Udemy - Master Math by Coding in Python

Files:

• [CourseClub.Me].url (0.1 KB)
• [FreeCourseSite.com].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 (Important) How to get the most out of this course!.mp4 (36.7 MB)
• 001 (Important) How to get the most out of this course!_en.srt (8.0 KB)
• 002 Using Python through Jupyter (installing Anaconda).mp4 (36.3 MB)
• 002 Using Python through Jupyter (installing Anaconda)_en.srt (11.6 KB)
• 003 Using Python online (no installation!).mp4 (27.2 MB)
• 003 Using Python online (no installation!)_en.srt (11.8 KB)
• 004 Create a beautiful harmonograph!.mp4 (55.6 MB)
• 004 Create a beautiful harmonograph!_en.srt (9.6 KB)
• 004 MXC-pymath-harmonograph.zip (0.9 KB)
• 005 Getting help in Python.mp4 (37.0 MB)
• 005 Getting help in Python_en.srt (12.9 KB)
• 006 (optional) Entering time-stamped notes in the Udemy video player.mp4 (5.8 MB)
• 006 (optional) Entering time-stamped notes in the Udemy video player_en.srt (3.1 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-arithmetic-pythonCodes.zip (6.2 KB)
• 002 Addition, subtraction, multiplication, division.mp4 (16.3 MB)
• 002 Addition, subtraction, multiplication, division_en.srt (11.7 KB)
• 003 Using variables in place of numbers.mp4 (22.6 MB)
• 003 Using variables in place of numbers_en.srt (15.1 KB)
• 004 Printing out equations in Jupyter notebook.mp4 (50.0 MB)
• 004 Printing out equations in Jupyter notebook_en.srt (31.7 KB)
• 005 Writing comments in Python.mp4 (9.2 MB)
• 005 Writing comments in Python_en.srt (6.3 KB)
• 006 Exponents (powers).mp4 (35.7 MB)
• 006 Exponents (powers)_en.srt (22.9 KB)
• 007 Using for-loops to compute powers.mp4 (32.2 MB)
• 007 Using for-loops to compute powers_en.srt (20.4 KB)
• 008 Order of operations.mp4 (57.8 MB)
• 008 Order of operations_en.srt (19.3 KB)
• 009 Testing inequalities and Boolean data type.mp4 (25.1 MB)
• 009 Testing inequalities and Boolean data type_en.srt (18.7 KB)
• 010 Using if-statements and logical operators.mp4 (36.3 MB)
• 010 Using if-statements and logical operators_en.srt (21.7 KB)
• 011 Absolute value.mp4 (42.8 MB)
• 011 Absolute value_en.srt (17.6 KB)
• 012 Remainder after division (modulus).mp4 (40.3 MB)
• 012 Remainder after division (modulus)_en.srt (20.4 KB)
• 013 Create interactive math functions, part 1.mp4 (31.9 MB)
• 013 Create interactive math functions, part 1_en.srt (17.9 KB)
• 014 Create interactive math functions, part 2.mp4 (50.1 MB)
• 014 Create interactive math functions, part 2_en.srt (22.3 KB)
• 015 Create interactive math functions, part 3.mp4 (34.3 MB)
• 015 Create interactive math functions, part 3_en.srt (19.2 KB)
• 016 Arithmetic bug hunt!.mp4 (54.6 MB)
• 016 Arithmetic bug hunt!_en.srt (23.3 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-sympyLatex-pythonCodes.zip (3.9 KB)
• 002 Intro to Sympy, part 1.mp4 (28.8 MB)
• 002 Intro to Sympy, part 1_en.srt (16.8 KB)
• 003 Intro to LaTeX.mp4 (47.8 MB)
• 003 Intro to LaTeX_en.srt (25.3 KB)
• 004 Intro to Sympy, part 2.mp4 (49.4 MB)
• 004 Intro to Sympy, part 2_en.srt (24.8 KB)
• 005 Printing with f-strings.mp4 (22.7 MB)
• 005 Printing with f-strings_en.srt (12.3 KB)
• 006 Example Use Sympy to understand the law of exponents.mp4 (35.4 MB)
• 006 Example Use Sympy to understand the law of exponents_en.srt (18.2 KB)
• 007 SympyLatex bug hunt!.mp4 (59.1 MB)
• 007 SympyLatex bug hunt!_en.srt (18.3 KB)

• 001 MXC-pymath-dataTypes.ipynb (7.6 KB)
• 001 Python codes for this section.html (0.0 KB)
• 002 Numbers and strings.mp4 (46.2 MB)
• 002 Numbers and strings_en.srt (24.5 KB)
• 003 Lists and numpy arrays.mp4 (100.6 MB)
• 003 Lists and numpy arrays_en.srt (31.8 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-algebra1-pythonCodes.zip (7.7 KB)
• 002 Solving for x.mp4 (35.2 MB)
• 002 Solving for x_en.srt (20.3 KB)
• 003 Solving for x exercises.mp4 (39.8 MB)
• 003 Solving for x exercises_en.srt (22.3 KB)
• 004 Expanding terms.mp4 (40.0 MB)
• 004 Expanding terms_en.srt (20.7 KB)
• 005 Creating and accessing matrices with numpy.mp4 (35.3 MB)
• 005 Creating and accessing matrices with numpy_en.srt (19.8 KB)
• 006 Exercise Create a multiplication table.mp4 (51.9 MB)
• 006 Exercise Create a multiplication table_en.srt (14.4 KB)
• 007 Associative, commutative, and distributive properties.mp4 (34.2 MB)
• 007 Associative, commutative, and distributive properties_en.srt (19.1 KB)
• 008 Creating and working with Python lists.mp4 (41.5 MB)
• 008 Creating and working with Python lists_en.srt (22.6 KB)
• 009 More on slicing in Python.mp4 (25.8 MB)
• 009 More on slicing in Python_en.srt (12.5 KB)
• 010 Greatest common denominator.mp4 (21.7 MB)
• 010 Greatest common denominator_en.srt (13.0 KB)
• 011 Greatest common denominator exercises.mp4 (26.0 MB)
• 011 Greatest common denominator exercises_en.srt (12.2 KB)
• 012 Introduction to Python dictionaries.mp4 (31.5 MB)
• 012 Introduction to Python dictionaries_en.srt (17.3 KB)
• 013 Prime factorization.mp4 (34.5 MB)
• 013 Prime factorization_en.srt (16.0 KB)
• 014 Solving inequalities.mp4 (47.2 MB)
• 014 Solving inequalities_en.srt (19.1 KB)
• 015 Adding polynomials.mp4 (81.4 MB)
• 015 Adding polynomials_en.srt (23.4 KB)
• 016 Multiplying polynomials.mp4 (61.9 MB)
• 016 Multiplying polynomials_en.srt (16.1 KB)
• 017 Dividing by polynomials.mp4 (41.2 MB)
• 017 Dividing by polynomials_en.srt (20.1 KB)
• 018 Factoring polynomials.mp4 (29.6 MB)
• 018 Factoring polynomials_en.srt (16.6 KB)
• 019 Algebra 1 bug hunt!.mp4 (56.3 MB)
• 019 Algebra 1 bug hunt!_en.srt (18.5 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-graphing-pythonCodes.zip (5.3 KB)
• 002 Plotting coordinates on a plane.mp4 (28.9 MB)
• 002 Plotting coordinates on a plane_en.srt (17.5 KB)
• 003 Plotting coordinates on a plane exercise.mp4 (9.1 MB)
• 003 Plotting coordinates on a plane exercise_en.srt (5.1 KB)
• 004 Graphing lines part 1 startend notation.mp4 (30.0 MB)
• 004 Graphing lines part 1 startend notation_en.srt (22.1 KB)
• 005 Graphing lines part 2 slope-intercept form.mp4 (40.4 MB)
• 005 Graphing lines part 2 slope-intercept form_en.srt (20.7 KB)
• 006 Graphing rational functions.mp4 (60.2 MB)
• 006 Graphing rational functions_en.srt (19.6 KB)
• 007 Plotting with Sympy.mp4 (46.3 MB)
• 007 Plotting with Sympy_en.srt (24.2 KB)
• 008 Plotting with Sympy exercises.mp4 (35.2 MB)
• 008 Plotting with Sympy exercises_en.srt (15.6 KB)
• 009 Course tangent self-accountability in online learning.mp4 (9.4 MB)
• 009 Course tangent self-accountability in online learning_en.srt (4.1 KB)
• 010 Making images from matrices.mp4 (69.0 MB)
• 010 Making images from matrices_en.srt (21.2 KB)
• 011 Images from matrices exercise.mp4 (17.6 MB)
• 011 Images from matrices exercise_en.srt (9.0 KB)
• 012 Drawing patches with polygons.mp4 (40.6 MB)
• 012 Drawing patches with polygons_en.srt (25.5 KB)
• 013 Exporting graphics as pictures.mp4 (14.6 MB)
• 013 Exporting graphics as pictures_en.srt (4.8 KB)
• 014 Graphing bug hunt!.mp4 (89.4 MB)
• 014 Graphing bug hunt!_en.srt (26.4 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-algebra2-pythonCodes.zip (9.1 KB)
• 002 Summation and products.mp4 (34.8 MB)
• 002 Summation and products_en.srt (23.2 KB)
• 003 Differences (discrete derivative).mp4 (40.6 MB)
• 003 Differences (discrete derivative)_en.srt (25.5 KB)
• 004 Roots of polynomials.mp4 (26.6 MB)
• 004 Roots of polynomials_en.srt (15.6 KB)
• 005 Roots of polynomials exercise.mp4 (23.1 MB)
• 005 Roots of polynomials exercise_en.srt (9.9 KB)
• 006 The quadratic equation.mp4 (58.9 MB)
• 006 The quadratic equation_en.srt (27.0 KB)
• 007 Complex numbers addition and subtraction.mp4 (39.2 MB)
• 007 Complex numbers addition and subtraction_en.srt (19.7 KB)
• 008 Complex numbers conjugate and multiplication.mp4 (31.1 MB)
• 008 Complex numbers conjugate and multiplication_en.srt (17.2 KB)
• 009 Complex numbers division.mp4 (41.4 MB)
• 009 Complex numbers division_en.srt (22.1 KB)
• 010 Graphing complex numbers.mp4 (25.2 MB)
• 010 Graphing complex numbers_en.srt (14.1 KB)
• 011 Revisiting the quadratic equation with complex numbers.mp4 (38.1 MB)
• 011 Revisiting the quadratic equation with complex numbers_en.srt (11.4 KB)
• 012 The unit circle.mp4 (26.0 MB)
• 012 The unit circle_en.srt (17.9 KB)
• 013 Natural exponent and logarithm.mp4 (25.8 MB)
• 013 Natural exponent and logarithm_en.srt (15.1 KB)
• 014 Find a specific point on a Gaussian.mp4 (32.7 MB)
• 014 Find a specific point on a Gaussian_en.srt (22.7 KB)
• 015 Exercise A family of Gaussians.mp4 (18.3 MB)
• 015 Exercise A family of Gaussians_en.srt (10.1 KB)
• 016 Graphing the complex roots of unity.mp4 (84.4 MB)
• 016 Graphing the complex roots of unity_en.srt (24.7 KB)
• 017 Log-spaced and linearly spaced numbers.mp4 (25.2 MB)
• 017 Log-spaced and linearly spaced numbers_en.srt (12.5 KB)
• 018 Logarithm properties Multiplication and division.mp4 (46.1 MB)
• 018 Logarithm properties Multiplication and division_en.srt (21.0 KB)
• 019 Arithmetic and geometric sequences.mp4 (34.0 MB)
• 019 Arithmetic and geometric sequences_en.srt (20.3 KB)
• 020 Orders of magnitude and scientific notation.mp4 (42.5 MB)
• 020 Orders of magnitude and scientific notation_en.srt (27.4 KB)
• 021 Maxima and minima of functions.mp4 (38.1 MB)
• 021 Maxima and minima of functions_en.srt (22.8 KB)
• 022 Even and odd functions.mp4 (27.4 MB)
• 022 Even and odd functions_en.srt (15.0 KB)
• 023 Algebra 2 bug hunt!.mp4 (95.3 MB)
• 023 Algebra 2 bug hunt!_en.srt (27.8 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-conics-pythonCodes.zip (3.3 KB)
• 002 Graphing parabolas.mp4 (34.7 MB)
• 002 Graphing parabolas_en.srt (19.3 KB)
• 003 Creating contours from meshes in Python.mp4 (39.0 MB)
• 003 Creating contours from meshes in Python_en.srt (19.7 KB)
• 004 Graphing circles.mp4 (42.5 MB)
• 004 Graphing circles_en.srt (23.3 KB)
• 005 Graphing ellipses.mp4 (28.6 MB)
• 005 Graphing ellipses_en.srt (19.5 KB)
• 006 Graphing hyperbolas.mp4 (37.5 MB)
• 006 Graphing hyperbolas_en.srt (20.4 KB)
• 007 Conic bug hunt!.mp4 (27.9 MB)
• 007 Conic bug hunt!_en.srt (8.3 KB)

• [CourseClub.Me].url (0.1 KB)
• [FreeCourseSite.com].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Python code for this section.html (0.1 KB)
• 001 pymath-trigonometry-pythonCodes.zip (5.2 KB)
• 002 Introduction to random numbers.mp4 (36.9 MB)
• 002 Introduction to random numbers_en.srt (16.4 KB)
• 003 Introduction to random numbers exercise.mp4 (28.3 MB)
• 003 Introduction to random numbers exercise_en.srt (13.6 KB)
• 004 Exercise Plotting random phase angles.mp4 (13.9 MB)
• 004 Exercise Plotting random phase angles_en.srt (8.1 KB)
• 005 Converting between radians and degrees.mp4 (20.7 MB)
• 005 Converting between radians and degrees_en.srt (11.1 KB)
• 006 Converting angles exercise.mp4 (50.1 MB)
• 006 Converting angles exercise_en.srt (21.6 KB)
• 007 The Pythagorean theorem.mp4 (39.0 MB)
• 007 The Pythagorean theorem_en.srt (24.4 KB)
• 008 Graphing resolution for sine, cosine, and tangent.mp4 (34.3 MB)
• 008 Graphing resolution for sine, cosine, and tangent_en.srt (16.5 KB)
• 009 Graphing and resolution Exercise.mp4 (48.9 MB)
• 009 Graphing and resolution Exercise_en.srt (21.1 KB)
• 010 Euler's formula.mp4 (27.2 MB)
• 010 Euler's formula_en.srt (16.0 KB)
• 011 Euler's formula exercise.mp4 (34.9 MB)
• 011 Euler's formula exercise_en.srt (15.0 KB)
• 012 Exercise random exploding Euler.mp4 (18.1 MB)
• 012 Exercise random exploding Euler_en.srt (10.1 KB)
• 013 Exercise random snakes with cosine and sine.mp4 (54.7 MB)
• 013 Exercise random snakes with cosine and sine_en.srt (14.9 KB)
• 014 Trigonometry bug hunt!.mp4 (60.9 MB)
• 014 Trigonometry bug hunt!_en.srt (16.1 KB)
10 - Art from trigonometry
• 001 MXC-pymath-art-from-trig.zip (1.7 KB)
• 001 Python code for this section.html (0.1 KB)
• 002 Astroid radial curve.mp4 (57.2 MB)
• 002 Astroid radial curve_en.srt (22.5 KB)
• 003 Rose curves.mp4 (46.6 MB)
• 003 Rose curves_en.srt (16.0 KB)
• 004 Squircle.mp4 (40.5 MB)
• 004 Squircle_en.srt (12.6 KB)
• 005 Logarithmic spiral.mp4 (38.7 MB)
• 005 Logarithmic spiral_en.srt (15.1 KB)
• 006 Logistic map.mp4 (51.1 MB)
• 006 Logistic map_en.srt (29.8 KB)
11 - Calculus
• 001 Python code for this section.html (0.1 KB)
• 001 pymath-calc.zip (6.8 KB)
• 002 Mathematical proofs vs. intuition with examples.mp4 (8.1 MB)
• 002 Mathematical proofs vs. intuition with examples_en.srt (4.5 KB)
• 003 Computing limits of a function.mp4 (38.5 MB)
• 003 Computing limits of a function_en.srt (18.2 KB)
• 004 Computing limits exercise.mp4 (32.6 MB)
• 004 Computing limits exercise_en.srt (15.4 KB)
• 005 Piecewise functions.mp4 (44.3 MB)
• 005 Piecewise functions_en.srt (21.1 KB)
• 006 Derivatives of polynomials.mp4 (39.5 MB)
• 006 Derivatives of polynomials_en.srt (19.0 KB)
• 007 Derivatives of polynomials exercise.mp4 (42.5 MB)
• 007 Derivatives of polynomials exercise_en.srt (11.8 KB)
• 008 Derivatives of trig functions.mp4 (56.0 MB)
• 008 Derivatives of trig functions_en.srt (15.4 KB)
• 009 Derivatives of trig functions exercise.mp4 (19.8 MB)
• 009 Derivatives of trig functions exercise_en.srt (10.8 KB)
• 010 Graphing a function tangent line.mp4 (64.4 MB)
• 010 Graphing a function tangent line_en.srt (18.3 KB)
• 011 Graphing tangent lines exercise.mp4 (61.1 MB)
• 011 Graphing tangent lines exercise_en.srt (15.9 KB)
• 012 Finding critical points.mp4 (48.7 MB)
• 012 Finding critical points_en.srt (21.9 KB)
• 013 Finding critical points exercise.mp4 (43.7 MB)
• 013 Finding critical points exercise_en.srt (19.5 KB)
• 014 Partial derivatives.mp4 (28.0 MB)
• 014 Partial derivatives_en.srt (14.5 KB)
• 015 Indefinite and definite integrals.mp4 (32.0 MB)
• 015 Indefinite and definite integrals_en.srt (21.1 KB)
• 016 Exercise The fundamental theorem of calculus.mp4 (8.5 MB)
• 016 Exercise The fundamental theorem of calculus_en.srt (6.1 KB)
• 017 Area between two curves.mp4 (46.1 MB)
• 017 Area between two curves_en.srt (16.5 KB)
• 018 Area between two curves exercise.mp4 (60.2 MB)
• 018 Area between two curves exercise_en.srt (18.4 KB)
• 019 Calculus bug hunt!.mp4 (79.2 MB)
• 019 Calculus bug hunt!_en.srt (21.4 KB)
12 - Linear algebra
• 001 Python code for this section.html (0.1 KB)
• 001 pymath-linalg.zip (408.2 KB)
• 002 Row and column vectors.mp4 (39.8 MB)
• 002 Row and column vectors_en.srt (22.8 KB)
• 003 Adding and scalar-multiplying vectors.mp4 (37.5 MB)
• 003 Adding and scalar-multiplying vectors_en.srt (22.0 KB)
• 004 The dot product.mp4 (32.8 MB)
• 004 The dot product_en.srt (20.2 KB)
• 005 Dot product application Correlation coefficient.mp4 (30.2 MB)
• 005 Dot product application Correlation coefficient_en.srt (16.2 KB)
• 006 The outer product.mp4 (27.0 MB)
• 006 The outer product_en.srt (13.8 KB)
• 007 Matrix multiplication.mp4 (67.4 MB)
• 007 Matrix multiplication_en.srt (21.6 KB)
• 008 Transposing vectors and matrices.mp4 (34.7 MB)
• 008 Transposing vectors and matrices_en.srt (18.7 KB)
• 009 Various special matrices.mp4 (45.9 MB)
• 009 Various special matrices_en.srt (25.0 KB)
• 010 Matrix inverse.mp4 (26.5 MB)
• 010 Matrix inverse_en.srt (15.2 KB)
• 011 Matrix pseudoinverse exercise.mp4 (33.7 MB)
• 011 Matrix pseudoinverse exercise_en.srt (13.3 KB)
• 012 Solving a system of equations.mp4 (52.9 MB)
• 012 Solving a system of equations_en.srt (25.2 KB)
• 013 Visualizing matrix-vector multiplication.mp4 (34.2 MB)
• 013 Visualizing matrix-vector multiplication_en.srt (19.0 KB)
• 014 Eigenvalues and eigenvectors.mp4 (34.5 MB)
• 014 Eigenvalues and eigenvectors_en.srt (17.9 KB)
• 015 Eigendecomposition Exercise.mp4 (34.8 MB)
• 015 Eigendecomposition Exercise_en.srt (16.6 KB)
• 016 Singular value decomposition.mp4 (33.2 MB)
• 016 Singular value decomposition_en.srt (16.4 KB)
• 017 SVD of Einstein exercise.mp4 (56.7 MB)
• 017 SVD of Einstein exercise_en.srt (16.2 KB)
• 018 Linear algebra BUG HUNT!.mp4 (97.8 MB)
• 018 Linear algebra BUG HUNT!_en.srt (26.9 KB)
13 - Probabilities and histograms
• 001 Python codes for this section.html (0.0 KB)
• 001 pymath-probability-pythonCodes.zip (6.4 KB)
• 002 Histograms and probability densities.mp4 (39.2 MB)
• 002 Histograms and probability densities_en.srt (17.9 KB)
• 003 Probability exercise math functions.mp4 (25.2 MB)
• 003 Probability exercise math functions_en.srt (15.5 KB)
• 004 Virtual coin tosses.mp4 (36.1 MB)
• 004 Virtual coin tosses_en.srt (18.1 KB)
• 005 Exercise Virtual weighted dice.mp4 (64.6 MB)
• 005 Exercise Virtual weighted dice_en.srt (20.1 KB)
• 006 Building distributions from random numbers.mp4 (95.5 MB)
• 006 Building distributions from random numbers_en.srt (24.3 KB)
• 007 Exercise Normalize any distribution to Gaussian.mp4 (49.9 MB)
• 007 Exercise Normalize any distribution to Gaussian_en.srt (15.5 KB)
• 008 The central limit theorem.mp4 (68.5 MB)
• 008 The central limit theorem_en.srt (19.4 KB)
• 009 Exercise the central limit theorem.mp4 (42.2 MB)
• 009 Exercise the central limit theorem_en.srt (14.8 KB)
• 010 Joint probability distributions.mp4 (39.4 MB)
• 010 Joint probability distributions_en.srt (20.4 KB)
• 011 Probability bug hunt!.mp4 (55.5 MB)
• 011 Probability bug hunt!_en.srt (13.6 KB)
14 - Number theory
• 001 MXC-pymath-numberTheory.zip (5.7 KB)
• 001 Python codes for this section.html (0.1 KB)
• 002 Counting perfect numbers.mp4 (63.4 MB)
• 002 Counting perfect numbers_en.srt (34.0 KB)
• 003 Euclid's Pythagorean triplets.mp4 (86.5 MB)
• 003 Euclid's Pythagorean triplets_en.srt (24.0 KB)
• 004 Fermat's theorem.mp4 (60.3 MB)
• 004 Fermat's theorem_en.srt (23.6 KB)
• 005 Plotting number sequences.mp4 (41.2 MB)
• 005 Plotting number sequences_en.srt (21.8 KB)
• 006 Exercise condivergent sequences.mp4 (42.4 MB)
• 006 Exercise condivergent sequences_en.srt (18.8 KB)
• 007 Heron's method of square roots.mp4 (66.0 MB)
• 007 Heron's method of square roots_en.srt (33.7 KB)
• 008 Exercise Heron's mosquito spaceship #13.mp4 (68.8 MB)
• 008 Exercise Heron's mosquito spaceship #13_en.srt (20.6 KB)
• 009 Smooth numbers.mp4 (88.4 MB)
• 009 Smooth numbers_en.srt (30.9 KB)
• 010 Exercise Smooth numbers.mp4 (51.5 MB)
• 010 Exercise Smooth numbers_en.srt (12.2 KB)
• 011 Number theory bug hunt!.mp4 (71.0 MB)
• 011 Number theory bug hunt!_en.srt (21.3 KB)
15 - Bonus section
• 001 Bonus lecture.html (4.6 KB)