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)
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002 Using Python through Jupyter (installing Anaconda).mp4 (64.04 MB)
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003 Using Python online (no installation!).mp4 (45.65 MB)
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004 Create a beautiful harmonograph!.mp4 (74.38 MB)
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005 Getting help in Python.mp4 (65.18 MB)
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006 (optional) Entering time-stamped notes in the Udemy video player.mp4 (8.43 MB)
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002 Addition, subtraction, multiplication, division.mp4 (25.81 MB)
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003 Using variables in place of numbers.mp4 (35.74 MB)
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004 Printing out equations in Jupyter notebook.mp4 (79.85 MB)
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005 Writing comments in Python.mp4 (14.77 MB)
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006 Exponents (powers).mp4 (56.85 MB)
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007 Using for-loops to compute powers.mp4 (50.97 MB)
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008 Order of operations.mp4 (46.92 MB)
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009 Testing inequalities and Boolean data type.mp4 (38.93 MB)
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010 Using if-statements and logical operators.mp4 (57.78 MB)
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011 Absolute value.mp4 (74.19 MB)
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012 Remainder after division (modulus).mp4 (66.74 MB)
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013 Create interactive math functions, part 1.mp4 (52.29 MB)
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014 Create interactive math functions, part 2.mp4 (84.84 MB)
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015 Create interactive math functions, part 3.mp4 (56.43 MB)
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016 Arithmetic bug hunt!.mp4 (93.41 MB)
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002 Intro to Sympy, part 1.mp4 (46.01 MB)
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003 Intro to LaTeX.mp4 (77.44 MB)
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004 Intro to Sympy, part 2.mp4 (81.07 MB)
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005 Printing with f-strings.mp4 (37.73 MB)
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006 Example Use Sympy to understand the law of exponents.mp4 (57.39 MB)
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007 SympyLatex bug hunt!.mp4 (105.61 MB)
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002 Numbers and strings.mp4 (76.49 MB)
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003 Lists and numpy arrays.mp4 (181.46 MB)
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002 Solving for x.mp4 (56.78 MB)
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003 Solving for x exercises.mp4 (64.43 MB)
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004 Expanding terms.mp4 (65.23 MB)
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005 Creating and accessing matrices with numpy.mp4 (57.12 MB)
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006 Exercise Create a multiplication table.mp4 (95.08 MB)
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007 Associative, commutative, and distributive properties.mp4 (55.03 MB)
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008 Creating and working with Python lists.mp4 (67.57 MB)
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009 More on slicing in Python.mp4 (43.99 MB)
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010 Greatest common denominator.mp4 (34.62 MB)
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011 Greatest common denominator exercises.mp4 (42.73 MB)
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012 Introduction to Python dictionaries.mp4 (51.36 MB)
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013 Prime factorization.mp4 (57.85 MB)
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014 Solving inequalities.mp4 (82.03 MB)
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015 Adding polynomials.mp4 (73.62 MB)
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016 Multiplying polynomials.mp4 (54.73 MB)
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017 Dividing by polynomials.mp4 (67.71 MB)
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018 Factoring polynomials.mp4 (47.72 MB)
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019 Algebra 1 bug hunt!.mp4 (101.38 MB)
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002 Plotting coordinates on a plane.mp4 (46.25 MB)
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003 Plotting coordinates on a plane exercise.mp4 (14.52 MB)
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004 Graphing lines part 1 startend notation.mp4 (45.44 MB)
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005 Graphing lines part 2 slope-intercept form.mp4 (66.7 MB)
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006 Graphing rational functions.mp4 (52.9 MB)
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007 Plotting with Sympy.mp4 (76.72 MB)
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008 Plotting with Sympy exercises.mp4 (59.4 MB)
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009 Course tangent self-accountability in online learning.mp4 (17.84 MB)
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010 Making images from matrices.mp4 (124.04 MB)
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011 Images from matrices exercise.mp4 (28.87 MB)
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012 Drawing patches with polygons.mp4 (65.03 MB)
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013 Exporting graphics as pictures.mp4 (25.55 MB)
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014 Graphing bug hunt!.mp4 (160.17 MB)
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002 Summation and products.mp4 (55.11 MB)
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003 Differences (discrete derivative).mp4 (65.03 MB)
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004 Roots of polynomials.mp4 (42.66 MB)
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005 Roots of polynomials exercise.mp4 (39.73 MB)
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006 The quadratic equation.mp4 (98.6 MB)
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007 Complex numbers addition and subtraction.mp4 (64.43 MB)
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008 Complex numbers conjugate and multiplication.mp4 (49.7 MB)
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009 Complex numbers division.mp4 (63.71 MB)
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010 Graphing complex numbers.mp4 (40.41 MB)
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011 Revisiting the quadratic equation with complex numbers.mp4 (67.84 MB)
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012 The unit circle.mp4 (39.68 MB)
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013 Natural exponent and logarithm.mp4 (41.51 MB)
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014 Find a specific point on a Gaussian.mp4 (51.6 MB)
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015 Exercise A family of Gaussians.mp4 (29.71 MB)
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016 Graphing the complex roots of unity.mp4 (138.68 MB)
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017 Log-spaced and linearly spaced numbers.mp4 (41.65 MB)
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018 Logarithm properties Multiplication and division.mp4 (76.64 MB)
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019 Arithmetic and geometric sequences.mp4 (54.39 MB)
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020 Orders of magnitude and scientific notation.mp4 (67.34 MB)
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021 Maxima and minima of functions.mp4 (61.44 MB)
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022 Even and odd functions.mp4 (44.42 MB)
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023 Algebra 2 bug hunt!.mp4 (169.54 MB)
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002 Graphing parabolas.mp4 (56.46 MB)
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003 Creating contours from meshes in Python.mp4 (64.41 MB)
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004 Graphing circles.mp4 (68.99 MB)
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005 Graphing ellipses.mp4 (43.1 MB)
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006 Graphing hyperbolas.mp4 (60.99 MB)
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007 Conic bug hunt!.mp4 (50.02 MB)
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002 Introduction to random numbers.mp4 (61.62 MB)
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003 Introduction to random numbers exercise.mp4 (46.3 MB)
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004 Exercise Plotting random phase angles.mp4 (21.33 MB)
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005 Converting between radians and degrees.mp4 (33.32 MB)
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006 Converting angles exercise.mp4 (84.7 MB)
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007 The Pythagorean theorem.mp4 (61.92 MB)
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008 Graphing resolution for sine, cosine, and tangent.mp4 (56.73 MB)
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009 Graphing and resolution Exercise.mp4 (82.31 MB)
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010 Euler's formula.mp4 (43.02 MB)
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011 Euler's formula exercise.mp4 (58.79 MB)
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012 Exercise random exploding Euler.mp4 (28.19 MB)
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013 Exercise random snakes with cosine and sine.mp4 (51.71 MB)
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014 Trigonometry bug hunt!.mp4 (109.72 MB)
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002 Astroid radial curve.mp4 (99.82 MB)
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003 Rose curves.mp4 (81.9 MB)
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004 Squircle.mp4 (72.09 MB)
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005 Logarithmic spiral.mp4 (68.23 MB)
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006 Logistic map.mp4 (81.54 MB)
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002 Mathematical proofs vs intuition with examples.mp4 (11.93 MB)
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003 Computing limits of a function.mp4 (63.75 MB)
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004 Computing limits exercise.mp4 (53.82 MB)
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005 Piecewise functions.mp4 (73.63 MB)
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006 Derivatives of polynomials.mp4 (66.17 MB)
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007 Derivatives of polynomials exercise.mp4 (75.96 MB)
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008 Derivatives of trig functions.mp4 (47.91 MB)
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009 Derivatives of trig functions exercise.mp4 (31.46 MB)
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010 Graphing a function tangent line.mp4 (117.17 MB)
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011 Graphing tangent lines exercise.mp4 (63.71 MB)
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012 Finding critical points.mp4 (82.1 MB)
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013 Finding critical points exercise.mp4 (72.61 MB)
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014 Partial derivatives.mp4 (45.72 MB)
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015 Indefinite and definite integrals.mp4 (50.73 MB)
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016 Exercise The fundamental theorem of calculus.mp4 (12.7 MB)
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017 Area between two curves.mp4 (80.08 MB)
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018 Area between two curves exercise.mp4 (106.53 MB)
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019 Calculus bug hunt!.mp4 (141.15 MB)
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002 Row and column vectors.mp4 (63.81 MB)
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003 Adding and scalar-multiplying vectors.mp4 (59.73 MB)
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004 The dot product.mp4 (50.63 MB)
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005 Dot product application Correlation coefficient.mp4 (49.22 MB)
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006 The outer product.mp4 (44.24 MB)
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007 Matrix multiplication.mp4 (120.48 MB)
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008 Transposing vectors and matrices.mp4 (56.85 MB)
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009 Various special matrices.mp4 (75.17 MB)
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010 Matrix inverse.mp4 (42.84 MB)
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011 Matrix pseudoinverse exercise.mp4 (57.64 MB)
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012 Solving a system of equations.mp4 (88.38 MB)
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013 Visualizing matrix-vector multiplication.mp4 (55.37 MB)
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014 Eigenvalues and eigenvectors.mp4 (55.99 MB)
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015 Eigendecomposition Exercise.mp4 (56.54 MB)
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016 Singular value decomposition.mp4 (54.48 MB)
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017 SVD of Einstein exercise.mp4 (100.66 MB)
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018 Linear algebra BUG HUNT!.mp4 (176.61 MB)
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002 Histograms and probability densities.mp4 (65.6 MB)
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003 Probability exercise math functions.mp4 (39.14 MB)
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004 Virtual coin tosses.mp4 (59.94 MB)
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005 Exercise Virtual weighted dice.mp4 (117.22 MB)
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006 Building distributions from random numbers.mp4 (97.45 MB)
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007 Exercise Normalize any distribution to Gaussian.mp4 (88.27 MB)
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008 The central limit theorem.mp4 (123.15 MB)
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009 Exercise the central limit theorem.mp4 (72.24 MB)
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010 Joint probability distributions.mp4 (65.14 MB)
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011 Probability bug hunt!.mp4 (100.2 MB)
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002 Counting perfect numbers.mp4 (102.95 MB)
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003 Euclid's Pythagorean triplets.mp4 (155.11 MB)
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004 Fermat's theorem.mp4 (103.31 MB)
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005 Plotting number sequences.mp4 (67.56 MB)
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006 Exercise condivergent sequences.mp4 (71.61 MB)
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007 Heron's method of square roots.mp4 (109.33 MB)
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008 Exercise Heron's mosquito spaceship #13.mp4 (123.33 MB)
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009 Smooth numbers.mp4 (156.26 MB)
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010 Exercise Smooth numbers.mp4 (93.95 MB)
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011 Number theory bug hunt!.mp4 (128.25 MB)
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Master Math by Coding in Python.z01
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Master Math by Coding in Python.z10
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Master Math by Coding in Python.zip
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Master Math by Coding in Python.z01
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Master Math by Coding in Python.zip
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