Numerical Methods And Floating Point Computation

  1. 1.Why Numerical Methods Matter for Programmers
  2. 2.IEEE 754 Floating-Point Representation
  3. 3.Rounding Error & Machine Epsilon
  4. 4.Catastrophic Cancellation & Loss of Significance
  5. 5.Numerical Stability: When the Algorithm Is the Problem
  6. 6.Error Propagation & Conditioning
  7. 7.Root-Finding Methods
  8. 8.Numerical Linear Algebra Pitfalls
  9. 9.Numerical Differentiation & Integration, Revisited
  10. 10.Capstone — Diagnosing and Fixing Numerical Bugs in Real Code
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Numerical Methods & Floating-Point Computation — Complete Course
PDF Downloads
Numerical_Methods_Floating_Point_Computation_Course.pdf
Exercise Solutions
nummethods1-1_challenge1.txtnummethods1-1_challenge2.txtnummethods1-1_challenge3.txtnummethods1-2_challenge1.txtnummethods1-2_challenge2.txtnummethods1-2_challenge3.txtnummethods1-3_challenge1.txtnummethods1-3_challenge2.txtnummethods1-3_challenge3.txtnummethods1-4_challenge1.txtnummethods1-4_challenge2.txtnummethods1-4_challenge3.txtnummethods1-5_challenge1.txtnummethods1-5_challenge2.txtnummethods1-5_challenge3.txtnummethods1-6_challenge1.txtnummethods1-6_challenge2.txtnummethods1-6_challenge3.txtnummethods1-7_challenge1.txtnummethods1-7_challenge2.txtnummethods1-7_challenge3.txtnummethods1-8_challenge1.txtnummethods1-8_challenge2.txtnummethods1-8_challenge3.txtnummethods1-9_challenge1.txtnummethods1-9_challenge2.txtnummethods1-9_challenge3.txtnummethods1-10_challenge1.txtnummethods1-10_challenge2.txtnummethods1-10_challenge3.txt