Course Introduction: Compilation of High-Level Languages

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Related lectures (31)

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Covers the efficiency of register machines over stack machines, memory organization, and mapping instructions.

Dynamic Memory Management and Dynamic Dispatch

Explores memory management, safety, automated techniques, garbage collection, dynamic dispatch, and first-class functions.

Garbage Collection in Object-Oriented Languages

Explores garbage collection techniques in object-oriented languages, focusing on mostly-copying and generational GC, heap organization, promotion policies, and method dispatch challenges.

Interpreters and Virtual Machines

Explores interpreters, virtual machines, optimization techniques, and memory management in programming languages.

Virtual Machines: Memory Management and Control Flow

Covers the architecture of virtual machines, focusing on memory management, control flow, and the CEK machine's semantics.

Advanced Spark: Partitioning and Optimization

Explores advanced Spark topics like partitioning strategies, memory optimization, and shuffle operations for efficient job execution.

Interpreters and Virtual Machines

Explores interpreters and virtual machines, discussing their advantages, types, and optimization techniques.

Computer Architecture: Algorithms to Programs (Compilation)

Explores the transition from algorithms to programs through compilation, emphasizing constraints and machine-understandable coding practices.

Effective Altruism: AI Safety and Governance

Covers effective altruism in AI safety, focusing on programming semantics and memory management.

NumPy: Scientific Computing

Explores the significance of NumPy for scientific computing, emphasizing the importance of optimizing computation time and memory usage.