Deep Learning · TEE · guide

Mathematics revision

  1. Before maths: what are we trying to learn?
  2. Negative numbers are direction
  3. Fractions decimals and percentages
  4. Brackets before everything else
  5. Powers roots and very small numbers
  6. Variables functions and symbols
  7. Exponentials and natural logarithms
  8. Calculator routine
  9. A complete arithmetic calculation
  10. Loss: how one wrong prediction becomes a number