Fields
Pick a field. An instructor for it teaches you the whole thing.
Every field is a top-level path with its own dedicated instructor. Inside each field are the careers you can train toward, and the shorter capability paths that get you one outcome fast.
Starting with the fields below. We add more over time as new instructors are ready.
Build applications powered by large language models and put them into production.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›Design, train, and deploy machine learning models that solve real problems.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Operate the pipelines that take models from notebook to reliable production.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›Build AI agents that plan, use tools, and complete work end to end.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Keep AI systems responsible, compliant, and aligned with policy.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Turn raw data into answers that drive business decisions.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›Build the pipelines and warehouses that make data reliable at scale.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›Apply statistics and modeling to turn data into prediction and insight.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Model and transform data so every team works from numbers they trust.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Build the dashboards and reports an organization runs on.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›
Build the interfaces people see, touch, and judge a product by.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Build the servers, APIs, and databases that power applications.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Ship complete features across the interface and the server.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Build the apps people carry in their pockets, on iOS and Android.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Design the tests that catch failures before users do.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Automate the path from committed code to running software.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Design and run the cloud infrastructure modern software lives on.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Build the internal platforms that make every engineer faster.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Keep systems fast, stable, and online when it matters.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Design and secure the networks that connect everything.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Monitor, detect, and respond to threats before they become breaches.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Build the defenses that keep systems and data safe.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Secure AI systems against adversarial attacks, injection, and misuse.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Break into systems legally so attackers can't do it first.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Build security into every step of the delivery pipeline.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Keep the organization compliant, audited, and ahead of risk.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Decide what to build, why, and prove it was worth building.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›Design experiences that make complex products feel obvious.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
View full career ›Take products from idea to polished, shippable interface.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Understand users deeply enough to settle design debates with evidence.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Turn complex systems into documentation people actually use.
Proof levels: Observed practiceVerified applied taskHigh-assurance credential
The full curriculum for this career is published with the product.
Two ways to take any field
Go deep on a career, or sharp on one capability.
Every field can be taken as a deep career path toward a full role, or a shorter capability path toward one concrete outcome. Both run the same scored proof pipeline, so what you earn means the same thing either way.