Plans and pricing

Start building your ML foundations

• Unlimited code submissionsIncluded
• 700+ problemsIncluded
• 35 CUDA / GPU kernel problemsIncluded
• Interactive visualizationsIncluded
• Theory content per problemIncluded
• 16 research paper implementationsIncluded
• ML Math blogsIncluded
• Community Discord accessIncluded
• 4 mock assessmentsIncluded
• Structured study plansNot included
• ML System Design problemsNot included

Structured learning with full access

• Everything in FreeIncluded
• Structured roadmap study plansIncluded

  • Pandas, NumPy, PyTorch, SQL Foundations
  • Linear Algebra, Probability, Calculus, Optimization
  • ML, DL, NLP, RL, CV specializations
• 500+ quiz questions across 12 modulesIncluded
• All interview mock assessmentsIncluded

  • Data Scientist, ML Engineer, AI Engineer
  • Research Engineer, GPU and Performance
• Priority supportIncluded
• ML System Design problemsNot included
• Modern LLM architectures like GPT2, DeepSeekNot included

Complete ML interview preparation

• Everything in ProIncluded
• Implement modern LLM architectures like GPT-2, DeepSeek etc in PyTorchIncluded
• ML System Design problemsIncluded
• Interactive design canvasIncluded
• FAANG-styled system design scenariosIncluded