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6.172 is an 18-unit class that provides a hands-on, project-based introduction to building scalable and high-performance software systems.
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English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
Topics include performance analysis, algorithmic techniques for high performance, instruction-level optimizations, caching optimizations, parallel programming, and building scalable systems. The course programming language is C
Course content
- Introduction and Matrix Multiplication Unlimited
- Bentley Rules for Optimizing Work Unlimited
- Bit Hacks Unlimited
- Assembly Language & Computer Architecture Unlimited
- C to Assembly Unlimited
- Multicore Programming Unlimited
- Races and Parallelism Unlimited
- Analysis of Multithreaded Algorithms Unlimited
- What Compilers Can and Cannot Do Unlimited
- Measurement and Timing Unlimited
- Storage Allocation Unlimited
- Parallel Storage Allocation Unlimited
- The Cilk Runtime System Unlimited
- Caching and Cache-Efficient Algorithms Unlimited
- Cache-Oblivious Algorithms Unlimited
- Nondeterministic Parallel Programming Unlimited
- Synchronization Without Locks Unlimited
- Domain Specific Languages and Autotuning Unlimited
- Leiserchess Codewalk Unlimited
- Speculative Parallelism & Leiserchess Unlimited
- Tuning a TSP Algorithm Unlimited
- Graph Optimization Unlimited
- High Performance in Dynamic Languages Unlimited
Instructor
Massachusetts Institute of Technology
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