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[GigaCourse.Com] Udemy - Master Math by Coding in Python

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视频 2023-1-3 10:42 2024-11-5 07:28 199 10.45 GB 161
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GigaCourse Com Udemy - Master Math by Coding in Python

文件列表
  1. 1. Introductions and installations/1. (Important) How to get the most out of this course!.mp436.71MB
  2. 1. Introductions and installations/2. Using Python through Jupyter (installing Anaconda).mp448.1MB
  3. 1. Introductions and installations/3. Using Python online (no installation!).mp459.97MB
  4. 1. Introductions and installations/4. Create a beautiful harmonograph!.mp455.61MB
  5. 1. Introductions and installations/5. Getting help in Python.mp451.3MB
  6. 1. Introductions and installations/6. (optional) Entering time-stamped notes in the Udemy video player.mp411.76MB
  7. 10. Art from trigonometry/2. Astroid radial curve.mp474.96MB
  8. 10. Art from trigonometry/3. Rose curves.mp461.33MB
  9. 10. Art from trigonometry/4. Squircle.mp455.02MB
  10. 10. Art from trigonometry/5. Logarithmic spiral.mp451.93MB
  11. 10. Art from trigonometry/6. Logistic map.mp498.27MB
  12. 11. Calculus/10. Graphing a function tangent line.mp470.33MB
  13. 11. Calculus/11. Graphing tangent lines exercise.mp461.11MB
  14. 11. Calculus/12. Finding critical points.mp483.52MB
  15. 11. Calculus/13. Finding critical points exercise.mp489.55MB
  16. 11. Calculus/14. Partial derivatives.mp455.62MB
  17. 11. Calculus/15. Indefinite and definite integrals.mp460.79MB
  18. 11. Calculus/16. Exercise The fundamental theorem of calculus.mp419.69MB
  19. 11. Calculus/17. Area between two curves.mp459.41MB
  20. 11. Calculus/18. Area between two curves exercise.mp476.1MB
  21. 11. Calculus/19. Calculus bug hunt!.mp4104.65MB
  22. 11. Calculus/2. Mathematical proofs vs. intuition with examples.mp420.2MB
  23. 11. Calculus/3. Computing limits of a function.mp465.01MB
  24. 11. Calculus/4. Computing limits exercise.mp460.29MB
  25. 11. Calculus/5. Piecewise functions.mp476.55MB
  26. 11. Calculus/6. Derivatives of polynomials.mp465.73MB
  27. 11. Calculus/7. Derivatives of polynomials exercise.mp454.8MB
  28. 11. Calculus/8. Derivatives of trig functions.mp456MB
  29. 11. Calculus/9. Derivatives of trig functions exercise.mp448.8MB
  30. 12. Linear algebra/10. Matrix inverse.mp452.32MB
  31. 12. Linear algebra/11. Matrix pseudoinverse exercise.mp462.08MB
  32. 12. Linear algebra/12. Solving a system of equations.mp492.31MB
  33. 12. Linear algebra/13. Visualizing matrix-vector multiplication.mp465.26MB
  34. 12. Linear algebra/14. Eigenvalues and eigenvectors.mp469.42MB
  35. 12. Linear algebra/15. Eigendecomposition Exercise.mp466.43MB
  36. 12. Linear algebra/16. Singular value decomposition.mp464.22MB
  37. 12. Linear algebra/17. SVD of Einstein exercise.mp473.08MB
  38. 12. Linear algebra/18. Linear algebra BUG HUNT!.mp4123.61MB
  39. 12. Linear algebra/2. Row and column vectors.mp475MB
  40. 12. Linear algebra/3. Adding and scalar-multiplying vectors.mp469.85MB
  41. 12. Linear algebra/4. The dot product.mp472.32MB
  42. 12. Linear algebra/5. Dot product application Correlation coefficient.mp456.36MB
  43. 12. Linear algebra/6. The outer product.mp452.56MB
  44. 12. Linear algebra/7. Matrix multiplication.mp478.43MB
  45. 12. Linear algebra/8. Transposing vectors and matrices.mp459.55MB
  46. 12. Linear algebra/9. Various special matrices.mp490.26MB
  47. 13. Probabilities and histograms/10. Joint probability distributions.mp477.62MB
  48. 13. Probabilities and histograms/11. Probability bug hunt!.mp474.74MB
  49. 13. Probabilities and histograms/2. Histograms and probability densities.mp468.45MB
  50. 13. Probabilities and histograms/3. Probability exercise math functions.mp458.78MB
  51. 13. Probabilities and histograms/4. Virtual coin tosses.mp460.83MB
  52. 13. Probabilities and histograms/5. Exercise Virtual weighted dice.mp471.39MB
  53. 13. Probabilities and histograms/6. Building distributions from random numbers.mp495.51MB
  54. 13. Probabilities and histograms/7. Exercise Normalize any distribution to Gaussian.mp466.45MB
  55. 13. Probabilities and histograms/8. The central limit theorem.mp486.33MB
  56. 13. Probabilities and histograms/9. Exercise the central limit theorem.mp472.01MB
  57. 14. Number theory/10. Exercise Smooth numbers.mp460.07MB
  58. 14. Number theory/11. Number theory bug hunt!.mp493.22MB
  59. 14. Number theory/2. Counting perfect numbers.mp4120.51MB
  60. 14. Number theory/3. Euclid's Pythagorean triplets.mp4115.8MB
  61. 14. Number theory/4. Fermat's theorem.mp4106.19MB
  62. 14. Number theory/5. Plotting number sequences.mp482.55MB
  63. 14. Number theory/6. Exercise condivergent sequences.mp480.44MB
  64. 14. Number theory/7. Heron's method of square roots.mp4115.82MB
  65. 14. Number theory/8. Exercise Heron's mosquito spaceship #13.mp489.81MB
  66. 14. Number theory/9. Smooth numbers.mp4114.15MB
  67. 2. Arithmetic/10. Using if-statements and logical operators.mp467.07MB
  68. 2. Arithmetic/11. Absolute value.mp455.09MB
  69. 2. Arithmetic/12. Remainder after division (modulus).mp466.24MB
  70. 2. Arithmetic/13. Create interactive math functions, part 1.mp459.13MB
  71. 2. Arithmetic/14. Create interactive math functions, part 2.mp480.93MB
  72. 2. Arithmetic/15. Create interactive math functions, part 3.mp463.38MB
  73. 2. Arithmetic/16. Arithmetic bug hunt!.mp488.89MB
  74. 2. Arithmetic/2. Addition, subtraction, multiplication, division.mp429.86MB
  75. 2. Arithmetic/3. Using variables in place of numbers.mp441.21MB
  76. 2. Arithmetic/4. Printing out equations in Jupyter notebook.mp488.63MB
  77. 2. Arithmetic/5. Writing comments in Python.mp415.03MB
  78. 2. Arithmetic/6. Exponents (powers).mp463.56MB
  79. 2. Arithmetic/7. Using for-loops to compute powers.mp459.14MB
  80. 2. Arithmetic/8. Order of operations.mp457.78MB
  81. 2. Arithmetic/9. Testing inequalities and Boolean data type.mp446.69MB
  82. 3. Introduction to Sympy and LaTeX/2. Intro to Sympy, part 1.mp454.82MB
  83. 3. Introduction to Sympy and LaTeX/3. Intro to LaTeX.mp485.6MB
  84. 3. Introduction to Sympy and LaTeX/4. Intro to Sympy, part 2.mp489.76MB
  85. 3. Introduction to Sympy and LaTeX/5. Printing with f-strings.mp435.11MB
  86. 3. Introduction to Sympy and LaTeX/6. Example Use Sympy to understand the law of exponents.mp463.64MB
  87. 3. Introduction to Sympy and LaTeX/7. SympyLatex bug hunt!.mp473.85MB
  88. 4. Python data types/2. Numbers and strings.mp475.29MB
  89. 4. Python data types/3. Lists and numpy arrays.mp4127.9MB
  90. 5. Algebra 1/10. Greatest common denominator.mp440.54MB
  91. 5. Algebra 1/11. Greatest common denominator exercises.mp449.98MB
  92. 5. Algebra 1/12. Introduction to Python dictionaries.mp457.65MB
  93. 5. Algebra 1/13. Prime factorization.mp462.43MB
  94. 5. Algebra 1/14. Solving inequalities.mp461.53MB
  95. 5. Algebra 1/15. Adding polynomials.mp481.42MB
  96. 5. Algebra 1/16. Multiplying polynomials.mp461.93MB
  97. 5. Algebra 1/17. Dividing by polynomials.mp478.3MB
  98. 5. Algebra 1/18. Factoring polynomials.mp454.74MB
  99. 5. Algebra 1/19. Algebra 1 bug hunt!.mp468.94MB
  100. 5. Algebra 1/2. Solving for x.mp462.92MB
  101. 5. Algebra 1/3. Solving for x exercises.mp473.15MB
  102. 5. Algebra 1/4. Expanding terms.mp473.35MB
  103. 5. Algebra 1/5. Creating and accessing matrices with numpy.mp465.75MB
  104. 5. Algebra 1/6. Exercise Create a multiplication table.mp459.11MB
  105. 5. Algebra 1/7. Associative, commutative, and distributive properties.mp463.27MB
  106. 5. Algebra 1/8. Creating and working with Python lists.mp475.23MB
  107. 5. Algebra 1/9. More on slicing in Python.mp433.29MB
  108. 6. Graphing and visualization/10. Making images from matrices.mp490.86MB
  109. 6. Graphing and visualization/11. Images from matrices exercise.mp434.74MB
  110. 6. Graphing and visualization/12. Drawing patches with polygons.mp475.76MB
  111. 6. Graphing and visualization/13. Exporting graphics as pictures.mp428.61MB
  112. 6. Graphing and visualization/14. Graphing bug hunt!.mp4117.78MB
  113. 6. Graphing and visualization/2. Plotting coordinates on a plane.mp454.29MB
  114. 6. Graphing and visualization/3. Plotting coordinates on a plane exercise.mp417.8MB
  115. 6. Graphing and visualization/4. Graphing lines part 1 startend notation.mp464.06MB
  116. 6. Graphing and visualization/5. Graphing lines part 2 slope-intercept form.mp467.06MB
  117. 6. Graphing and visualization/6. Graphing rational functions.mp460.2MB
  118. 6. Graphing and visualization/7. Plotting with Sympy.mp476.14MB
  119. 6. Graphing and visualization/8. Plotting with Sympy exercises.mp460.37MB
  120. 6. Graphing and visualization/9. Course tangent self-accountability in online learning.mp468.21MB
  121. 7. Algebra 2/10. Graphing complex numbers.mp449.96MB
  122. 7. Algebra 2/11. Revisiting the quadratic equation with complex numbers.mp448.34MB
  123. 7. Algebra 2/12. The unit circle.mp458.42MB
  124. 7. Algebra 2/13. Natural exponent and logarithm.mp450.59MB
  125. 7. Algebra 2/14. Find a specific point on a Gaussian.mp462.76MB
  126. 7. Algebra 2/15. Exercise A family of Gaussians.mp435.98MB
  127. 7. Algebra 2/16. Graphing the complex roots of unity.mp484.41MB
  128. 7. Algebra 2/17. Log-spaced and linearly spaced numbers.mp443.52MB
  129. 7. Algebra 2/18. Logarithm properties Multiplication and division.mp479.01MB
  130. 7. Algebra 2/19. Arithmetic and geometric sequences.mp464.27MB
  131. 7. Algebra 2/2. Summation and products.mp466.16MB
  132. 7. Algebra 2/20. Orders of magnitude and scientific notation.mp478.06MB
  133. 7. Algebra 2/21. Maxima and minima of functions.mp473.56MB
  134. 7. Algebra 2/22. Even and odd functions.mp453.49MB
  135. 7. Algebra 2/23. Algebra 2 bug hunt!.mp4121.23MB
  136. 7. Algebra 2/3. Differences (discrete derivative).mp478.36MB
  137. 7. Algebra 2/4. Roots of polynomials.mp449.83MB
  138. 7. Algebra 2/5. Roots of polynomials exercise.mp439.66MB
  139. 7. Algebra 2/6. The quadratic equation.mp495.95MB
  140. 7. Algebra 2/7. Complex numbers addition and subtraction.mp465.69MB
  141. 7. Algebra 2/8. Complex numbers conjugate and multiplication.mp459.85MB
  142. 7. Algebra 2/9. Complex numbers division.mp472.91MB
  143. 8. Graphing conic sections/2. Graphing parabolas.mp467.37MB
  144. 8. Graphing conic sections/3. Creating contours from meshes in Python.mp475.01MB
  145. 8. Graphing conic sections/4. Graphing circles.mp482.08MB
  146. 8. Graphing conic sections/5. Graphing ellipses.mp462.89MB
  147. 8. Graphing conic sections/6. Graphing hyperbolas.mp471.09MB
  148. 8. Graphing conic sections/7. Conic bug hunt!.mp436.55MB
  149. 9. Trigonometry/10. Euler's formula.mp452.71MB
  150. 9. Trigonometry/11. Euler's formula exercise.mp458.94MB
  151. 9. Trigonometry/12. Exercise random exploding Euler.mp441.23MB
  152. 9. Trigonometry/13. Exercise random snakes with cosine and sine.mp454.65MB
  153. 9. Trigonometry/14. Trigonometry bug hunt!.mp476.48MB
  154. 9. Trigonometry/2. Introduction to random numbers.mp467.79MB
  155. 9. Trigonometry/3. Introduction to random numbers exercise.mp456.9MB
  156. 9. Trigonometry/4. Exercise Plotting random phase angles.mp431.05MB
  157. 9. Trigonometry/5. Converting between radians and degrees.mp439.33MB
  158. 9. Trigonometry/6. Converting angles exercise.mp482.77MB
  159. 9. Trigonometry/7. The Pythagorean theorem.mp474.35MB
  160. 9. Trigonometry/8. Graphing resolution for sine, cosine, and tangent.mp464.95MB
  161. 9. Trigonometry/9. Graphing and resolution Exercise.mp482.36MB
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