AI Education & Hands-on Learning
AI foundations, practical exploration, and projects for learners taking their first steps into artificial intelligence.
Learn by understanding and building
Start with core AI concepts, explore how models and tools work together, and develop understanding through hands-on projects and feedback.
For the next generation.
A way into AI.
AI foundations, hands-on learning, and project exploration help juniors turn curiosity into the ability to create.
AGENTIC RL / GRPO · PSEUDOCODE
01agent = Agent(env="tools")
02for step in range(32768):
03 task = tasks.sample()
04 group = agent.rollout(task, n=8)
05 rewards = verify(group)
06 adv = group_adv(rewards)
07 loss = grpo(agent, group, adv)
08 agent.update(loss)
09 metrics.eval(agent, n=1024)
10agent.save("checkpoint")
Reward0.24
Tasks passed238 / 1,024
Ready · waiting for rollout