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Plans

Compare plans

Everything is graded against real test cases, not a model's opinion. Pick the plan that matches how much of that you want to do.

Free

Anyone starting out. No card, no trial timer.

$0
forever
  • The whole Python and library foundations track
  • One curriculum section per day
  • The reference docs, in the editor

Pro

Most popular

Learning seriously, several times a week.

$11 / month$15 / month
billed $132 / yearsave $48
  • Every problem and project, no daily limit
  • The AI Mentor on every problem and in the playground
  • C++ alongside Python in the playground

Suite

Actively job hunting and want the search run properly.

~$99.67 / month$120 / month
billed $299 for 3 monthssave $61
  • Everything in Pro
  • Career copilot, resume tooling and voice interview loops
  • GPU devices and CUDA in the playground, as they land
Compare plansFree$0Pro$11 / monthSuite~$99.67 / month
Curriculum
Python and library foundationsPython basics through pandas and scikit-learn. Free on every plan, because everything else needs it.
Core ML curriculumNumPy, linear models, gradient descent, evaluation, classical ML.
Deep learning and advanced topicsTransformers, CNNs, RNNs, reinforcement learning, Bayesian methods.Preview
How much you can do per day1 sectionUnlimitedUnlimited
Concept checksOptional multiple choice on the ideas behind each section. Never gates anything.
Projects
Industry project briefsMulti-milestone builds graded on held-out data, not on opinion.Preview
Paper replicationsLandmark papers rebuilt from nothing, milestone by milestone.Preview
AI code review on milestones
Portfolio write-up and project interview
Code playground
Compute credits per monthCharged for execution time only, never for the time you spend reading or typing.10 total1,5006,000
File storage2.0 MB100.0 MB1.00 GB
Workspaces120100
LanguagesPythonPython, C++Python, C++, CUDA
Compute devicesCPU BasicCPU Basic, PerformanceCPU, plus GPU as it lands
AI Mentor
Mentor on practice problemsExplains and questions. It will not hand over the solution.
Mentor in the playgroundReads your whole workspace and the real traceback from the run that just failed. Writes code with you, because it is your own project.
AI credits per billing period0300300
Career
Interview prep problemsPreview
Career copilot and personalised roadmap
Resume analysis and generation
Voice interview loops with scorecards
Company intelligence and target tracking
Public proof-of-work profile

What the alternatives cost

$249 / hour

Interview coaching

$2,500 / month

Career accelerators

$5,000 to $12,000

Bootcamps

Every plan is cancellable and prices are per person. Back to learning