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AI Accelerator Architecture NPU TPU

AI Accelerator Architecture NPU TPU

₹25000

₹50000

Architect AI accelerators (NPU/TPU) for ML inference and training. Covers systolic array architecture, dataflow analysis (weight stationary, output stationary), GEMM/convolution hardware mapping, on-chip SRAM sizing, memory bandwidth analysis, and tiling strategies. Projects design and simulate a si

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Has discount
Expiry period Lifetime
Made in English
Last updated at Sun Apr 2026
Level
Advanced
Total lectures 0
Total quizzes 0
Total duration Hours
Total enrolment 0
Number of reviews 932
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Short description Architect AI accelerators (NPU/TPU) for ML inference and training. Covers systolic array architecture, dataflow analysis (weight stationary, output stationary), GEMM/convolution hardware mapping, on-chip SRAM sizing, memory bandwidth analysis, and tiling strategies. Projects design and simulate a si
Outcomes
  • Understand core concepts of AI Accelerator Architecture NPU TPU Systolic Array GEMM
  • Apply practical workflows in Accelerator Architecture
  • Build job-ready skills for AI / ML for Hardware Courses
  • Work with AI accelerator
  • Work with NPU
  • Work with TPU
  • Work with systolic array
  • Work with dataflow
Requirements
  • Basic understanding of electronics and circuits
  • A laptop/desktop with stable internet
  • Suitable for professionals
  • Recommended for ai architect
  • Tools access can be enabled with this course