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 limit theorem.srt (14.6 KB)

• 1. Bonus lecture.html (2.7 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_arithmetic_pythonCodes.zip.zip (6.2 KB)
• 10. Using if-statements and logical operators.mp4 (67.1 MB)
• 10. Using if-statements and logical operators.srt (22.6 KB)
• 11. Absolute value.mp4 (55.1 MB)
• 11. Absolute value.srt (18.4 KB)
• 12. Remainder after division (modulus).mp4 (66.2 MB)
• 12. Remainder after division (modulus).srt (21.3 KB)
• 13. Create interactive math functions, part 1.mp4 (59.1 MB)
• 13. Create interactive math functions, part 1.srt (18.7 KB)
• 14. Create interactive math functions, part 2.mp4 (80.9 MB)
• 14. Create interactive math functions, part 2.srt (23.3 KB)
• 15. Create interactive math functions, part 3.mp4 (63.4 MB)
• 15. Create interactive math functions, part 3.srt (20.1 KB)
• 16. Arithmetic bug hunt!.mp4 (88.9 MB)
• 16. Arithmetic bug hunt!.srt (24.5 KB)
• 2. Addition, subtraction, multiplication, division.mp4 (29.9 MB)
• 2. Addition, subtraction, multiplication, division.srt (12.1 KB)
• 3. Using variables in place of numbers.mp4 (41.2 MB)
• 3. Using variables in place of numbers.srt (15.8 KB)
• 4. Printing out equations in Jupyter notebook.mp4 (88.6 MB)
• 4. Printing out equations in Jupyter notebook.srt (33.1 KB)
• 5. Writing comments in Python.mp4 (15.0 MB)
• 5. Writing comments in Python.srt (6.6 KB)
• 6. Exponents (powers).mp4 (63.6 MB)
• 6. Exponents (powers).srt (24.0 KB)
• 7. Using for-loops to compute powers.mp4 (59.1 MB)
• 7. Using for-loops to compute powers.srt (21.2 KB)
• 8. Order of operations.mp4 (48.5 MB)
• 8. Order of operations.srt (17.5 KB)
• 9. Testing inequalities and Boolean data type.mp4 (46.7 MB)
• 9. Testing inequalities and Boolean data type.srt (19.5 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_sympyLatex_pythonCodes.zip.zip (3.4 KB)
• 2. Intro to Sympy, part 1.mp4 (54.8 MB)
• 2. Intro to Sympy, part 1.srt (17.6 KB)
• 3. Intro to LaTeX.mp4 (85.6 MB)
• 3. Intro to LaTeX.srt (26.5 KB)
• 4. Intro to Sympy, part 2.mp4 (89.8 MB)
• 4. Intro to Sympy, part 2.srt (25.9 KB)
• 5. Example Use Sympy to understand the law of exponents.mp4 (63.6 MB)
• 5. Example Use Sympy to understand the law of exponents.srt (18.9 KB)
• 6. SympyLatex bug hunt!.mp4 (73.9 MB)
• 6. SympyLatex bug hunt!.srt (19.1 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_algebra1_pythonCodes.zip.zip (7.7 KB)
• 10. Greatest common denominator.mp4 (40.4 MB)
• 10. Greatest common denominator.srt (13.6 KB)
• 11. Greatest common denominator exercises.mp4 (50.0 MB)
• 11. Greatest common denominator exercises.srt (12.7 KB)
• 12. Introduction to Python dictionaries.mp4 (57.6 MB)
• 12. Introduction to Python dictionaries.srt (18.1 KB)
• 13. Prime factorization.mp4 (62.4 MB)
• 13. Prime factorization.srt (16.7 KB)
• 14. Solving inequalities.mp4 (61.3 MB)
• 14. Solving inequalities.srt (18.6 KB)
• 15. Adding polynomials.mp4 (81.4 MB)
• 15. Adding polynomials.srt (24.5 KB)
• 16. Multiplying polynomials.mp4 (61.9 MB)
• 16. Multiplying polynomials.srt (16.8 KB)
• 17. Dividing by polynomials.mp4 (78.3 MB)
• 17. Dividing by polynomials.srt (21.1 KB)
• 18. Factoring polynomials.mp4 (54.7 MB)
• 18. Factoring polynomials.srt (17.4 KB)
• 19. Algebra 1 bug hunt!.mp4 (68.9 MB)
• 19. Algebra 1 bug hunt!.srt (19.5 KB)
• 2. Solving for x.mp4 (62.9 MB)
• 2. Solving for x.srt (21.2 KB)
• 3. Solving for x exercises.mp4 (73.2 MB)
• 3. Solving for x exercises.srt (23.3 KB)
• 4. Expanding terms.mp4 (73.3 MB)
• 4. Expanding terms.srt (21.6 KB)
• 5. Creating and accessing matrices with numpy.mp4 (65.8 MB)
• 5. Creating and accessing matrices with numpy.srt (20.7 KB)
• 6. Exercise Create a multiplication table.mp4 (59.1 MB)
• 6. Exercise Create a multiplication table.srt (15.0 KB)
• 7. Associative, commutative, and distributive properties.mp4 (63.3 MB)
• 7. Associative, commutative, and distributive properties.srt (19.9 KB)
• 8. Creating and working with Python lists.mp4 (75.2 MB)
• 8. Creating and working with Python lists.srt (23.6 KB)
• 9. More on slicing in Python.mp4 (33.3 MB)
• 9. More on slicing in Python.srt (13.0 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_graphing_pythonCodes.zip.zip (5.2 KB)
• 10. Images from matrices exercise.mp4 (34.7 MB)
• 10. Images from matrices exercise.srt (9.1 KB)
• 11. Drawing patches with polygons.mp4 (75.8 MB)
• 11. Drawing patches with polygons.srt (24.7 KB)
• 12. Exporting graphics as pictures.mp4 (28.6 MB)
• 12. Exporting graphics as pictures.srt (4.8 KB)
• 13. Graphing bug hunt!.mp4 (117.8 MB)
• 13. Graphing bug hunt!.srt (27.1 KB)
• 2. Plotting coordinates on a plane.mp4 (54.3 MB)
• 2. Plotting coordinates on a plane.srt (17.7 KB)
• 3. Plotting coordinates on a plane exercise.mp4 (17.8 MB)
• 3. Plotting coordinates on a plane exercise.srt (5.0 KB)
• 4. Graphing lines part 1 startend notation.mp4 (64.1 MB)
• 4. Graphing lines part 1 startend notation.srt (21.6 KB)
• 5. Graphing lines part 2 slope-intercept form.mp4 (67.1 MB)
• 5. Graphing lines part 2 slope-intercept form.srt (21.1 KB)
• 6. Graphing rational functions.mp4 (60.2 MB)
• 6. Graphing rational functions.srt (19.5 KB)
• 7. Plotting with Sympy.mp4 (76.1 MB)
• 7. Plotting with Sympy.srt (24.2 KB)
• 8. Plotting with Sympy exercises.mp4 (60.4 MB)
• 8. Plotting with Sympy exercises.srt (123.7 MB)
• 9. Making images from matrices.mp4 (90.9 MB)
• 9. Making images from matrices.srt (21.5 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_algebra2_pythonCodes.zip.zip (8.7 KB)
• 10. Graphing complex numbers.mp4 (50.0 MB)
• 10. Graphing complex numbers.srt (14.1 KB)
• 11. Revisiting the quadratic equation with complex numbers.mp4 (48.3 MB)
• 11. Revisiting the quadratic equation with complex numbers.srt (11.7 KB)
• 12. The unit circle.mp4 (58.4 MB)
• 12. The unit circle.srt (18.0 KB)
• 13. Natural exponent and logarithm.mp4 (50.6 MB)
• 13. Natural exponent and logarithm.srt (15.0 KB)
• 14. Find a specific point on a Gaussian.mp4 (62.8 MB)
• 14. Find a specific point on a Gaussian.srt (22.1 KB)
• 15. Exercise A family of Gaussians.mp4 (36.0 MB)
• 15. Exercise A family of Gaussians.srt (10.2 KB)
• 16. Graphing the complex roots of unity.mp4 (84.4 MB)
• 16. Graphing the complex roots of unity.srt (24.3 KB)
• 17. Log-spaced and linearly spaced numbers.mp4 (43.5 MB)
• 17. Log-spaced and linearly spaced numbers.srt (12.3 KB)
• 18. Logarithm properties Multiplication and division.mp4 (79.0 MB)
• 18. Logarithm properties Multiplication and division.srt (20.9 KB)
• 19. Arithmetic and geometric sequences.mp4 (64.3 MB)
• 19. Arithmetic and geometric sequences.srt (19.9 KB)
• 2. Summation and products.mp4 (66.2 MB)
• 2. Summation and products.srt (23.2 KB)
• 20. Orders of magnitude and scientific notation.mp4 (78.1 MB)
• 20. Orders of magnitude and scientific notation.srt (27.3 KB)
• 21. Maxima and minima of functions.mp4 (73.6 MB)
• 21. Maxima and minima of functions.srt (21.8 KB)
• 22. Even and odd functions.mp4 (53.5 MB)
• 22. Even and odd functions.srt (15.1 KB)
• 23. Algebra 2 bug hunt!.mp4 (121.2 MB)
• 23. Algebra 2 bug hunt!.srt (28.4 KB)
• 3. Differences (discrete derivative).mp4 (65.3 MB)
• 3. Differences (discrete derivative).srt (19.3 KB)
• 4. Roots of polynomials.mp4 (49.8 MB)
• 4. Roots of polynomials.srt (15.6 KB)
• 5. Roots of polynomials exercise.mp4 (39.7 MB)
• 5. Roots of polynomials exercise.srt (9.4 KB)
• 6. The quadratic equation.mp4 (96.0 MB)
• 6. The quadratic equation.srt (26.8 KB)
• 7. Complex numbers addition and subtraction.mp4 (65.7 MB)
• 7. Complex numbers addition and subtraction.srt (19.9 KB)
• 8. Complex numbers conjugate and multiplication.mp4 (59.8 MB)
• 8. Complex numbers conjugate and multiplication.srt (17.6 KB)
• 9. Complex numbers division.mp4 (72.9 MB)
• 9. Complex numbers division.srt (21.2 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_conics_pythonCodes.zip.zip (3.3 KB)
• 2. Graphing parabolas.mp4 (67.2 MB)
• 2. Graphing parabolas.srt (19.3 KB)
• 3. Creating contours from meshes in Python.mp4 (75.0 MB)
• 3. Creating contours from meshes in Python.srt (19.3 KB)
• 4. Graphing circles.mp4 (82.1 MB)
• 4. Graphing circles.srt (22.7 KB)
• 5. Graphing ellipses.mp4 (62.9 MB)
• 5. Graphing ellipses.srt (19.1 KB)
• 6. Graphing hyperbolas.mp4 (71.1 MB)
• 6. Graphing hyperbolas.srt (20.4 KB)
• 7. Conic bug hunt!.mp4 (36.5 MB)
• 7. Conic bug hunt!.srt (8.4 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 pymath_trigonometry_pythonCodes.zip.zip (5.2 KB)
• 10. Euler's formula.mp4 (52.7 MB)
• 10. Euler's formula.srt (15.5 KB)
• 11. Euler's formula exercise.mp4 (58.9 MB)
• 11. Euler's formula exercise.srt (15.3 KB)
• 12. Exercise random exploding Euler.mp4 (41.2 MB)
• 12. Exercise random exploding Euler.srt (10.1 KB)
• 13. Exercise random snakes with cosine and sine.mp4 (54.7 MB)
• 13. Exercise random snakes with cosine and sine.srt (14.7 KB)
• 14. Trigonometry bug hunt!.mp4 (76.5 MB)
• 14. Trigonometry bug hunt!.srt (16.0 KB)
• 2. Introduction to random numbers.mp4 (67.8 MB)
• 2. Introduction to random numbers.srt (16.2 KB)
• 3. Introduction to random numbers exercise.mp4 (56.9 MB)
• 3. Introduction to random numbers exercise.srt (13.4 KB)
• 4. Exercise Plotting random phase angles.mp4 (31.1 MB)
• 4. Exercise Plotting random phase angles.srt (7.9 KB)
• 5. Converting between radians and degrees.mp4 (39.3 MB)
• 5. Converting between radians and degrees.srt (10.9 KB)
• 6. Converting angles exercise.mp4 (82.8 MB)
• 6. Converting angles exercise.srt (21.7 KB)
• 7. The Pythagorean theorem.mp4 (74.3 MB)
• 7. The Pythagorean theorem.srt (24.5 KB)
• 8. Graphing resolution for sine, cosine, and tangent.mp4 (65.0 MB)
• 8. Graphing resolution for sine, cosine, and tangent.srt (16.5 KB)
• 9. Graphing and resolution Exercise.mp4 (82.4 MB)
• 9. Graphing and resolution Exercise.srt (21.1 KB)

• 1. Python code for this section.html (0.1 KB)
• 1.1 MXC_pymath_art_from_trig.zip.zip (1.4 KB)
• 2. Astroid radial curve.mp4 (75.0 MB)
• 2. Astroid radial curve.srt (21.8 KB)
• 3. Rose curves.mp4 (61.3 MB)
• 3. Rose curves.srt (16.1 KB)
• 4. Squircle.mp4 (55.0 MB)
• 4. Squircle.srt (12.6 KB)
• 5. Logarithmic spiral.mp4 (51.9 MB)
• 5. Logarithmic spiral.srt (14.9 KB)

• [FreeCourseWorld.Com].url (0.1 KB)