Master Math by Coding in Python
Language: English | Size:10.69 GB
Genre:eLearning
Files Included :
001 (Important) How to get the most out of this course!.mp4 (46.52 MB)
MP4
002 Using Python through Jupyter (installing Anaconda).mp4 (64.04 MB)
MP4
003 Using Python online (no installation!).mp4 (45.65 MB)
MP4
004 Create a beautiful harmonograph!.mp4 (74.38 MB)
MP4
005 Getting help in Python.mp4 (65.18 MB)
MP4
006 (optional) Entering time-stamped notes in the Udemy video player.mp4 (8.43 MB)
MP4
002 Addition, subtraction, multiplication, division.mp4 (25.81 MB)
MP4
003 Using variables in place of numbers.mp4 (35.74 MB)
MP4
004 Printing out equations in Jupyter notebook.mp4 (79.85 MB)
MP4
005 Writing comments in Python.mp4 (14.77 MB)
MP4
006 Exponents (powers).mp4 (56.85 MB)
MP4
007 Using for-loops to compute powers.mp4 (50.97 MB)
MP4
008 Order of operations.mp4 (46.92 MB)
MP4
009 Testing inequalities and Boolean data type.mp4 (38.93 MB)
MP4
010 Using if-statements and logical operators.mp4 (57.78 MB)
MP4
011 Absolute value.mp4 (74.19 MB)
MP4
012 Remainder after division (modulus).mp4 (66.74 MB)
MP4
013 Create interactive math functions, part 1.mp4 (52.29 MB)
MP4
014 Create interactive math functions, part 2.mp4 (84.84 MB)
MP4
015 Create interactive math functions, part 3.mp4 (56.43 MB)
MP4
016 Arithmetic bug hunt!.mp4 (93.41 MB)
MP4
002 Intro to Sympy, part 1.mp4 (46.01 MB)
MP4
003 Intro to LaTeX.mp4 (77.44 MB)
MP4
004 Intro to Sympy, part 2.mp4 (81.07 MB)
MP4
005 Printing with f-strings.mp4 (37.73 MB)
MP4
006 Example Use Sympy to understand the law of exponents.mp4 (57.39 MB)
MP4
007 SympyLatex bug hunt!.mp4 (105.61 MB)
MP4
002 Numbers and strings.mp4 (76.49 MB)
MP4
003 Lists and numpy arrays.mp4 (181.46 MB)
MP4
002 Solving for x.mp4 (56.78 MB)
MP4
003 Solving for x exercises.mp4 (64.43 MB)
MP4
004 Expanding terms.mp4 (65.23 MB)
MP4
005 Creating and accessing matrices with numpy.mp4 (57.12 MB)
MP4
006 Exercise Create a multiplication table.mp4 (95.08 MB)
MP4
007 Associative, commutative, and distributive properties.mp4 (55.03 MB)
MP4
008 Creating and working with Python lists.mp4 (67.57 MB)
MP4
009 More on slicing in Python.mp4 (43.99 MB)
MP4
010 Greatest common denominator.mp4 (34.62 MB)
MP4
011 Greatest common denominator exercises.mp4 (42.73 MB)
MP4
012 Introduction to Python dictionaries.mp4 (51.36 MB)
MP4
013 Prime factorization.mp4 (57.85 MB)
MP4
014 Solving inequalities.mp4 (82.03 MB)
MP4
015 Adding polynomials.mp4 (73.62 MB)
MP4
016 Multiplying polynomials.mp4 (54.73 MB)
MP4
017 Dividing by polynomials.mp4 (67.71 MB)
MP4
018 Factoring polynomials.mp4 (47.72 MB)
MP4
019 Algebra 1 bug hunt!.mp4 (101.38 MB)
MP4
002 Plotting coordinates on a plane.mp4 (46.25 MB)
MP4
003 Plotting coordinates on a plane exercise.mp4 (14.52 MB)
MP4
004 Graphing lines part 1 startend notation.mp4 (45.44 MB)
MP4
005 Graphing lines part 2 slope-intercept form.mp4 (66.7 MB)
MP4
006 Graphing rational functions.mp4 (52.9 MB)
MP4
007 Plotting with Sympy.mp4 (76.72 MB)
MP4
008 Plotting with Sympy exercises.mp4 (59.4 MB)
MP4
009 Course tangent self-accountability in online learning.mp4 (17.84 MB)
MP4
010 Making images from matrices.mp4 (124.04 MB)
MP4
011 Images from matrices exercise.mp4 (28.87 MB)
MP4
012 Drawing patches with polygons.mp4 (65.03 MB)
MP4
013 Exporting graphics as pictures.mp4 (25.55 MB)
MP4
014 Graphing bug hunt!.mp4 (160.17 MB)
MP4
002 Summation and products.mp4 (55.11 MB)
MP4
003 Differences (discrete derivative).mp4 (65.03 MB)
MP4
004 Roots of polynomials.mp4 (42.66 MB)
MP4
005 Roots of polynomials exercise.mp4 (39.73 MB)
MP4
006 The quadratic equation.mp4 (98.6 MB)
MP4
007 Complex numbers addition and subtraction.mp4 (64.43 MB)
MP4
008 Complex numbers conjugate and multiplication.mp4 (49.7 MB)
MP4
009 Complex numbers division.mp4 (63.71 MB)
MP4
010 Graphing complex numbers.mp4 (40.41 MB)
MP4
011 Revisiting the quadratic equation with complex numbers.mp4 (67.84 MB)
MP4
012 The unit circle.mp4 (39.68 MB)
MP4
013 Natural exponent and logarithm.mp4 (41.51 MB)
MP4
014 Find a specific point on a Gaussian.mp4 (51.6 MB)
MP4
015 Exercise A family of Gaussians.mp4 (29.71 MB)
MP4
016 Graphing the complex roots of unity.mp4 (138.68 MB)
MP4
017 Log-spaced and linearly spaced numbers.mp4 (41.65 MB)
MP4
018 Logarithm properties Multiplication and division.mp4 (76.64 MB)
MP4
019 Arithmetic and geometric sequences.mp4 (54.39 MB)
MP4
020 Orders of magnitude and scientific notation.mp4 (67.34 MB)
MP4
021 Maxima and minima of functions.mp4 (61.44 MB)
MP4
022 Even and odd functions.mp4 (44.42 MB)
MP4
023 Algebra 2 bug hunt!.mp4 (169.54 MB)
MP4
002 Graphing parabolas.mp4 (56.46 MB)
MP4
003 Creating contours from meshes in Python.mp4 (64.41 MB)
MP4
004 Graphing circles.mp4 (68.99 MB)
MP4
005 Graphing ellipses.mp4 (43.1 MB)
MP4
006 Graphing hyperbolas.mp4 (60.99 MB)
MP4
007 Conic bug hunt!.mp4 (50.02 MB)
MP4
002 Introduction to random numbers.mp4 (61.62 MB)
MP4
003 Introduction to random numbers exercise.mp4 (46.3 MB)
MP4
004 Exercise Plotting random phase angles.mp4 (21.33 MB)
MP4
005 Converting between radians and degrees.mp4 (33.32 MB)
MP4
006 Converting angles exercise.mp4 (84.7 MB)
MP4
007 The Pythagorean theorem.mp4 (61.92 MB)
MP4
008 Graphing resolution for sine, cosine, and tangent.mp4 (56.73 MB)
MP4
009 Graphing and resolution Exercise.mp4 (82.31 MB)
MP4
010 Euler's formula.mp4 (43.02 MB)
MP4
011 Euler's formula exercise.mp4 (58.79 MB)
MP4
012 Exercise random exploding Euler.mp4 (28.19 MB)
MP4
013 Exercise random snakes with cosine and sine.mp4 (51.71 MB)
MP4
014 Trigonometry bug hunt!.mp4 (109.72 MB)
MP4
002 Astroid radial curve.mp4 (99.82 MB)
MP4
003 Rose curves.mp4 (81.9 MB)
MP4
004 Squircle.mp4 (72.09 MB)
MP4
005 Logarithmic spiral.mp4 (68.23 MB)
MP4
006 Logistic map.mp4 (81.54 MB)
MP4
002 Mathematical proofs vs intuition with examples.mp4 (11.93 MB)
MP4
003 Computing limits of a function.mp4 (63.75 MB)
MP4
004 Computing limits exercise.mp4 (53.82 MB)
MP4
005 Piecewise functions.mp4 (73.63 MB)
MP4
006 Derivatives of polynomials.mp4 (66.17 MB)
MP4
007 Derivatives of polynomials exercise.mp4 (75.96 MB)
MP4
008 Derivatives of trig functions.mp4 (47.91 MB)
MP4
009 Derivatives of trig functions exercise.mp4 (31.46 MB)
MP4
010 Graphing a function tangent line.mp4 (117.17 MB)
MP4
011 Graphing tangent lines exercise.mp4 (63.71 MB)
MP4
012 Finding critical points.mp4 (82.1 MB)
MP4
013 Finding critical points exercise.mp4 (72.61 MB)
MP4
014 Partial derivatives.mp4 (45.72 MB)
MP4
015 Indefinite and definite integrals.mp4 (50.73 MB)
MP4
016 Exercise The fundamental theorem of calculus.mp4 (12.7 MB)
MP4
017 Area between two curves.mp4 (80.08 MB)
MP4
018 Area between two curves exercise.mp4 (106.53 MB)
MP4
019 Calculus bug hunt!.mp4 (141.15 MB)
MP4
002 Row and column vectors.mp4 (63.81 MB)
MP4
003 Adding and scalar-multiplying vectors.mp4 (59.73 MB)
MP4
004 The dot product.mp4 (50.63 MB)
MP4
005 Dot product application Correlation coefficient.mp4 (49.22 MB)
MP4
006 The outer product.mp4 (44.24 MB)
MP4
007 Matrix multiplication.mp4 (120.48 MB)
MP4
008 Transposing vectors and matrices.mp4 (56.85 MB)
MP4
009 Various special matrices.mp4 (75.17 MB)
MP4
010 Matrix inverse.mp4 (42.84 MB)
MP4
011 Matrix pseudoinverse exercise.mp4 (57.64 MB)
MP4
012 Solving a system of equations.mp4 (88.38 MB)
MP4
013 Visualizing matrix-vector multiplication.mp4 (55.37 MB)
MP4
014 Eigenvalues and eigenvectors.mp4 (55.99 MB)
MP4
015 Eigendecomposition Exercise.mp4 (56.54 MB)
MP4
016 Singular value decomposition.mp4 (54.48 MB)
MP4
017 SVD of Einstein exercise.mp4 (100.66 MB)
MP4
018 Linear algebra BUG HUNT!.mp4 (176.61 MB)
MP4
002 Histograms and probability densities.mp4 (65.6 MB)
MP4
003 Probability exercise math functions.mp4 (39.14 MB)
MP4
004 Virtual coin tosses.mp4 (59.94 MB)
MP4
005 Exercise Virtual weighted dice.mp4 (117.22 MB)
MP4
006 Building distributions from random numbers.mp4 (97.45 MB)
MP4
007 Exercise Normalize any distribution to Gaussian.mp4 (88.27 MB)
MP4
008 The central limit theorem.mp4 (123.15 MB)
MP4
009 Exercise the central limit theorem.mp4 (72.24 MB)
MP4
010 Joint probability distributions.mp4 (65.14 MB)
MP4
011 Probability bug hunt!.mp4 (100.2 MB)
MP4
002 Counting perfect numbers.mp4 (102.95 MB)
MP4
003 Euclid's Pythagorean triplets.mp4 (155.11 MB)
MP4
004 Fermat's theorem.mp4 (103.31 MB)
MP4
005 Plotting number sequences.mp4 (67.56 MB)
MP4
006 Exercise condivergent sequences.mp4 (71.61 MB)
MP4
007 Heron's method of square roots.mp4 (109.33 MB)
MP4
008 Exercise Heron's mosquito spaceship #13.mp4 (123.33 MB)
MP4
009 Smooth numbers.mp4 (156.26 MB)
MP4
010 Exercise Smooth numbers.mp4 (93.95 MB)
MP4
011 Number theory bug hunt!.mp4 (128.25 MB)
MP4
MP4
002 Using Python through Jupyter (installing Anaconda).mp4 (64.04 MB)
MP4
003 Using Python online (no installation!).mp4 (45.65 MB)
MP4
004 Create a beautiful harmonograph!.mp4 (74.38 MB)
MP4
005 Getting help in Python.mp4 (65.18 MB)
MP4
006 (optional) Entering time-stamped notes in the Udemy video player.mp4 (8.43 MB)
MP4
002 Addition, subtraction, multiplication, division.mp4 (25.81 MB)
MP4
003 Using variables in place of numbers.mp4 (35.74 MB)
MP4
004 Printing out equations in Jupyter notebook.mp4 (79.85 MB)
MP4
005 Writing comments in Python.mp4 (14.77 MB)
MP4
006 Exponents (powers).mp4 (56.85 MB)
MP4
007 Using for-loops to compute powers.mp4 (50.97 MB)
MP4
008 Order of operations.mp4 (46.92 MB)
MP4
009 Testing inequalities and Boolean data type.mp4 (38.93 MB)
MP4
010 Using if-statements and logical operators.mp4 (57.78 MB)
MP4
011 Absolute value.mp4 (74.19 MB)
MP4
012 Remainder after division (modulus).mp4 (66.74 MB)
MP4
013 Create interactive math functions, part 1.mp4 (52.29 MB)
MP4
014 Create interactive math functions, part 2.mp4 (84.84 MB)
MP4
015 Create interactive math functions, part 3.mp4 (56.43 MB)
MP4
016 Arithmetic bug hunt!.mp4 (93.41 MB)
MP4
002 Intro to Sympy, part 1.mp4 (46.01 MB)
MP4
003 Intro to LaTeX.mp4 (77.44 MB)
MP4
004 Intro to Sympy, part 2.mp4 (81.07 MB)
MP4
005 Printing with f-strings.mp4 (37.73 MB)
MP4
006 Example Use Sympy to understand the law of exponents.mp4 (57.39 MB)
MP4
007 SympyLatex bug hunt!.mp4 (105.61 MB)
MP4
002 Numbers and strings.mp4 (76.49 MB)
MP4
003 Lists and numpy arrays.mp4 (181.46 MB)
MP4
002 Solving for x.mp4 (56.78 MB)
MP4
003 Solving for x exercises.mp4 (64.43 MB)
MP4
004 Expanding terms.mp4 (65.23 MB)
MP4
005 Creating and accessing matrices with numpy.mp4 (57.12 MB)
MP4
006 Exercise Create a multiplication table.mp4 (95.08 MB)
MP4
007 Associative, commutative, and distributive properties.mp4 (55.03 MB)
MP4
008 Creating and working with Python lists.mp4 (67.57 MB)
MP4
009 More on slicing in Python.mp4 (43.99 MB)
MP4
010 Greatest common denominator.mp4 (34.62 MB)
MP4
011 Greatest common denominator exercises.mp4 (42.73 MB)
MP4
012 Introduction to Python dictionaries.mp4 (51.36 MB)
MP4
013 Prime factorization.mp4 (57.85 MB)
MP4
014 Solving inequalities.mp4 (82.03 MB)
MP4
015 Adding polynomials.mp4 (73.62 MB)
MP4
016 Multiplying polynomials.mp4 (54.73 MB)
MP4
017 Dividing by polynomials.mp4 (67.71 MB)
MP4
018 Factoring polynomials.mp4 (47.72 MB)
MP4
019 Algebra 1 bug hunt!.mp4 (101.38 MB)
MP4
002 Plotting coordinates on a plane.mp4 (46.25 MB)
MP4
003 Plotting coordinates on a plane exercise.mp4 (14.52 MB)
MP4
004 Graphing lines part 1 startend notation.mp4 (45.44 MB)
MP4
005 Graphing lines part 2 slope-intercept form.mp4 (66.7 MB)
MP4
006 Graphing rational functions.mp4 (52.9 MB)
MP4
007 Plotting with Sympy.mp4 (76.72 MB)
MP4
008 Plotting with Sympy exercises.mp4 (59.4 MB)
MP4
009 Course tangent self-accountability in online learning.mp4 (17.84 MB)
MP4
010 Making images from matrices.mp4 (124.04 MB)
MP4
011 Images from matrices exercise.mp4 (28.87 MB)
MP4
012 Drawing patches with polygons.mp4 (65.03 MB)
MP4
013 Exporting graphics as pictures.mp4 (25.55 MB)
MP4
014 Graphing bug hunt!.mp4 (160.17 MB)
MP4
002 Summation and products.mp4 (55.11 MB)
MP4
003 Differences (discrete derivative).mp4 (65.03 MB)
MP4
004 Roots of polynomials.mp4 (42.66 MB)
MP4
005 Roots of polynomials exercise.mp4 (39.73 MB)
MP4
006 The quadratic equation.mp4 (98.6 MB)
MP4
007 Complex numbers addition and subtraction.mp4 (64.43 MB)
MP4
008 Complex numbers conjugate and multiplication.mp4 (49.7 MB)
MP4
009 Complex numbers division.mp4 (63.71 MB)
MP4
010 Graphing complex numbers.mp4 (40.41 MB)
MP4
011 Revisiting the quadratic equation with complex numbers.mp4 (67.84 MB)
MP4
012 The unit circle.mp4 (39.68 MB)
MP4
013 Natural exponent and logarithm.mp4 (41.51 MB)
MP4
014 Find a specific point on a Gaussian.mp4 (51.6 MB)
MP4
015 Exercise A family of Gaussians.mp4 (29.71 MB)
MP4
016 Graphing the complex roots of unity.mp4 (138.68 MB)
MP4
017 Log-spaced and linearly spaced numbers.mp4 (41.65 MB)
MP4
018 Logarithm properties Multiplication and division.mp4 (76.64 MB)
MP4
019 Arithmetic and geometric sequences.mp4 (54.39 MB)
MP4
020 Orders of magnitude and scientific notation.mp4 (67.34 MB)
MP4
021 Maxima and minima of functions.mp4 (61.44 MB)
MP4
022 Even and odd functions.mp4 (44.42 MB)
MP4
023 Algebra 2 bug hunt!.mp4 (169.54 MB)
MP4
002 Graphing parabolas.mp4 (56.46 MB)
MP4
003 Creating contours from meshes in Python.mp4 (64.41 MB)
MP4
004 Graphing circles.mp4 (68.99 MB)
MP4
005 Graphing ellipses.mp4 (43.1 MB)
MP4
006 Graphing hyperbolas.mp4 (60.99 MB)
MP4
007 Conic bug hunt!.mp4 (50.02 MB)
MP4
002 Introduction to random numbers.mp4 (61.62 MB)
MP4
003 Introduction to random numbers exercise.mp4 (46.3 MB)
MP4
004 Exercise Plotting random phase angles.mp4 (21.33 MB)
MP4
005 Converting between radians and degrees.mp4 (33.32 MB)
MP4
006 Converting angles exercise.mp4 (84.7 MB)
MP4
007 The Pythagorean theorem.mp4 (61.92 MB)
MP4
008 Graphing resolution for sine, cosine, and tangent.mp4 (56.73 MB)
MP4
009 Graphing and resolution Exercise.mp4 (82.31 MB)
MP4
010 Euler's formula.mp4 (43.02 MB)
MP4
011 Euler's formula exercise.mp4 (58.79 MB)
MP4
012 Exercise random exploding Euler.mp4 (28.19 MB)
MP4
013 Exercise random snakes with cosine and sine.mp4 (51.71 MB)
MP4
014 Trigonometry bug hunt!.mp4 (109.72 MB)
MP4
002 Astroid radial curve.mp4 (99.82 MB)
MP4
003 Rose curves.mp4 (81.9 MB)
MP4
004 Squircle.mp4 (72.09 MB)
MP4
005 Logarithmic spiral.mp4 (68.23 MB)
MP4
006 Logistic map.mp4 (81.54 MB)
MP4
002 Mathematical proofs vs intuition with examples.mp4 (11.93 MB)
MP4
003 Computing limits of a function.mp4 (63.75 MB)
MP4
004 Computing limits exercise.mp4 (53.82 MB)
MP4
005 Piecewise functions.mp4 (73.63 MB)
MP4
006 Derivatives of polynomials.mp4 (66.17 MB)
MP4
007 Derivatives of polynomials exercise.mp4 (75.96 MB)
MP4
008 Derivatives of trig functions.mp4 (47.91 MB)
MP4
009 Derivatives of trig functions exercise.mp4 (31.46 MB)
MP4
010 Graphing a function tangent line.mp4 (117.17 MB)
MP4
011 Graphing tangent lines exercise.mp4 (63.71 MB)
MP4
012 Finding critical points.mp4 (82.1 MB)
MP4
013 Finding critical points exercise.mp4 (72.61 MB)
MP4
014 Partial derivatives.mp4 (45.72 MB)
MP4
015 Indefinite and definite integrals.mp4 (50.73 MB)
MP4
016 Exercise The fundamental theorem of calculus.mp4 (12.7 MB)
MP4
017 Area between two curves.mp4 (80.08 MB)
MP4
018 Area between two curves exercise.mp4 (106.53 MB)
MP4
019 Calculus bug hunt!.mp4 (141.15 MB)
MP4
002 Row and column vectors.mp4 (63.81 MB)
MP4
003 Adding and scalar-multiplying vectors.mp4 (59.73 MB)
MP4
004 The dot product.mp4 (50.63 MB)
MP4
005 Dot product application Correlation coefficient.mp4 (49.22 MB)
MP4
006 The outer product.mp4 (44.24 MB)
MP4
007 Matrix multiplication.mp4 (120.48 MB)
MP4
008 Transposing vectors and matrices.mp4 (56.85 MB)
MP4
009 Various special matrices.mp4 (75.17 MB)
MP4
010 Matrix inverse.mp4 (42.84 MB)
MP4
011 Matrix pseudoinverse exercise.mp4 (57.64 MB)
MP4
012 Solving a system of equations.mp4 (88.38 MB)
MP4
013 Visualizing matrix-vector multiplication.mp4 (55.37 MB)
MP4
014 Eigenvalues and eigenvectors.mp4 (55.99 MB)
MP4
015 Eigendecomposition Exercise.mp4 (56.54 MB)
MP4
016 Singular value decomposition.mp4 (54.48 MB)
MP4
017 SVD of Einstein exercise.mp4 (100.66 MB)
MP4
018 Linear algebra BUG HUNT!.mp4 (176.61 MB)
MP4
002 Histograms and probability densities.mp4 (65.6 MB)
MP4
003 Probability exercise math functions.mp4 (39.14 MB)
MP4
004 Virtual coin tosses.mp4 (59.94 MB)
MP4
005 Exercise Virtual weighted dice.mp4 (117.22 MB)
MP4
006 Building distributions from random numbers.mp4 (97.45 MB)
MP4
007 Exercise Normalize any distribution to Gaussian.mp4 (88.27 MB)
MP4
008 The central limit theorem.mp4 (123.15 MB)
MP4
009 Exercise the central limit theorem.mp4 (72.24 MB)
MP4
010 Joint probability distributions.mp4 (65.14 MB)
MP4
011 Probability bug hunt!.mp4 (100.2 MB)
MP4
002 Counting perfect numbers.mp4 (102.95 MB)
MP4
003 Euclid's Pythagorean triplets.mp4 (155.11 MB)
MP4
004 Fermat's theorem.mp4 (103.31 MB)
MP4
005 Plotting number sequences.mp4 (67.56 MB)
MP4
006 Exercise condivergent sequences.mp4 (71.61 MB)
MP4
007 Heron's method of square roots.mp4 (109.33 MB)
MP4
008 Exercise Heron's mosquito spaceship #13.mp4 (123.33 MB)
MP4
009 Smooth numbers.mp4 (156.26 MB)
MP4
010 Exercise Smooth numbers.mp4 (93.95 MB)
MP4
011 Number theory bug hunt!.mp4 (128.25 MB)
MP4
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