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Урок 1. 00:04:51Introduction
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Урок 2. 00:05:42Introduction and Simple Iterations Method
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Урок 3. 00:26:26Simple Iterations Method: Code I (for Loop)
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Урок 4. 00:14:23Simple Iterations Method: Code II (while Loop)
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Урок 5. 00:05:55Convergence vs Divergence
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Урок 6. 00:15:29Newton-Raphson Method
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Урок 7. 00:11:46Bisection Method: Algorithm
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Урок 8. 00:17:30Bisection Method: Code
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Урок 9. 00:11:03User-Defined Functions & Run-Time Input
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Урок 10. 00:10:47Root Finding in SciPy & Summary
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Урок 11. 00:15:27Introduction and Linear Interpolation Method
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Урок 12. 00:07:32Lagrange's Method: Algorithm
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Урок 13. 00:17:34Lagrange's Method: Code
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Урок 14. 00:10:59Newton's Method: Algorithm
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Урок 15. 00:16:07Newton's Method: Code
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Урок 16. 00:04:10Linear Regression: Algorithm
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Урок 17. 00:08:18Linear Regression: Code I (for Loop)
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Урок 18. 00:08:29Linear Regression: Code II (NumPy Arrays)
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Урок 19. 00:04:44Polynomial Fit: Algorithm
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Урок 20. 00:24:01Polynomial Fit: Code
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Урок 21. 00:08:59Interpolation Functions of SciPy
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Урок 22. 00:14:54Curve Fitting Functions of SciPy & Summary
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Урок 23. 00:12:06Introduction and Finite Differences Method
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Урок 24. 00:11:31Finite Differences Method: Code I
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Урок 25. 00:11:27Finite Differences Method: Code II
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Урок 26. 00:17:41Plotting Derivative Curves
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Урок 27. 00:10:01Numerical Differentiation Function in SciPy & Summary
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Урок 28. 00:07:39Introduction & Trapezoidal Rule: Algorithm
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Урок 29. 00:11:59Trapezoidal Rule: Code
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Урок 30. 00:07:23Simpson's 1/3 Rule: Algorithm
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Урок 31. 00:08:18Simpson's 1/3 Rule: Code
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Урок 32. 00:05:28Simpson's 3/8 Rule: Algorithm
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Урок 33. 00:09:42Simpson's 3/8 Rule: Code
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Урок 34. 00:07:55Double Integration: Algorithm
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Урок 35. 00:16:02Double Integration: Code
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Урок 36. 00:14:21Quadrature in SciPy & Summary
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Урок 37. 00:26:02Introduction & Gauss Elimination Method: Algorithm
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Урок 38. 00:21:10Gauss Elimination Method: Code I (Elimination)
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Урок 39. 00:21:41Gauss Elimination Method: Code II (Back-Substitution)
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Урок 40. 00:16:39Gauss Elimination Method: Code III (Modifications)
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Урок 41. 00:07:15Jacobi's Method: Algorithm
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Урок 42. 00:32:08Jacobi's Method: Code
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Урок 43. 00:10:49Gauss-Seidel's Method
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Урок 44. 00:05:07Diagonal Dominance
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Урок 45. 00:08:37Linear System Solution in NumPy and SciPy & Summary
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Урок 46. 00:16:23Introduction & Euler's Method
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Урок 47. 00:08:23Second Order Runge-Kutta's Method
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Урок 48. 00:08:38Fourth Order Runge-Kutta's Method
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Урок 49. 00:15:58Fourth Order Runge-Kutta's Method: Plot Numerical and Exact Solutions
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Урок 50. 00:08:28Higher-Order ODE's: Algorithm
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Урок 51. 00:22:53Higher-Order ODE's: Code
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Урок 52. 00:20:13Higher-Order ODE's: Plotting Solutions
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Урок 53. 00:16:48ODE Solution in SciPy & Summary
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