Udemy - Master Math by Coding in Python 2020-2

File Name

Size

01. Introductions and installations/01. (Important) How to get the most out of this course!.mp4

37 MB

01. Introductions and installations/01. (Important) How to get the most out of this course!.srt

8.3 kB

01. Introductions and installations/02. Using Python through Jupyter (installing Anaconda).mp4

41 MB

01. Introductions and installations/02. Using Python through Jupyter (installing Anaconda).srt

9.4 kB

01. Introductions and installations/03. Using Python online (no installation!).mp4

60 MB

01. Introductions and installations/03. Using Python online (no installation!).srt

12 kB

01. Introductions and installations/04. Create a beautiful harmonograph!.mp4

56 MB

01. Introductions and installations/04. Create a beautiful harmonograph!.srt

10 kB

01. Introductions and installations/04.1 MXC_pymath_harmonograph.zip.zip

940 B

01. Introductions and installations/05. Getting help in Python.mp4

51 MB

01. Introductions and installations/05. Getting help in Python.srt

14 kB

02. Arithmetic/01. Python code for this section.html

62 B

02. Arithmetic/01.1 pymath_arithmetic_pythonCodes.zip.zip

6.2 kB

02. Arithmetic/02. Addition, subtraction, multiplication, division.mp4

30 MB

02. Arithmetic/02. Addition, subtraction, multiplication, division.srt

12 kB

02. Arithmetic/03. Using variables in place of numbers.mp4

41 MB

02. Arithmetic/03. Using variables in place of numbers.srt

16 kB

02. Arithmetic/04. Printing out equations in Jupyter notebook.mp4

89 MB

02. Arithmetic/04. Printing out equations in Jupyter notebook.srt

33 kB

02. Arithmetic/05. Writing comments in Python.mp4

15 MB

02. Arithmetic/05. Writing comments in Python.srt

6.6 kB

02. Arithmetic/06. Exponents (powers).mp4

64 MB

02. Arithmetic/06. Exponents (powers).srt

24 kB

02. Arithmetic/07. Using for-loops to compute powers.mp4

59 MB

02. Arithmetic/07. Using for-loops to compute powers.srt

21 kB

02. Arithmetic/08. Order of operations.mp4

48 MB

02. Arithmetic/08. Order of operations.srt

18 kB

02. Arithmetic/09. Testing inequalities and Boolean data type.mp4

47 MB

02. Arithmetic/09. Testing inequalities and Boolean data type.srt

20 kB

02. Arithmetic/10. Using if-statements and logical operators.mp4

67 MB

02. Arithmetic/10. Using if-statements and logical operators.srt

23 kB

02. Arithmetic/11. Absolute value.mp4

55 MB

02. Arithmetic/11. Absolute value.srt

18 kB

02. Arithmetic/12. Remainder after division (modulus).mp4

66 MB

02. Arithmetic/12. Remainder after division (modulus).srt

21 kB

02. Arithmetic/13. Create interactive math functions, part 1.mp4

59 MB

02. Arithmetic/13. Create interactive math functions, part 1.srt

19 kB

02. Arithmetic/14. Create interactive math functions, part 2.mp4

81 MB

02. Arithmetic/14. Create interactive math functions, part 2.srt

23 kB

02. Arithmetic/15. Create interactive math functions, part 3.mp4

63 MB

02. Arithmetic/15. Create interactive math functions, part 3.srt

20 kB

02. Arithmetic/16. Arithmetic bug hunt!.mp4

89 MB

02. Arithmetic/16. Arithmetic bug hunt!.srt

24 kB

03. Introduction to Sympy and LaTeX/01. Python code for this section.html

69 B

03. Introduction to Sympy and LaTeX/01.1 pymath_sympyLatex_pythonCodes.zip.zip

3.4 kB

03. Introduction to Sympy and LaTeX/02. Intro to Sympy, part 1.mp4

55 MB

03. Introduction to Sympy and LaTeX/02. Intro to Sympy, part 1.srt

18 kB

03. Introduction to Sympy and LaTeX/03. Intro to LaTeX.mp4

86 MB

03. Introduction to Sympy and LaTeX/03. Intro to LaTeX.srt

26 kB

03. Introduction to Sympy and LaTeX/04. Intro to Sympy, part 2.mp4

90 MB

03. Introduction to Sympy and LaTeX/04. Intro to Sympy, part 2.srt

26 kB

03. Introduction to Sympy and LaTeX/05. Example Use Sympy to understand the law of exponents.mp4

64 MB

03. Introduction to Sympy and LaTeX/05. Example Use Sympy to understand the law of exponents.srt

19 kB

03. Introduction to Sympy and LaTeX/06. SympyLatex bug hunt!.mp4

74 MB

03. Introduction to Sympy and LaTeX/06. SympyLatex bug hunt!.srt

19 kB

04. Algebra 1/01. Python code for this section.html

70 B

04. Algebra 1/01.1 pymath_algebra1_pythonCodes.zip.zip

7.7 kB

04. Algebra 1/02. Solving for x.mp4

63 MB

04. Algebra 1/02. Solving for x.srt

21 kB

04. Algebra 1/03. Solving for x exercises.mp4

73 MB

04. Algebra 1/03. Solving for x exercises.srt

23 kB

04. Algebra 1/04. Expanding terms.mp4

73 MB

04. Algebra 1/04. Expanding terms.srt

22 kB

04. Algebra 1/05. Creating and accessing matrices with numpy.mp4

66 MB

04. Algebra 1/05. Creating and accessing matrices with numpy.srt

21 kB

04. Algebra 1/06. Exercise Create a multiplication table.mp4

59 MB

04. Algebra 1/06. Exercise Create a multiplication table.srt

15 kB

04. Algebra 1/07. Associative, commutative, and distributive properties.mp4

63 MB

04. Algebra 1/07. Associative, commutative, and distributive properties.srt

20 kB

04. Algebra 1/08. Creating and working with Python lists.mp4

75 MB

04. Algebra 1/08. Creating and working with Python lists.srt

24 kB

04. Algebra 1/09. More on slicing in Python.mp4

33 MB

04. Algebra 1/09. More on slicing in Python.srt

13 kB

04. Algebra 1/10. Greatest common denominator.mp4

40 MB

04. Algebra 1/10. Greatest common denominator.srt

14 kB

04. Algebra 1/11. Greatest common denominator exercises.mp4

50 MB

04. Algebra 1/11. Greatest common denominator exercises.srt

13 kB

04. Algebra 1/12. Introduction to Python dictionaries.mp4

58 MB

04. Algebra 1/12. Introduction to Python dictionaries.srt

18 kB

04. Algebra 1/13. Prime factorization.mp4

62 MB

04. Algebra 1/13. Prime factorization.srt

17 kB

04. Algebra 1/14. Solving inequalities.mp4

61 MB

04. Algebra 1/14. Solving inequalities.srt

19 kB

04. Algebra 1/15. Adding polynomials.mp4

81 MB

04. Algebra 1/15. Adding polynomials.srt

24 kB

04. Algebra 1/16. Multiplying polynomials.mp4

62 MB

04. Algebra 1/16. Multiplying polynomials.srt

17 kB

04. Algebra 1/17. Dividing by polynomials.mp4

78 MB

04. Algebra 1/17. Dividing by polynomials.srt

21 kB

04. Algebra 1/18. Factoring polynomials.mp4

55 MB

04. Algebra 1/18. Factoring polynomials.srt

17 kB

04. Algebra 1/19. Algebra 1 bug hunt!.mp4

69 MB

04. Algebra 1/19. Algebra 1 bug hunt!.srt

20 kB

05. Graphing and visualization/01. Python code for this section.html

67 B

05. Graphing and visualization/01.1 pymath_graphing_pythonCodes.zip.zip

5.2 kB

05. Graphing and visualization/02. Plotting coordinates on a plane.mp4

54 MB

05. Graphing and visualization/02. Plotting coordinates on a plane.srt

18 kB

05. Graphing and visualization/03. Plotting coordinates on a plane exercise.mp4

18 MB

05. Graphing and visualization/03. Plotting coordinates on a plane exercise.srt

5.0 kB

05. Graphing and visualization/04. Graphing lines part 1 startend notation.mp4

64 MB

05. Graphing and visualization/04. Graphing lines part 1 startend notation.srt

22 kB

05. Graphing and visualization/05. Graphing lines part 2 slope-intercept form.mp4

67 MB

05. Graphing and visualization/05. Graphing lines part 2 slope-intercept form.srt

21 kB

05. Graphing and visualization/06. Graphing rational functions.mp4

60 MB

05. Graphing and visualization/06. Graphing rational functions.srt

20 kB

05. Graphing and visualization/07. Plotting with Sympy.mp4

76 MB

05. Graphing and visualization/07. Plotting with Sympy.srt

24 kB

05. Graphing and visualization/08. Plotting with Sympy exercises.mp4

60 MB

05. Graphing and visualization/08. Plotting with Sympy exercises.srt

124 MB

05. Graphing and visualization/09. Making images from matrices.mp4

91 MB

05. Graphing and visualization/09. Making images from matrices.srt

22 kB

05. Graphing and visualization/10. Images from matrices exercise.mp4

35 MB

05. Graphing and visualization/10. Images from matrices exercise.srt

9.1 kB

05. Graphing and visualization/11. Drawing patches with polygons.mp4

76 MB

05. Graphing and visualization/11. Drawing patches with polygons.srt

25 kB

05. Graphing and visualization/12. Exporting graphics as pictures.mp4

29 MB

05. Graphing and visualization/12. Exporting graphics as pictures.srt

4.8 kB

05. Graphing and visualization/13. Graphing bug hunt!.mp4

118 MB

05. Graphing and visualization/13. Graphing bug hunt!.srt

27 kB

06. Algebra 2/01. Python code for this section.html

65 B

06. Algebra 2/01.1 pymath_algebra2_pythonCodes.zip.zip

8.7 kB

06. Algebra 2/02. Summation and products.mp4

66 MB

06. Algebra 2/02. Summation and products.srt

23 kB

06. Algebra 2/03. Differences (discrete derivative).mp4

65 MB

06. Algebra 2/03. Differences (discrete derivative).srt

19 kB

06. Algebra 2/04. Roots of polynomials.mp4

50 MB

06. Algebra 2/04. Roots of polynomials.srt

16 kB

06. Algebra 2/05. Roots of polynomials exercise.mp4

40 MB

06. Algebra 2/05. Roots of polynomials exercise.srt

9.4 kB

06. Algebra 2/06. The quadratic equation.mp4

96 MB

06. Algebra 2/06. The quadratic equation.srt

27 kB

06. Algebra 2/07. Complex numbers addition and subtraction.mp4

66 MB

06. Algebra 2/07. Complex numbers addition and subtraction.srt

20 kB

06. Algebra 2/08. Complex numbers conjugate and multiplication.mp4

60 MB

06. Algebra 2/08. Complex numbers conjugate and multiplication.srt

18 kB

06. Algebra 2/09. Complex numbers division.mp4

73 MB

06. Algebra 2/09. Complex numbers division.srt

21 kB

06. Algebra 2/10. Graphing complex numbers.mp4

50 MB

06. Algebra 2/10. Graphing complex numbers.srt

14 kB

06. Algebra 2/11. Revisiting the quadratic equation with complex numbers.mp4

48 MB

06. Algebra 2/11. Revisiting the quadratic equation with complex numbers.srt

12 kB

06. Algebra 2/12. The unit circle.mp4

58 MB

06. Algebra 2/12. The unit circle.srt

18 kB

06. Algebra 2/13. Natural exponent and logarithm.mp4

51 MB

06. Algebra 2/13. Natural exponent and logarithm.srt

15 kB

06. Algebra 2/14. Find a specific point on a Gaussian.mp4

63 MB

06. Algebra 2/14. Find a specific point on a Gaussian.srt

22 kB

06. Algebra 2/15. Exercise A family of Gaussians.mp4

36 MB

06. Algebra 2/15. Exercise A family of Gaussians.srt

10 kB

06. Algebra 2/16. Graphing the complex roots of unity.mp4

84 MB

06. Algebra 2/16. Graphing the complex roots of unity.srt

24 kB

06. Algebra 2/17. Log-spaced and linearly spaced numbers.mp4

44 MB

06. Algebra 2/17. Log-spaced and linearly spaced numbers.srt

12 kB

06. Algebra 2/18. Logarithm properties Multiplication and division.mp4

79 MB

06. Algebra 2/18. Logarithm properties Multiplication and division.srt

21 kB

06. Algebra 2/19. Arithmetic and geometric sequences.mp4

64 MB

06. Algebra 2/19. Arithmetic and geometric sequences.srt

20 kB

06. Algebra 2/20. Orders of magnitude and scientific notation.mp4

78 MB

06. Algebra 2/20. Orders of magnitude and scientific notation.srt

27 kB

06. Algebra 2/21. Maxima and minima of functions.mp4

74 MB

06. Algebra 2/21. Maxima and minima of functions.srt

22 kB

06. Algebra 2/22. Even and odd functions.mp4

54 MB

06. Algebra 2/22. Even and odd functions.srt

15 kB

06. Algebra 2/23. Algebra 2 bug hunt!.mp4

121 MB

06. Algebra 2/23. Algebra 2 bug hunt!.srt

28 kB

07. Graphing conic sections/01. Python code for this section.html

70 B

07. Graphing conic sections/01.1 pymath_conics_pythonCodes.zip.zip

3.3 kB

07. Graphing conic sections/02. Graphing parabolas.mp4

67 MB

07. Graphing conic sections/02. Graphing parabolas.srt

19 kB

07. Graphing conic sections/03. Creating contours from meshes in Python.mp4

75 MB

07. Graphing conic sections/03. Creating contours from meshes in Python.srt

19 kB

07. Graphing conic sections/04. Graphing circles.mp4

82 MB

07. Graphing conic sections/04. Graphing circles.srt

23 kB

07. Graphing conic sections/05. Graphing ellipses.mp4

63 MB

07. Graphing conic sections/05. Graphing ellipses.srt

19 kB

07. Graphing conic sections/06. Graphing hyperbolas.mp4

71 MB

07. Graphing conic sections/06. Graphing hyperbolas.srt

20 kB

07. Graphing conic sections/07. Conic bug hunt!.mp4

36 MB

07. Graphing conic sections/07. Conic bug hunt!.srt

8.4 kB

08. Trigonometry/01. Python code for this section.html

62 B

08. Trigonometry/01.1 pymath_trigonometry_pythonCodes.zip.zip

5.2 kB

08. Trigonometry/02. Introduction to random numbers.mp4

68 MB

08. Trigonometry/02. Introduction to random numbers.srt

16 kB

08. Trigonometry/03. Introduction to random numbers exercise.mp4

57 MB

08. Trigonometry/03. Introduction to random numbers exercise.srt

13 kB

08. Trigonometry/04. Exercise Plotting random phase angles.mp4

31 MB

08. Trigonometry/04. Exercise Plotting random phase angles.srt

7.9 kB

08. Trigonometry/05. Converting between radians and degrees.mp4

39 MB

08. Trigonometry/05. Converting between radians and degrees.srt

11 kB

08. Trigonometry/06. Converting angles exercise.mp4

83 MB

08. Trigonometry/06. Converting angles exercise.srt

22 kB

08. Trigonometry/07. The Pythagorean theorem.mp4

74 MB

08. Trigonometry/07. The Pythagorean theorem.srt

24 kB

08. Trigonometry/08. Graphing resolution for sine, cosine, and tangent.mp4

65 MB

08. Trigonometry/08. Graphing resolution for sine, cosine, and tangent.srt

16 kB

08. Trigonometry/09. Graphing and resolution Exercise.mp4

82 MB

08. Trigonometry/09. Graphing and resolution Exercise.srt

21 kB

08. Trigonometry/10. Euler's formula.mp4

53 MB

08. Trigonometry/10. Euler's formula.srt

16 kB

08. Trigonometry/11. Euler's formula exercise.mp4

59 MB

08. Trigonometry/11. Euler's formula exercise.srt

15 kB

08. Trigonometry/12. Exercise random exploding Euler.mp4

41 MB

08. Trigonometry/12. Exercise random exploding Euler.srt

10 kB

08. Trigonometry/13. Exercise random snakes with cosine and sine.mp4

55 MB

08. Trigonometry/13. Exercise random snakes with cosine and sine.srt

15 kB

08. Trigonometry/14. Trigonometry bug hunt!.mp4

76 MB

08. Trigonometry/14. Trigonometry bug hunt!.srt

16 kB

09. Art from trigonometry/01. Python code for this section.html

70 B

09. Art from trigonometry/01.1 MXC_pymath_art_from_trig.zip.zip

1.4 kB

09. Art from trigonometry/02. Astroid radial curve.mp4

75 MB

09. Art from trigonometry/02. Astroid radial curve.srt

22 kB

09. Art from trigonometry/03. Rose curves.mp4

61 MB

09. Art from trigonometry/03. Rose curves.srt

16 kB

09. Art from trigonometry/04. Squircle.mp4

55 MB

09. Art from trigonometry/04. Squircle.srt

13 kB

09. Art from trigonometry/05. Logarithmic spiral.mp4

52 MB

09. Art from trigonometry/05. Logarithmic spiral.srt

15 kB

10. Calculus/01. Python code for this section.html

67 B

10. Calculus/01.1 pymath_calc.zip.zip

6.8 kB

10. Calculus/02. Mathematical proofs vs. intuition with examples.mp4

20 MB

10. Calculus/02. Mathematical proofs vs. intuition with examples.srt

4.3 kB

10. Calculus/03. Computing limits of a function.mp4

65 MB

10. Calculus/03. Computing limits of a function.srt

18 kB

10. Calculus/04. Computing limits exercise.mp4

60 MB

10. Calculus/04. Computing limits exercise.srt

15 kB

10. Calculus/05. Piecewise functions.mp4

77 MB

10. Calculus/05. Piecewise functions.srt

21 kB

10. Calculus/06. Derivatives of polynomials.mp4

66 MB

10. Calculus/06. Derivatives of polynomials.srt

19 kB

10. Calculus/07. Derivatives of polynomials exercise.mp4

55 MB

10. Calculus/07. Derivatives of polynomials exercise.srt

12 kB

10. Calculus/08. Derivatives of trig functions.mp4

56 MB

10. Calculus/08. Derivatives of trig functions.srt

15 kB

10. Calculus/09. Derivatives of trig functions exercise.mp4

49 MB

10. Calculus/09. Derivatives of trig functions exercise.srt

11 kB

10. Calculus/10. Graphing a function tangent line.mp4

70 MB

10. Calculus/10. Graphing a function tangent line.srt

18 kB

10. Calculus/11. Graphing tangent lines exercise.mp4

61 MB

10. Calculus/11. Graphing tangent lines exercise.srt

16 kB

10. Calculus/12. Finding critical points.mp4

84 MB

10. Calculus/12. Finding critical points.srt

22 kB

10. Calculus/13. Finding critical points exercise.mp4

90 MB

10. Calculus/13. Finding critical points exercise.srt

20 kB

10. Calculus/14. Partial derivatives.mp4

56 MB

10. Calculus/14. Partial derivatives.srt

15 kB

10. Calculus/15. Indefinite and definite integrals.mp4

61 MB

10. Calculus/15. Indefinite and definite integrals.srt

20 kB

10. Calculus/16. Exercise The fundamental theorem of calculus.mp4

20 MB

10. Calculus/16. Exercise The fundamental theorem of calculus.srt

6.2 kB

10. Calculus/17. Area between two curves.mp4

59 MB

10. Calculus/17. Area between two curves.srt

16 kB

10. Calculus/18. Area between two curves exercise.mp4

76 MB

10. Calculus/18. Area between two curves exercise.srt

18 kB

10. Calculus/19. Calculus bug hunt!.mp4

105 MB

10. Calculus/19. Calculus bug hunt!.srt

21 kB

11. Linear algebra/01. Python code for this section.html

77 B

11. Linear algebra/01.1 pymath_linalg.zip.zip

408 kB

11. Linear algebra/02. Row and column vectors.mp4

75 MB

11. Linear algebra/02. Row and column vectors.srt

22 kB

11. Linear algebra/03. Adding and scalar-multiplying vectors.mp4

70 MB

11. Linear algebra/03. Adding and scalar-multiplying vectors.srt

21 kB

11. Linear algebra/04. The dot product.mp4

72 MB

11. Linear algebra/04. The dot product.srt

20 kB

11. Linear algebra/05. Dot product application Correlation coefficient.mp4

56 MB

11. Linear algebra/05. Dot product application Correlation coefficient.srt

16 kB

11. Linear algebra/06. The outer product.mp4

53 MB

11. Linear algebra/06. The outer product.srt

14 kB

11. Linear algebra/07. Matrix multiplication.mp4

78 MB

11. Linear algebra/07. Matrix multiplication.srt

21 kB

11. Linear algebra/08. Transposing vectors and matrices.mp4

60 MB

11. Linear algebra/08. Transposing vectors and matrices.srt

18 kB

11. Linear algebra/09. Various special matrices.mp4

90 MB

11. Linear algebra/09. Various special matrices.srt

24 kB

11. Linear algebra/10. Matrix inverse.mp4

52 MB

11. Linear algebra/10. Matrix inverse.srt

15 kB

11. Linear algebra/11. Matrix pseudoinverse exercise.mp4

62 MB

11. Linear algebra/11. Matrix pseudoinverse exercise.srt

13 kB

11. Linear algebra/12. Solving a system of equations.mp4

92 MB

11. Linear algebra/12. Solving a system of equations.srt

24 kB

11. Linear algebra/13. Visualizing matrix-vector multiplication.mp4

65 MB

11. Linear algebra/13. Visualizing matrix-vector multiplication.srt

19 kB

11. Linear algebra/14. Eigenvalues and eigenvectors.mp4

69 MB

11. Linear algebra/14. Eigenvalues and eigenvectors.srt

18 kB

11. Linear algebra/15. Eigendecomposition Exercise.mp4

66 MB

11. Linear algebra/15. Eigendecomposition Exercise.srt

16 kB

11. Linear algebra/16. Singular value decomposition.mp4

64 MB

11. Linear algebra/16. Singular value decomposition.srt

16 kB

11. Linear algebra/17. SVD of Einstein exercise.mp4

73 MB

11. Linear algebra/17. SVD of Einstein exercise.srt

16 kB

11. Linear algebra/18. Linear algebra BUG HUNT!.mp4

124 MB

11. Linear algebra/18. Linear algebra BUG HUNT!.srt

27 kB

12. Probabilities and histograms/01. Python codes for this section.html

29 B

12. Probabilities and histograms/01.1 pymath_probability_pythonCodes.zip.zip

430 kB

12. Probabilities and histograms/02. Histograms and probability densities.mp4

68 MB

12. Probabilities and histograms/02. Histograms and probability densities.srt

17 kB

12. Probabilities and histograms/03. Probability exercise math functions.mp4

59 MB

12. Probabilities and histograms/03. Probability exercise math functions.srt

16 kB

12. Probabilities and histograms/04. Virtual coin tosses.mp4

61 MB

12. Probabilities and histograms/04. Virtual coin tosses.srt

18 kB

12. Probabilities and histograms/05. Exercise Virtual weighted dice.mp4

71 MB

12. Probabilities and histograms/05. Exercise Virtual weighted dice.srt

20 kB

12. Probabilities and histograms/06. Building distributions from random numbers.mp4

96 MB

12. Probabilities and histograms/06. Building distributions from random numbers.srt

24 kB

12. Probabilities and histograms/07. Exercise Normalize any distribution to Gaussian.mp4

66 MB

12. Probabilities and histograms/07. Exercise Normalize any distribution to Gaussian.srt

15 kB

12. Probabilities and histograms/08. The central limit theorem.mp4

86 MB

12. Probabilities and histograms/08. The central limit theorem.srt

19 kB

12. Probabilities and histograms/09. Exercise the central limit theorem.mp4

72 MB

12. Probabilities and histograms/09. Exercise the central limit theorem.srt

15 kB

12. Probabilities and histograms/10. Joint probability distributions.mp4

78 MB

12. Probabilities and histograms/10. Joint probability distributions.srt

20 kB

12. Probabilities and histograms/11. Probability bug hunt!.mp4

75 MB

12. Probabilities and histograms/11. Probability bug hunt!.srt

14 kB

13. Bonus section/01. Bonus lecture.html

2.7 kB