Vectorization

Videos:

• Vectorization
• More Vectorization Examples

In bullet points:

• ML tasks are usually highly parallelizable due to the nature of the problem. Single instruction, multiple data (SIMD).
• Any time you see a for loop, you should have a reflex to vectorize that.
• Use numpy library’s .dot method.