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[GigaCourse Com] Udemy - Master Math by Coding in Python
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0. Websites you may like (Size: 10.52 GB) (Files: 360)
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1 - Introductions and installations
1 - Important How to get the most out of this course English.srt
1 - Important How to get the most out of this course.mp4
2 - Using Python through Jupyter installing Anaconda English.srt
3 - Using Python online no installation English.srt
3 - Using Python online no installation.mp4
4 - Create a beautiful harmonograph English.srt
4 - Create a beautiful harmonograph.mp4
4 - MXC-pymath-harmonograph.zip
5 - Getting help in Python English.srt
5 - Getting help in Python.mp4
6 - optional Entering timestamped notes in the Udemy video player English.srt
6 - optional Entering timestamped notes in the Udemy video player.mp4
10 - Art from trigonometry
110 - MXC-pymath-art-from-trig.zip
110 - Python code for this section.html
111 - Astroid radial curve English.srt
111 - Astroid radial curve.mp4
112 - Rose curves English.srt
112 - Rose curves.mp4
113 - Squircle English.srt
113 - Squircle.mp4
114 - Logarithmic spiral English.srt
114 - Logarithmic spiral.mp4
115 - Logistic map English.srt
115 - Logistic map.mp4
11 - Calculus
116 - Python code for this section.html
116 - pymath-calc.zip
117 - Mathematical proofs vs intuition with examples English.srt
117 - Mathematical proofs vs intuition with examples.mp4
118 - Computing limits of a function English.srt
118 - Computing limits of a function.mp4
119 - Computing limits exercise English.srt
119 - Computing limits exercise.mp4
120 - Piecewise functions English.srt
120 - Piecewise functions.mp4
121 - Derivatives of polynomials English.srt
121 - Derivatives of polynomials.mp4
122 - Derivatives of polynomials exercise English.srt
122 - Derivatives of polynomials exercise.mp4
123 - Derivatives of trig functions English.srt
123 - Derivatives of trig functions.mp4
124 - Derivatives of trig functions exercise English.srt
124 - Derivatives of trig functions exercise.mp4
125 - Graphing a function tangent line English.srt
125 - Graphing a function tangent line.mp4
126 - Graphing tangent lines exercise English.srt
126 - Graphing tangent lines exercise.mp4
127 - Finding critical points English.srt
127 - Finding critical points.mp4
128 - Finding critical points exercise English.srt
128 - Finding critical points exercise.mp4
129 - Partial derivatives English.srt
129 - Partial derivatives.mp4
130 - Indefinite and definite integrals English.srt
130 - Indefinite and definite integrals.mp4
131 - Exercise The fundamental theorem of calculus English.srt
131 - Exercise The fundamental theorem of calculus.mp4
132 - Area between two curves English.srt
132 - Area between two curves.mp4
133 - Area between two curves exercise English.srt
133 - Area between two curves exercise.mp4
134 - Calculus bug hunt English.srt
134 - Calculus bug hunt.mp4
12 - Linear algebra
135 - Python code for this section.html
135 - pymath-linalg.zip
136 - Row and column vectors English.srt
136 - Row and column vectors.mp4
137 - Adding and scalarmultiplying vectors English.srt
137 - Adding and scalarmultiplying vectors.mp4
138 - The dot product English.srt
138 - The dot product.mp4
139 - Dot product application Correlation coefficient English.srt
139 - Dot product application Correlation coefficient.mp4
140 - The outer product English.srt
140 - The outer product.mp4
141 - Matrix multiplication English.srt
141 - Matrix multiplication.mp4
142 - Transposing vectors and matrices English.srt
142 - Transposing vectors and matrices.mp4
143 - Various special matrices English.srt
143 - Various special matrices.mp4
144 - Matrix inverse English.srt
144 - Matrix inverse.mp4
145 - Matrix pseudoinverse exercise English.srt
145 - Matrix pseudoinverse exercise.mp4
146 - Solving a system of equations English.srt
146 - Solving a system of equations.mp4
147 - Visualizing matrixvector multiplication English.srt
147 - Visualizing matrixvector multiplication.mp4
148 - Eigenvalues and eigenvectors English.srt
148 - Eigenvalues and eigenvectors.mp4
149 - Eigendecomposition Exercise English.srt
149 - Eigendecomposition Exercise.mp4
150 - Singular value decomposition English.srt
150 - Singular value decomposition.mp4
151 - SVD of Einstein exercise English.srt
151 - SVD of Einstein exercise.mp4
152 - Linear algebra BUG HUNT English.srt
152 - Linear algebra BUG HUNT.mp4
13 - Probabilities and histograms
153 - Python codes for this section.html
153 - pymath-probability-pythonCodes.zip
154 - Histograms and probability densities English.srt
154 - Histograms and probability densities.mp4
155 - Probability exercise math functions English.srt
155 - Probability exercise math functions.mp4
156 - Virtual coin tosses English.srt
156 - Virtual coin tosses.mp4
157 - Exercise Virtual weighted dice English.srt
157 - Exercise Virtual weighted dice.mp4
158 - Building distributions from random numbers English.srt
158 - Building distributions from random numbers.mp4
159 - Exercise Normalize any distribution to Gaussian English.srt
159 - Exercise Normalize any distribution to Gaussian.mp4
160 - The central limit theorem.mp4
161 - Exercise the central limit theorem English.srt
161 - Exercise the central limit theorem.mp4
162 - Joint probability distributions English.srt
162 - Joint probability distributions.mp4
163 - Probability bug hunt English.srt
163 - Probability bug hunt.mp4
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14 - Number theory
164 - MXC-pymath-numberTheory.zip
164 - Python codes for this section.html
165 - Counting perfect numbers English.srt
165 - Counting perfect numbers.mp4
166 - Euclids Pythagorean triplets English.srt
166 - Euclids Pythagorean triplets.mp4
167 - Fermats theorem English.srt
167 - Fermats theorem.mp4
168 - Plotting number sequences English.srt
168 - Plotting number sequences.mp4
169 - Exercise condivergent sequences English.srt
169 - Exercise condivergent sequences.mp4
170 - Herons method of square roots English.srt
170 - Herons method of square roots.mp4
171 - Exercise Herons mosquito spaceship 13 English.srt
171 - Exercise Herons mosquito spaceship 13.mp4
172 - Smooth numbers English.srt
172 - Smooth numbers.mp4
173 - Exercise Smooth numbers English.srt
173 - Exercise Smooth numbers.mp4
174 - Number theory bug hunt English.srt
174 - Number theory bug hunt.mp4
15 - Bonus section
175 - Bonus lecture.html
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2 - Arithmetic
10 - Printing out equations in Jupyter notebook English.srt
10 - Printing out equations in Jupyter notebook.mp4
11 - Writing comments in Python English.srt
11 - Writing comments in Python.mp4
12 - Exponents powers English.srt
12 - Exponents powers.mp4
13 - Using forloops to compute powers English.srt
13 - Using forloops to compute powers.mp4
14 - Order of operations English.srt
14 - Order of operations.mp4
15 - Testing inequalities and Boolean data type English.srt
15 - Testing inequalities and Boolean data type.mp4
16 - Using ifstatements and logical operators English.srt
16 - Using ifstatements and logical operators.mp4
17 - Absolute value English.srt
17 - Absolute value.mp4
18 - Remainder after division modulus English.srt
18 - Remainder after division modulus.mp4
19 - Create interactive math functions part 1 English.srt
19 - Create interactive math functions part 1.mp4
20 - Create interactive math functions part 2 English.srt
20 - Create interactive math functions part 2.mp4
21 - Create interactive math functions part 3 English.srt
21 - Create interactive math functions part 3.mp4
22 - Arithmetic bug hunt English.srt
22 - Arithmetic bug hunt.mp4
7 - Python code for this section.html
7 - pymath-arithmetic-pythonCodes.zip
8 - Addition subtraction multiplication division English.srt
8 - Addition subtraction multiplication division.mp4
9 - Using variables in place of numbers English.srt
9 - Using variables in place of numbers.mp4
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3 - Introduction to Sympy and LaTeX
23 - Python code for this section.html
23 - pymath-sympyLatex-pythonCodes.zip
24 - Intro to Sympy part 1 English.srt
24 - Intro to Sympy part 1.mp4
25 - Intro to LaTeX English.srt
25 - Intro to LaTeX.mp4
26 - Intro to Sympy part 2 English.srt
26 - Intro to Sympy part 2.mp4
27 - Printing with fstrings English.srt
27 - Printing with fstrings.mp4
28 - Example Use Sympy to understand the law of exponents English.srt
28 - Example Use Sympy to understand the law of exponents.mp4
29 - SympyLatex bug hunt English.srt
29 - SympyLatex bug hunt.mp4
4 - Python data types
30 - MXC-pymath-dataTypes.ipynb
30 - Python codes for this section.html
31 - Numbers and strings English.srt
31 - Numbers and strings.mp4
32 - Lists and numpy arrays English.srt
32 - Lists and numpy arrays.mp4
5 - Algebra 1
33 - Python code for this section.html
33 - pymath-algebra1-pythonCodes.zip
34 - Solving for x English.srt
34 - Solving for x.mp4
35 - Solving for x exercises English.srt
35 - Solving for x exercises.mp4
36 - Expanding terms English.srt
36 - Expanding terms.mp4
37 - Creating and accessing matrices with numpy English.srt
37 - Creating and accessing matrices with numpy.mp4
38 - Exercise Create a multiplication table English.srt
38 - Exercise Create a multiplication table.mp4
39 - Associative commutative and distributive properties English.srt
39 - Associative commutative and distributive properties.mp4
40 - Creating and working with Python lists English.srt
40 - Creating and working with Python lists.mp4
41 - More on slicing in Python English.srt
41 - More on slicing in Python.mp4
42 - Greatest common denominator English.srt
42 - Greatest common denominator.mp4
43 - Greatest common denominator exercises English.srt
43 - Greatest common denominator exercises.mp4
44 - Introduction to Python dictionaries English.srt
44 - Introduction to Python dictionaries.mp4
45 - Prime factorization English.srt
45 - Prime factorization.mp4
46 - Solving inequalities English.srt
46 - Solving inequalities.mp4
47 - Adding polynomials English.srt
47 - Adding polynomials.mp4
48 - Multiplying polynomials English.srt
48 - Multiplying polynomials.mp4
49 - Dividing by polynomials English.srt
49 - Dividing by polynomials.mp4
50 - Factoring polynomials English.srt
50 - Factoring polynomials.mp4
51 - Algebra 1 bug hunt English.srt
51 - Algebra 1 bug hunt.mp4
6 - Graphing and visualization
52 - Python code for this section.html
52 - pymath-graphing-pythonCodes.zip
53 - Plotting coordinates on a plane English.srt
53 - Plotting coordinates on a plane.mp4
54 - Plotting coordinates on a plane exercise English.srt
54 - Plotting coordinates on a plane exercise.mp4
55 - Graphing lines part 1 startend notation English.srt
55 - Graphing lines part 1 startend notation.mp4
56 - Graphing lines part 2 slopeintercept form English.srt
56 - Graphing lines part 2 slopeintercept form.mp4
57 - Graphing rational functions English.srt
57 - Graphing rational functions.mp4
58 - Plotting with Sympy English.srt
58 - Plotting with Sympy.mp4
59 - Plotting with Sympy exercises English.srt
59 - Plotting with Sympy exercises.mp4
60 - Course tangent selfaccountability in online learning English.srt
60 - Course tangent selfaccountability in online learning.mp4
61 - Making images from matrices English.srt
61 - Making images from matrices.mp4
62 - Images from matrices exercise English.srt
62 - Images from matrices exercise.mp4
63 - Drawing patches with polygons English.srt
63 - Drawing patches with polygons.mp4
64 - Exporting graphics as pictures English.srt
64 - Exporting graphics as pictures.mp4
65 - Graphing bug hunt English.srt
65 - Graphing bug hunt.mp4
7 - Algebra 2
66 - Python code for this section.html
66 - pymath-algebra2-pythonCodes.zip
67 - Summation and products English.srt
67 - Summation and products.mp4
68 - Differences discrete derivative English.srt
68 - Differences discrete derivative.mp4
69 - Roots of polynomials English.srt
69 - Roots of polynomials.mp4
70 - Roots of polynomials exercise English.srt
70 - Roots of polynomials exercise.mp4
71 - The quadratic equation English.srt
71 - The quadratic equation.mp4
72 - Complex numbers addition and subtraction English.srt
72 - Complex numbers addition and subtraction.mp4
73 - Complex numbers conjugate and multiplication English.srt
73 - Complex numbers conjugate and multiplication.mp4
74 - Complex numbers division English.srt
74 - Complex numbers division.mp4
75 - Graphing complex numbers English.srt
75 - Graphing complex numbers.mp4
76 - Revisiting the quadratic equation with complex numbers English.srt
76 - Revisiting the quadratic equation with complex numbers.mp4
77 - The unit circle English.srt
77 - The unit circle.mp4
78 - Natural exponent and logarithm English.srt
78 - Natural exponent and logarithm.mp4
79 - Find a specific point on a Gaussian English.srt
79 - Find a specific point on a Gaussian.mp4
80 - Exercise A family of Gaussians English.srt
80 - Exercise A family of Gaussians.mp4
81 - Graphing the complex roots of unity English.srt
81 - Graphing the complex roots of unity.mp4
82 - Logspaced and linearly spaced numbers English.srt
82 - Logspaced and linearly spaced numbers.mp4
83 - Logarithm properties Multiplication and division English.srt
83 - Logarithm properties Multiplication and division.mp4
84 - Arithmetic and geometric sequences English.srt
84 - Arithmetic and geometric sequences.mp4
85 - Orders of magnitude and scientific notation English.srt
85 - Orders of magnitude and scientific notation.mp4
86 - Maxima and minima of functions English.srt
86 - Maxima and minima of functions.mp4
87 - Even and odd functions English.srt
87 - Even and odd functions.mp4
88 - Algebra 2 bug hunt English.srt
88 - Algebra 2 bug hunt.mp4
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8 - Graphing conic sections
89 - Python code for this section.html
89 - pymath-conics-pythonCodes.zip
90 - Graphing parabolas English.srt
90 - Graphing parabolas.mp4
91 - Creating contours from meshes in Python English.srt
91 - Creating contours from meshes in Python.mp4
92 - Graphing circles English.srt
92 - Graphing circles.mp4
93 - Graphing ellipses English.srt
93 - Graphing ellipses.mp4
94 - Graphing hyperbolas English.srt
94 - Graphing hyperbolas.mp4
95 - Conic bug hunt English.srt
95 - Conic bug hunt.mp4
9 - Trigonometry
100 - Converting between radians and degrees English.srt
100 - Converting between radians and degrees.mp4
101 - Converting angles exercise English.srt
101 - Converting angles exercise.mp4
102 - The Pythagorean theorem English.srt
102 - The Pythagorean theorem.mp4
103 - Graphing resolution for sine cosine and tangent English.srt
103 - Graphing resolution for sine cosine and tangent.mp4
104 - Graphing and resolution Exercise English.srt
104 - Graphing and resolution Exercise.mp4
105 - Eulers formula English.srt
105 - Eulers formula.mp4
106 - Eulers formula exercise English.srt
106 - Eulers formula exercise.mp4
107 - Exercise random exploding Euler English.srt
107 - Exercise random exploding Euler.mp4
108 - Exercise random snakes with cosine and sine English.srt
108 - Exercise random snakes with cosine and sine.mp4
109 - Trigonometry bug hunt English.srt
109 - Trigonometry bug hunt.mp4
96 - Python code for this section.html
96 - pymath-trigonometry-pythonCodes.zip
97 - Introduction to random numbers English.srt
97 - Introduction to random numbers.mp4
98 - Introduction to random numbers exercise English.srt
98 - Introduction to random numbers exercise.mp4
99 - Exercise Plotting random phase angles English.srt
99 - Exercise Plotting random phase angles.mp4
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