Udemy - Master Math by Coding in Python

Files:

• 1. (Important) How to get the most out of this course!.mp4 (36.7 MB)
• 1. (Important) How to get the most out of this course!.srt (8.3 KB)
• 2. Using Python through Jupyter (installing Anaconda).mp4 (41.3 MB)
• 2. Using Python through Jupyter (installing Anaconda).srt (9.4 KB)
• 3. Using Python online (no installation!).mp4 (60.0 MB)
• 3. Using Python online (no installation!).srt (12.3 KB)
• 4. Create a beautiful harmonograph!.mp4 (55.6 MB)
• 4. Create a beautiful harmonograph!.srt (10.0 KB)
• 4.1 MXC_pymath_harmonograph.zip.zip (0.9 KB)
• 5. Getting help in Python.mp4 (51.3 MB)
• 5. Getting help in Python.srt (13.5 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_calc.zip.zip (6.8 KB)
• 10. Graphing a function tangent line.mp4 (70.3 MB)
• 10. Graphing a function tangent line.srt (18.1 KB)
• 11. Graphing tangent lines exercise.mp4 (61.1 MB)
• 11. Graphing tangent lines exercise.srt (16.2 KB)
• 12. Finding critical points.mp4 (83.5 MB)
• 12. Finding critical points.srt (21.8 KB)
• 13. Finding critical points exercise.mp4 (89.6 MB)
• 13. Finding critical points exercise.srt (19.9 KB)
• 14. Partial derivatives.mp4 (55.6 MB)
• 14. Partial derivatives.srt (14.6 KB)
• 15. Indefinite and definite integrals.mp4 (60.8 MB)
• 15. Indefinite and definite integrals.srt (20.2 KB)
• 16. Exercise The fundamental theorem of calculus.mp4 (19.7 MB)
• 16. Exercise The fundamental theorem of calculus.srt (6.2 KB)
• 17. Area between two curves.mp4 (59.4 MB)
• 17. Area between two curves.srt (16.4 KB)
• 18. Area between two curves exercise.mp4 (76.1 MB)
• 18. Area between two curves exercise.srt (17.9 KB)
• 19. Calculus bug hunt!.mp4 (104.6 MB)
• 19. Calculus bug hunt!.srt (21.3 KB)
• 2. Mathematical proofs vs. intuition with examples.mp4 (20.2 MB)
• 2. Mathematical proofs vs. intuition with examples.srt (4.3 KB)
• 3. Computing limits of a function.mp4 (65.0 MB)
• 3. Computing limits of a function.srt (18.2 KB)
• 4. Computing limits exercise.mp4 (60.3 MB)
• 4. Computing limits exercise.srt (15.2 KB)
• 5. Piecewise functions.mp4 (76.6 MB)
• 5. Piecewise functions.srt (21.0 KB)
• 6. Derivatives of polynomials.mp4 (65.7 MB)
• 6. Derivatives of polynomials.srt (18.9 KB)
• 7. Derivatives of polynomials exercise.mp4 (54.8 MB)
• 7. Derivatives of polynomials exercise.srt (11.8 KB)
• 8. Derivatives of trig functions.mp4 (56.0 MB)
• 8. Derivatives of trig functions.srt (15.2 KB)
• 9. Derivatives of trig functions exercise.mp4 (48.8 MB)
• 9. Derivatives of trig functions exercise.srt (10.9 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_linalg.zip.zip (408.2 KB)
• 10. Matrix inverse.mp4 (52.3 MB)
• 10. Matrix inverse.srt (15.4 KB)
• 11. Matrix pseudoinverse exercise.mp4 (62.1 MB)
• 11. Matrix pseudoinverse exercise.srt (13.3 KB)
• 12. Solving a system of equations.mp4 (92.3 MB)
• 12. Solving a system of equations.srt (24.5 KB)
• 13. Visualizing matrix-vector multiplication.mp4 (65.3 MB)
• 13. Visualizing matrix-vector multiplication.srt (18.8 KB)
• 14. Eigenvalues and eigenvectors.mp4 (69.4 MB)
• 14. Eigenvalues and eigenvectors.srt (17.7 KB)
• 15. Eigendecomposition Exercise.mp4 (66.4 MB)
• 15. Eigendecomposition Exercise.srt (16.5 KB)
• 16. Singular value decomposition.mp4 (64.2 MB)
• 16. Singular value decomposition.srt (16.3 KB)
• 17. SVD of Einstein exercise.mp4 (73.1 MB)
• 17. SVD of Einstein exercise.srt (16.3 KB)
• 18. Linear algebra BUG HUNT!.mp4 (123.6 MB)
• 18. Linear algebra BUG HUNT!.srt (26.9 KB)
• 2. Row and column vectors.mp4 (75.0 MB)
• 2. Row and column vectors.srt (22.3 KB)
• 3. Adding and scalar-multiplying vectors.mp4 (69.8 MB)
• 3. Adding and scalar-multiplying vectors.srt (21.3 KB)
• 4. The dot product.mp4 (72.3 MB)
• 4. The dot product.srt (20.1 KB)
• 5. Dot product application Correlation coefficient.mp4 (56.4 MB)
• 5. Dot product application Correlation coefficient.srt (16.2 KB)
• 6. The outer product.mp4 (52.6 MB)
• 6. The outer product.srt (13.8 KB)
• 7. Matrix multiplication.mp4 (78.4 MB)
• 7. Matrix multiplication.srt (21.3 KB)
• 8. Transposing vectors and matrices.mp4 (59.6 MB)
• 8. Transposing vectors and matrices.srt (17.7 KB)
• 9. Various special matrices.mp4 (90.3 MB)
• 9. Various special matrices.srt (24.1 KB)

• 1. Python codes for this section.html (0.0 KB)
• 1.1 pymath_probability_pythonCodes.zip.zip (430.3 KB)
• 10. Joint probability distributions.mp4 (77.6 MB)
• 10. Joint probability distributions.srt (20.3 KB)
• 11. Probability bug hunt!.mp4 (74.7 MB)
• 11. Probability bug hunt!.srt (13.8 KB)
• 2. Histograms and probability densities.mp4 (68.4 MB)
• 2. Histograms and probability densities.srt (17.2 KB)
• 3. Probability exercise math functions.mp4 (58.8 MB)
• 3. Probability exercise math functions.srt (15.6 KB)
• 4. Virtual coin tosses.mp4 (60.8 MB)
• 4. Virtual coin tosses.srt (17.8 KB)
• 5. Exercise Virtual weighted dice.mp4 (71.4 MB)
• 5. Exercise Virtual weighted dice.srt (19.7 KB)
• 6. Building distributions from random numbers.mp4 (95.5 MB)
• 6. Building distributions from random numbers.srt (23.9 KB)
• 7. Exercise Normalize any distribution to Gaussian.mp4 (66.5 MB)
• 7. Exercise Normalize any distribution to Gaussian.srt (15.2 KB)
• 8. The central limit theorem.mp4 (86.3 MB)
• 8. The central limit theorem.srt (19.0 KB)
• 9. Exercise the central limit theorem.mp4 (72.0 MB)
• 9. Exercise the central lim