Udemy Master Math by Coding in Python 2025 | DDF7E1E6AD51DFD7EB221E266857FD962C47855B

Udemy Master Math by Coding in Python 2025

Name	Udemy - Master Math by Coding in Python (5.2025)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	11.4 GB
Total Files	327
Last Seen
Hash	DDF7E1E6AD51DFD7EB221E266857FD962C47855B

/01. Introductions and installations/
1. (Important) How to get the most out of this course!.mp4	9.6 MB
01. Introductions and installations/
1. (Important) How to get the most out of this course!.vtt	7.4 KB
2. Using Python through Jupyter (installing Anaconda).mp4	17.0 MB
2. Using Python through Jupyter (installing Anaconda).vtt	9.4 KB
3. Using Python via Google-colab (no installation!).mp4	47.9 MB
3. Using Python via Google-colab (no installation!).vtt	10.9 KB
4. Direct-link-to-github-site.txt	0.1 KB
4. How to download all course materials.mp4	25.0 MB
4. How to download all course materials.vtt	4.1 KB
5. Create a beautiful harmonograph!.mp4	78.0 MB
5. Create a beautiful harmonograph!.vtt	8.9 KB
5. mathWithPython_harmonograph.ipynb.zip	1.9 KB
6. Getting help in Python.mp4	68.3 MB
6. Getting help in Python.vtt	11.9 KB
7. How to use Udemy's course features (video playback, Q&A, notes, captions, etc).mp4	26.8 MB
7. How to use Udemy's course features (video playback, Q&A, notes, captions, etc).vtt	7.9 KB
02. Arithmetic/
1. Addition, subtraction, multiplication, division.mp4	27.1 MB
1. Addition, subtraction, multiplication, division.vtt	10.8 KB
10. Absolute value.mp4	77.8 MB
10. Absolute value.vtt	16.2 KB
11. Remainder after division (modulus).mp4	70.0 MB
11. Remainder after division (modulus).vtt	18.8 KB
12. Create interactive math functions, part 1.mp4	54.8 MB
12. Create interactive math functions, part 1.vtt	16.4 KB
13. Create interactive math functions, part 2.mp4	89.0 MB
13. Create interactive math functions, part 2.vtt	20.6 KB
14. Create interactive math functions, part 3.mp4	59.2 MB
14. Create interactive math functions, part 3.vtt	17.6 KB
15. Arithmetic bug hunt!.mp4	97.9 MB
15. Arithmetic bug hunt!.vtt	21.3 KB
2. Using variables in place of numbers.mp4	37.5 MB
2. Using variables in place of numbers.vtt	14.0 KB
3. Printing out equations in Jupyter notebook.mp4	83.7 MB
3. Printing out equations in Jupyter notebook.vtt	29.2 KB
4. Writing comments in Python.mp4	15.5 MB
4. Writing comments in Python.vtt	5.9 KB
5. Exponents (powers).mp4	59.6 MB
5. Exponents (powers).vtt	21.1 KB
6. Using for-loops to compute powers.mp4	53.4 MB
6. Using for-loops to compute powers.vtt	18.9 KB
7. Order of operations.mp4	49.2 MB
7. Order of operations.vtt	17.2 KB
8. Testing inequalities and Boolean data type.mp4	40.8 MB
8. Testing inequalities and Boolean data type.vtt	17.2 KB
9. Using if-statements and logical operators.mp4	60.6 MB
9. Using if-statements and logical operators.vtt	20.0 KB
03. Introduction to Sympy and LaTeX/
1. Intro to Sympy, part 1.mp4	48.2 MB
1. Intro to Sympy, part 1.vtt	15.6 KB
2. Intro to LaTeX.mp4	81.2 MB
2. Intro to LaTeX.vtt	23.5 KB
3. Intro to Sympy, part 2.mp4	85.0 MB
3. Intro to Sympy, part 2.vtt	23.0 KB
4. Printing with f-strings.mp4	39.6 MB
4. Printing with f-strings.vtt	10.7 KB
5. Example Use Sympy to understand the law of exponents.mp4	60.5 MB
5. Example Use Sympy to understand the law of exponents.vtt	16.8 KB
6. SympyLatex bug hunt!.mp4	110.7 MB
6. SympyLatex bug hunt!.vtt	16.8 KB
04. Python data types/
1. Numbers and strings.mp4	80.2 MB
1. Numbers and strings.vtt	21.6 KB
2. Lists and numpy arrays.mp4	190.3 MB
2. Lists and numpy arrays.vtt	28.0 KB
05. Algebra 1/
1. Solving for x.mp4	59.5 MB
1. Solving for x.vtt	18.7 KB
10. Greatest common denominator exercises.mp4	44.8 MB
10. Greatest common denominator exercises.vtt	11.2 KB
11. Introduction to Python dictionaries.mp4	53.9 MB
11. Introduction to Python dictionaries.vtt	15.8 KB
12. Prime factorization.mp4	60.7 MB
12. Prime factorization.vtt	14.7 KB
13. Solving inequalities.mp4	86.0 MB
13. Solving inequalities.vtt	16.7 KB
14. Adding polynomials.mp4	77.2 MB
14. Adding polynomials.vtt	21.4 KB
15. Multiplying polynomials.mp4	57.4 MB
15. Multiplying polynomials.vtt	14.8 KB
16. Dividing by polynomials.mp4	71.0 MB
16. Dividing by polynomials.vtt	18.5 KB
17. Factoring polynomials.mp4	50.0 MB
17. Factoring polynomials.vtt	15.3 KB
18. Algebra 1 bug hunt!.mp4	106.3 MB
18. Algebra 1 bug hunt!.vtt	16.8 KB
2. Solving for x exercises.mp4	67.6 MB
2. Solving for x exercises.vtt	20.6 KB
3. Expanding terms.mp4	68.4 MB
3. Expanding terms.vtt	19.1 KB
4. Creating and accessing matrices with numpy.mp4	59.9 MB
4. Creating and accessing matrices with numpy.vtt	18.3 KB
5. Exercise Create a multiplication table.mp4	99.7 MB
5. Exercise Create a multiplication table.vtt	13.1 KB
6. Associative, commutative, and distributive properties.mp4	57.7 MB
6. Associative, commutative, and distributive properties.vtt	17.7 KB
7. Creating and working with Python lists.mp4	70.9 MB
7. Creating and working with Python lists.vtt	20.8 KB
8. More on slicing in Python.mp4	46.1 MB
8. More on slicing in Python.vtt	11.5 KB
9. Greatest common denominator.mp4	36.3 MB
9. Greatest common denominator.vtt	12.0 KB
06. Graphing and visualization/
1. Plotting coordinates on a plane.mp4	48.5 MB
1. Plotting coordinates on a plane.vtt	15.5 KB
10. Images from matrices exercise.mp4	30.3 MB
10. Images from matrices exercise.vtt	8.0 KB
11. Drawing patches with polygons.mp4	68.2 MB
11. Drawing patches with polygons.vtt	22.4 KB
12. Exporting graphics as pictures.mp4	26.8 MB
12. Exporting graphics as pictures.vtt	4.3 KB
13. Graphing bug hunt!.mp4	168.0 MB
13. Graphing bug hunt!.vtt	23.0 KB
2. Plotting coordinates on a plane exercise.mp4	15.2 MB
2. Plotting coordinates on a plane exercise.vtt	4.6 KB
3. Graphing lines part 1 startend notation.mp4	47.6 MB
3. Graphing lines part 1 startend notation.vtt	19.5 KB
4. Graphing lines part 2 slope-intercept form.mp4	69.9 MB
4. Graphing lines part 2 slope-intercept form.vtt	18.5 KB
5. Graphing rational functions.mp4	55.5 MB
5. Graphing rational functions.vtt	17.5 KB
6. Plotting with Sympy.mp4	80.4 MB
6. Plotting with Sympy.vtt	21.3 KB
7. Plotting with Sympy exercises.mp4	62.3 MB
7. Plotting with Sympy exercises.vtt	13.9 KB
8. Course tangent self-accountability in online learning.mp4	18.7 MB
8. Course tangent self-accountability in online learning.vtt	3.7 KB
9. Making images from matrices.mp4	130.1 MB
9. Making images from matrices.vtt	18.9 KB
07. Algebra 2/
1. Summation and products.mp4	57.8 MB
1. Summation and products.vtt	20.5 KB
10. Revisiting the quadratic equation with complex numbers.mp4	71.1 MB
10. Revisiting the quadratic equation with complex numbers.vtt	10.2 KB
11. The unit circle.mp4	41.6 MB
11. The unit circle.vtt	15.8 KB
12. Natural exponent and logarithm.mp4	43.5 MB
12. Natural exponent and logarithm.vtt	13.4 KB
13. Find a specific point on a Gaussian.mp4	54.1 MB
13. Find a specific point on a Gaussian.vtt	20.2 KB
14. Exercise A family of Gaussians.mp4	31.2 MB
14. Exercise A family of Gaussians.vtt	9.1 KB
15. Graphing the complex roots of unity.mp4	145.4 MB
15. Graphing the complex roots of unity.vtt	21.7 KB
16. Log-spaced and linearly spaced numbers.mp4	43.7 MB
16. Log-spaced and linearly spaced numbers.vtt	11.1 KB
17. Logarithm properties Multiplication and division.mp4	80.4 MB
17. Logarithm properties Multiplication and division.vtt	18.6 KB
18. Arithmetic and geometric sequences.mp4	57.0 MB
18. Arithmetic and geometric sequences.vtt	18.0 KB
19. Orders of magnitude and scientific notation.mp4	70.6 MB
19. Orders of magnitude and scientific notation.vtt	24.2 KB
2. Differences (discrete derivative).mp4	68.2 MB
2. Differences (discrete derivative).vtt	22.3 KB
20. Maxima and minima of functions.mp4	64.4 MB
20. Maxima and minima of functions.vtt	20.0 KB
21. Even and odd functions.mp4	46.6 MB
21. Even and odd functions.vtt	13.3 KB
22. Algebra 2 bug hunt!.mp4	177.8 MB
22. Algebra 2 bug hunt!.vtt	24.2 KB
3. Roots of polynomials.mp4	44.7 MB
3. Roots of polynomials.vtt	13.8 KB
4. Roots of polynomials exercise.mp4	41.7 MB
4. Roots of polynomials exercise.vtt	8.8 KB
5. The quadratic equation.mp4	103.4 MB
5. The quadratic equation.vtt	23.9 KB
6. Complex numbers addition and subtraction.mp4	67.6 MB
6. Complex numbers addition and subtraction.vtt	17.5 KB
7. Complex numbers conjugate and multiplication.mp4	52.1 MB
7. Complex numbers conjugate and multiplication.vtt	15.2 KB
8. Complex numbers division.mp4	69.3 MB
8. Complex numbers division.vtt	19.5 KB
9. Graphing complex numbers.mp4	42.4 MB
9. Graphing complex numbers.vtt	12.5 KB
08. Graphing conic sections/
1. Graphing parabolas.mp4	59.2 MB
1. Graphing parabolas.vtt	17.1 KB
2. Creating contours from meshes in Python.mp4	67.5 MB
2. Creating contours from meshes in Python.vtt	17.3 KB
3. Graphing circles.mp4	72.3 MB
3. Graphing circles.vtt	20.5 KB
4. Graphing ellipses.mp4	45.2 MB
4. Graphing ellipses.vtt	17.2 KB
5. Graphing hyperbolas.mp4	63.9 MB
5. Graphing hyperbolas.vtt	18.0 KB
6. Conic bug hunt!.mp4	52.4 MB
6. Conic bug hunt!.vtt	7.3 KB
09. Trigonometry/
1. Introduction to random numbers.mp4	64.6 MB
1. Introduction to random numbers.vtt	14.7 KB
10. Euler's formula exercise.mp4	61.6 MB
10. Euler's formula exercise.vtt	13.4 KB
11. Exercise random exploding Euler.mp4	29.6 MB
11. Exercise random exploding Euler.vtt	9.1 KB
12. Exercise random snakes with cosine and sine.mp4	54.2 MB
12. Exercise random snakes with cosine and sine.vtt	13.2 KB
13. Trigonometry bug hunt!.mp4	115.0 MB
13. Trigonometry bug hunt!.vtt	14.2 KB
2. Introduction to random numbers exercise.mp4	48.5 MB
2. Introduction to random numbers exercise.vtt	12.1 KB
3. Exercise Plotting random phase angles.mp4	22.4 MB
3. Exercise Plotting random phase angles.vtt	7.3 KB
4. Converting between radians and degrees.mp4	34.9 MB
4. Converting between radians and degrees.vtt	9.9 KB
5. Converting angles exercise.mp4	88.8 MB
5. Converting angles exercise.vtt	19.0 KB
6. The Pythagorean theorem.mp4	64.9 MB
6. The Pythagorean theorem.vtt	21.5 KB
7. Graphing resolution for sine, cosine, and tangent.mp4	59.5 MB
7. Graphing resolution for sine, cosine, and tangent.vtt	14.7 KB
8. Graphing and resolution Exercise.mp4	86.3 MB
8. Graphing and resolution Exercise.vtt	18.5 KB
9. Euler's formula.mp4	45.1 MB
9. Euler's formula.vtt	14.3 KB
10. Art from trigonometry/
1. Astroid radial curve.mp4	104.7 MB
1. Astroid radial curve.vtt	19.8 KB
2. Rose curves.mp4	85.9 MB
2. Rose curves.vtt	14.2 KB
3. Squircle.mp4	75.6 MB
3. Squircle.vtt	11.2 KB
4. Logarithmic spiral.mp4	71.5 MB
4. Logarithmic spiral.vtt	13.4 KB
5. Logistic map.mp4	85.5 MB
5. Logistic map.vtt	26.4 KB
11. Calculus/
1. Mathematical proofs vs. intuition with examples.mp4	12.5 MB
1. Mathematical proofs vs. intuition with examples.vtt	4.1 KB
10. Graphing tangent lines exercise.mp4	66.8 MB
10. Graphing tangent lines exercise.vtt	14.3 KB
11. Finding critical points.mp4	86.1 MB
11. Finding critical points.vtt	19.4 KB
12. Finding critical points exercise.mp4	76.1 MB
12. Finding critical points exercise.vtt	17.2 KB
13. Partial derivatives.mp4	47.9 MB
13. Partial derivatives.vtt	13.0 KB
14. Indefinite and definite integrals.mp4	53.2 MB
14. Indefinite and definite integrals.vtt	18.7 KB
15. Exercise The fundamental theorem of calculus.mp4	13.3 MB
15. Exercise The fundamental theorem of calculus.vtt	5.4 KB
16. Area between two curves.mp4	84.0 MB
16. Area between two curves.vtt	14.6 KB
17. Area between two curves exercise.mp4	111.7 MB
17. Area between two curves exercise.vtt	16.2 KB
18. Calculus bug hunt!.mp4	148.0 MB
18. Calculus bug hunt!.vtt	18.8 KB
2. Computing limits of a function.mp4	66.8 MB
2. Computing limits of a function.vtt	16.2 KB
3. Computing limits exercise.mp4	56.4 MB
3. Computing limits exercise.vtt	13.7 KB
4. Piecewise functions.mp4	77.2 MB
4. Piecewise functions.vtt	18.7 KB
5. Derivatives of polynomials.mp4	69.4 MB
5. Derivatives of polynomials.vtt	16.9 KB
6. Derivatives of polynomials exercise.mp4	79.7 MB
6. Derivatives of polynomials exercise.vtt	10.4 KB
7. Derivatives of trig functions.mp4	50.2 MB
7. Derivatives of trig functions.vtt	13.7 KB
8. Derivatives of trig functions exercise.mp4	33.0 MB
8. Derivatives of trig functions exercise.vtt	9.6 KB
9. Graphing a function tangent line.mp4	122.9 MB
9. Graphing a function tangent line.vtt	16.2 KB
12. Linear algebra/
1. Row and column vectors.mp4	66.9 MB
1. Row and column vectors.vtt	20.1 KB
10. Matrix pseudoinverse exercise.mp4	60.4 MB
10. Matrix pseudoinverse exercise.vtt	11.8 KB
11. Solving a system of equations.mp4	92.7 MB
11. Solving a system of equations.vtt	22.2 KB
12. Visualizing matrix-vector multiplication.mp4	58.1 MB
12. Visualizing matrix-vector multiplication.vtt	16.8 KB
13. Eigenvalues and eigenvectors.mp4	58.7 MB
13. Eigenvalues and eigenvectors.vtt	16.0 KB
14. Eigendecomposition Exercise.mp4	59.3 MB
14. Eigendecomposition Exercise.vtt	14.7 KB
15. Singular value decomposition.mp4	57.1 MB
15. Singular value decomposition.vtt	14.6 KB
16. SVD of Einstein exercise.mp4	105.5 MB
16. SVD of Einstein exercise.vtt	14.5 KB
17. Linear algebra BUG HUNT!.mp4	185.2 MB
17. Linear algebra BUG HUNT!.vtt	23.7 KB
2. Adding and scalar-multiplying vectors.mp4	62.6 MB
2. Adding and scalar-multiplying vectors.vtt	19.5 KB
3. The dot product.mp4	53.1 MB
3. The dot product.vtt	17.9 KB
4. Dot product application Correlation coefficient.mp4	51.6 MB
4. Dot product application Correlation coefficient.vtt	14.5 KB
5. The outer product.mp4	46.4 MB
5. The outer product.vtt	12.3 KB
6. Matrix multiplication.mp4	126.3 MB
6. Matrix multiplication.vtt	19.1 KB
7. Transposing vectors and matrices.mp4	59.6 MB
7. Transposing vectors and matrices.vtt	16.5 KB
8. Various special matrices.mp4	78.8 MB
8. Various special matrices.vtt	22.0 KB
9. Matrix inverse.mp4	44.9 MB
9. Matrix inverse.vtt	13.5 KB
13. Probabilities and histograms/
1. Histograms and probability densities.mp4	68.8 MB
1. Histograms and probability densities.vtt	15.9 KB
10. Probability bug hunt!.mp4	105.1 MB
10. Probability bug hunt!.vtt	12.0 KB
2. Probability exercise math functions.mp4	41.0 MB
2. Probability exercise math functions.vtt	13.8 KB
3. Virtual coin tosses.mp4	62.8 MB
3. Virtual coin tosses.vtt	16.1 KB
4. Exercise Virtual weighted dice.mp4	122.9 MB
4. Exercise Virtual weighted dice.vtt	17.8 KB
5. Building distributions from random numbers.mp4	102.2 MB
5. Building distributions from random numbers.vtt	21.7 KB
6. Exercise Normalize any distribution to Gaussian.mp4	92.6 MB
6. Exercise Normalize any distribution to Gaussian.vtt	13.8 KB
7. The central limit theorem.mp4	129.1 MB
7. The central limit theorem.vtt	17.2 KB
8. Exercise the central limit theorem.mp4	75.8 MB
8. Exercise the central limit theorem.vtt	13.3 KB
9. Joint probability distributions.mp4	68.3 MB
9. Joint probability distributions.vtt	18.2 KB
14. Number theory/
1. Counting perfect numbers.mp4	108.0 MB
1. Counting perfect numbers.vtt	30.1 KB
10. Number theory bug hunt!.mp4	134.5 MB
10. Number theory bug hunt!.vtt	18.6 KB
2. Euclid's Pythagorean triplets.mp4	162.6 MB
2. Euclid's Pythagorean triplets.vtt	21.4 KB
3. Fermat's theorem.mp4	108.3 MB
3. Fermat's theorem.vtt	20.9 KB
4. Plotting number sequences.mp4	70.8 MB
4. Plotting number sequences.vtt	19.3 KB
5. Exercise condivergent sequences.mp4	75.1 MB
5. Exercise condivergent sequences.vtt	16.7 KB
6. Heron's method of square roots.mp4	114.6 MB
6. Heron's method of square roots.vtt	29.7 KB
7. Exercise Heron's mosquito spaceship #13.mp4	129.3 MB
7. Exercise Heron's mosquito spaceship #13.vtt	18.3 KB
8. Smooth numbers.mp4	163.8 MB
8. Smooth numbers.vtt	27.2 KB
9. Exercise Smooth numbers.mp4	98.5 MB
9. Exercise Smooth numbers.vtt	10.9 KB
15. Bonus/
1. Bonus.html	16.6 KB
Total files 327