security Program ManagementPlanned
Security Risk Management1 career pathPlanned
Threat Modeling1 career pathPlanned
Zero Trust Architecture2 career pathsPlanned

FinOps, procurement, and technology economics

9

Cloud Cost Allocation1 career path
Cloud Cost Optimization1 career path
Cloud Forecasting and Budgeting1 career path
FinOps Fundamentals1 career path
Software License Management1 career pathPlanned
Technology Procurement1 career path
Technology Total Cost of Ownership1 career pathPlanned
Technology Vendor Management1 career path
Unit Economics for Cloud Services1 career path

Virtualization, containers, and orchestration

13

Container Fundamentals2 career pathsFree
Container Images2 career paths
Container Networking2 career paths
Container Security2 career paths
Container Storage1 career path
Docker Fundamentals2 career paths
Hypervisor Architecture1 career pathPlanned
Kustomize1 career pathPlanned
Microsoft Hyper-V1 career pathPlanned
OpenShift Fundamentals1 career pathPlanned
QEMU and KVM1 career path
Virtualization Fundamentals1 career pathPlanned
VMware vSphere Fundamentals1 career pathPlanned

Operating systems

12

Device Drivers Fundamentals1 career path
File Systems Fundamentals1 career pathPlanned
FreeBSD Fundamentals1 career path
macOS Administration1 career pathPlanned
Operating System Security1 career path
Operating Systems Fundamentals1 career path
Processes, Threads, and Scheduling1 career path
System Boot Process1 career pathPlanned
System Calls and Kernel Interfaces1 career pathPlanned
System Performance Analysis1 career path
Unix Fundamentals1 career path
Virtual Memory1 career pathPlanned

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