HPC

MIT 6.172 Performance Engineering of Software Systems, Fall 2018

UCB CS267 Spring 2023 - Application of Parallel Computers

CS121-Parallel Computing

Machine Learning

国立台湾大学 李宏毅 机器学习

Deep Learning Systems Course

Book - 机器学习中的概率统计

Machine Learning System

CMU 10-414/714: Deep Learning Systems

Machine Learning Compilation

Compiler

Cornell CS 4120 Introduction of Compilers

Cornell CS 6120: Advanced Compilers: The Self-Guided Online Course

U of T CSCD70 Compiler Optimization

CS242 Programming Languages

DCC888 Static Program Analysis

NJU Static Program Analysis

miniSysY 编译实验

Book - Static Program Analysis

Book - Static Single Assignment Book

Architecture

CS61C: Great Ideas in Computer Architecture

ETH: Computer Architecture

Berkeley CS 152/252A Spring 2023

LLVM

LLVM Tutorial

LLVM User Guides

MLIR Tutorial

Writing an LLVM Backend

LLVM Coding Standards

LLVM Programmer’s Manual

Start Up

Yuanyuan Zhou: Learning from my startup mistakes (前车之鉴)

C++

Book - C++ Templates: The Complete Guide

Others

6.851: Advanced Data Structures (Spring'12)