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[FreeTutorials.Eu] Udemy - Master MATLAB through Guided Problem Solving

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视频 2019-5-26 01:45 2024-12-23 22:57 410 16.84 GB 164
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FreeTutorials Eu Udemy - Master MATLAB through Guided Problem Solving

文件列表
  1. 10. Segmentation/1. Threshold-based Time Series Segmentation.mp4186.47MB
  2. 10. Segmentation/2. Derivative-based Time Series Segmentation.mp4126.71MB
  3. 10. Segmentation/3. Intensity-based Image Segmentation.mp4185.62MB
  4. 10. Segmentation/4. Identify Neurons in a Mouse Brain Slice.mp4325.79MB
  5. 11. Data Animations/1. Random Floating Ball.mp4114.41MB
  6. 11. Data Animations/2. The Square Chases the Mouse.mp475.03MB
  7. 11. Data Animations/3. The Magically Materializing Peaks.mp4240.78MB
  8. 11. Data Animations/4. Smooth Sailing The Movie.mp4121.89MB
  9. 11. Data Animations/5. Real-time Audio Spectrum from Mic.mp4125.72MB
  10. 11. Data Animations/6. Möbius Transformation.mp4110.05MB
  11. 11. Data Animations/7. UFO on a Sandcastle.mp410.96MB
  12. 12. Graphical User Interfaces/1. Dialog Box for User Input.mp496.68MB
  13. 12. Graphical User Interfaces/2. Interface to Select a File.mp429.94MB
  14. 12. Graphical User Interfaces/3. Input and Message Boxes.mp445.68MB
  15. 12. Graphical User Interfaces/4. GUI to Create Random Landscapes.mp4169.54MB
  16. 12. Graphical User Interfaces/5. GUIDE to Sigmoid Parameter Space.mp4232.08MB
  17. 13. Functions and Anonymous Functions/1. Same-length Differentiation.mp4208.64MB
  18. 13. Functions and Anonymous Functions/2. Damped Oscillator.mp490.71MB
  19. 13. Functions and Anonymous Functions/3. Unsolved Damped Arcsine.mp414.55MB
  20. 13. Functions and Anonymous Functions/4. Find and Extract a Function Core.mp470.8MB
  21. 13. Functions and Anonymous Functions/5. Smooth Plotting Function with Options.mp4150.08MB
  22. 13. Functions and Anonymous Functions/6. Unsolved Zscore Function.mp410.28MB
  23. 14. Find, Min, Max/1. Find Point Closest to Specified Value.mp4101.68MB
  24. 14. Find, Min, Max/2. Unsolved Manual Peak-Picking.mp46.13MB
  25. 14. Find, Min, Max/3. Find Negative Extrema in a 2D Function.mp4156.48MB
  26. 14. Find, Min, Max/4. Unsolved Find Ridges of a 2D Surface.mp49.19MB
  27. 14. Find, Min, Max/5. Find Local Maxima.mp4126.18MB
  28. 14. Find, Min, Max/6. Replace Image Pixels in an Intensity Range.mp4128.58MB
  29. 14. Find, Min, Max/7. Find Signal Clipping Points.mp497.33MB
  30. 15. Calculus and Differential Equations/1. Plotting Symbolic Functions.mp478.46MB
  31. 15. Calculus and Differential Equations/2. Function Limits.mp454.68MB
  32. 15. Calculus and Differential Equations/3. Function Derivatives.mp468.61MB
  33. 15. Calculus and Differential Equations/4. Function Integration.mp497.65MB
  34. 15. Calculus and Differential Equations/5. Solving Differential Equations.mp478.03MB
  35. 16. Cleaning Univariate Time Series/1. Running Mean Flter.mp4142.29MB
  36. 16. Cleaning Univariate Time Series/2. Threshold Median Filter.mp4149.96MB
  37. 16. Cleaning Univariate Time Series/3. Unsolved all-points Median Filter.mp48.73MB
  38. 16. Cleaning Univariate Time Series/4. Interpolate Missing Time Points.mp4166.04MB
  39. 16. Cleaning Univariate Time Series/5. Spectral Mixing Interpolation.mp4135.37MB
  40. 16. Cleaning Univariate Time Series/6. Polynomial Fitting to Remove Drifts.mp4147.31MB
  41. 16. Cleaning Univariate Time Series/7. Unsolved Polynomial Fitting to Isolate Drifts.mp49.14MB
  42. 16. Cleaning Univariate Time Series/8. Unsolved Local Maximima in Noisy Data.mp47.65MB
  43. 17. Cleaning Multivariate Time Series/1. Three Ways to make a Covariance Matrix.mp4191.02MB
  44. 17. Cleaning Multivariate Time Series/2. Reject Data Based on Extreme Covariance.mp4146.19MB
  45. 17. Cleaning Multivariate Time Series/3. Effects of Averaging on Covariance Matrices.mp4293.86MB
  46. 17. Cleaning Multivariate Time Series/4. Simulate Tri-Component Time-Space Data.mp4146.09MB
  47. 17. Cleaning Multivariate Time Series/5. Unsolved Tri-component Data without Loops.mp411.07MB
  48. 17. Cleaning Multivariate Time Series/6. Space-Based Single Channel Interpolation.mp4280.34MB
  49. 17. Cleaning Multivariate Time Series/7. Spatial Smoothing on a Grid of Channels..mp4162.15MB
  50. 17. Cleaning Multivariate Time Series/8. Spatial Sharpening via Laplacian.mp4109.6MB
  51. 18. Time Series Analysis/1. Convolution.mp4165.55MB
  52. 18. Time Series Analysis/2. High-pass Filter using FIR Filter.mp4139.5MB
  53. 18. Time Series Analysis/3. Narrow-band Filter via Frequency-Domain Gaussian.mp4167.57MB
  54. 18. Time Series Analysis/4. Causal vs. Zero-Phase-Shift Filter.mp4117.68MB
  55. 18. Time Series Analysis/5. Line Noise Notch Filter.mp4166.46MB
  56. 18. Time Series Analysis/6. Compute Envelope Over Peaky, Noisy Signal.mp4171.62MB
  57. 18. Time Series Analysis/7. Frequency-domain Mean Filter.mp4135.91MB
  58. 18. Time Series Analysis/8. Create a chirp (FM Signal).mp4158.38MB
  59. 18. Time Series Analysis/9. Detrended Fluctuation Analysis.mp4224.61MB
  60. 19. Spectral Analysis/1. Create Multispectral Time Series.mp491.78MB
  61. 19. Spectral Analysis/2. Power Spectrum from FFT and Welch's Method.mp4189.05MB
  62. 19. Spectral Analysis/3. Spectrogram of Bird Call.mp4180.9MB
  63. 19. Spectral Analysis/4. Phase-scramble Narrowband Time Series.mp496.95MB
  64. 19. Spectral Analysis/5. Hilbert Transform.mp480.55MB
  65. 19. Spectral Analysis/6. Oscillations in Human Brain Recordings.mp460.22MB
  66. 19. Spectral Analysis/7. Time Frequency Analysis via Wavelet Convolution.mp4208.02MB
  67. 19. Spectral Analysis/8. Unsolved Time-frequency Analysis of Interpolated Signal.mp413.25MB
  68. 1. Course Introduction/1. (Important) How to Learn from this Course.mp4100.64MB
  69. 1. Course Introduction/2. Stages of Learning Programming and Completing Projects.mp429.7MB
  70. 20. Matrix Analysis/10. Unsolved Create a Toeplitz Matrix.mp47.98MB
  71. 20. Matrix Analysis/11. Eigenvectors of a Hankel Matrix.mp4147.98MB
  72. 20. Matrix Analysis/12. Compute a Unit Vector in some Direction.mp426.26MB
  73. 20. Matrix Analysis/13. Orthogonalize a Pair of Vectors.mp460.34MB
  74. 20. Matrix Analysis/14. Gram-Schmidt Algorithm.mp489.52MB
  75. 20. Matrix Analysis/15. Matrix Inverse via QR Decomposition.mp464.67MB
  76. 20. Matrix Analysis/16. Visualize the Quadratic form of a 2x2 Matrix.mp489.45MB
  77. 20. Matrix Analysis/17. Eigenvectors and Quadratic Form.mp4101.65MB
  78. 20. Matrix Analysis/18. PCA of Low-Rank Space-Time Data.mp4192.46MB
  79. 20. Matrix Analysis/19. Covariance Shrinkage Regularization in PCA.mp4142.66MB
  80. 20. Matrix Analysis/1. Four Ways to Compute the Dot Product.mp444.27MB
  81. 20. Matrix Analysis/2. Unsolved Plot Vectors and Compute Lengths.mp410.32MB
  82. 20. Matrix Analysis/3. Hermitian vs. Regular Transpose.mp457.56MB
  83. 20. Matrix Analysis/4. Create a Symmetric Matrix Additive.mp431.38MB
  84. 20. Matrix Analysis/5. Create a Square Symmetric Matrix Multiplicative.mp443.78MB
  85. 20. Matrix Analysis/6. MxM Matrix with Rank M-1.mp465.46MB
  86. 20. Matrix Analysis/7. MxN Matrix with Rank r via SVD.mp483.52MB
  87. 20. Matrix Analysis/8. Create a Random Hankel Matrix.mp445.8MB
  88. 20. Matrix Analysis/9. Unsolved Element-wise Hankel Matrix with Mod Function.mp47.67MB
  89. 21. Circular Distributions and Analyses/1. Draw a Vector in Polar Plane.mp495.06MB
  90. 21. Circular Distributions and Analyses/2. Circular Histogram.mp479.04MB
  91. 21. Circular Distributions and Analyses/3. Compute and Plot Mean Vector Length.mp486.88MB
  92. 21. Circular Distributions and Analyses/4. Phase Difference Between Two Distributions.mp4167.94MB
  93. 22. Fractal Time Series and Images/1. The Sierpinksi Triangle.mp4104.38MB
  94. 22. Fractal Time Series and Images/2. Unsolved Sierpinksi Triangle as Dense Matrix.mp415.64MB
  95. 22. Fractal Time Series and Images/3. Brownian Motion.mp428.46MB
  96. 22. Fractal Time Series and Images/4. Cantor Set and Devil's Staircase.mp490.82MB
  97. 22. Fractal Time Series and Images/5. Unsolved Initialize the Cantor Set.mp411.68MB
  98. 22. Fractal Time Series and Images/6. Mandelbrot Set.mp4104.73MB
  99. 22. Fractal Time Series and Images/7. Weierstrass Function.mp4130.83MB
  100. 22. Fractal Time Series and Images/8. Fractal Circles and Bubbles.mp492.79MB
  101. 23. Nonparametric Statistics/1. Wilcoxon Rank Test.mp464.4MB
  102. 23. Nonparametric Statistics/2. 2D Space of Wilcoxon Effect Sizes.mp484.84MB
  103. 23. Nonparametric Statistics/3. KL Divergence of Two Distributions.mp4119.55MB
  104. 23. Nonparametric Statistics/4. 2D Space of KL Divergences.mp496.91MB
  105. 23. Nonparametric Statistics/5. Permutation Testing.mp4191.69MB
  106. 23. Nonparametric Statistics/6. Bootstrapping for Confidence Intervals.mp4155.57MB
  107. 23. Nonparametric Statistics/7. Unsolved Bootstrapping Medians.mp424.56MB
  108. 24. Nonlinear Model Fitting/1. Find a Function Minimum.mp4115.88MB
  109. 24. Nonlinear Model Fitting/2. Fit a Gaussian to a Distribution.mp4166.52MB
  110. 24. Nonlinear Model Fitting/3. Two-piece Linear Regression.mp4194.73MB
  111. 24. Nonlinear Model Fitting/4. Fit a Sine Wave.mp470.95MB
  112. 24. Nonlinear Model Fitting/5. Fit a Circle to a Noisy Ring.mp4152.83MB
  113. 25. Bonus Material/1. Bonus - Please Watch!.mp415.38MB
  114. 2. Getting Started/1. Create, edit, and open scripts.mp467.83MB
  115. 2. Getting Started/2. Write Comments in Lines and Blocks.mp439.62MB
  116. 2. Getting Started/3. Using MATLAB for a Personal Budget.mp4110.31MB
  117. 2. Getting Started/4. Personalize MATLAB Colors.mp456.71MB
  118. 2. Getting Started/5. Start MATLAB with an Encouraging Note.mp431.47MB
  119. 3. Vectors and Variables/1. Create Vectors and Matrices.mp457.57MB
  120. 3. Vectors and Variables/2. Unsolved Valid and Invalid Matrices.mp46.66MB
  121. 3. Vectors and Variables/3. Working with Text (Characters and Strings).mp489.7MB
  122. 3. Vectors and Variables/4. HTML Table from MATLAB Code.mp459.52MB
  123. 3. Vectors and Variables/5. Round pi to N significant Digits.mp429.99MB
  124. 3. Vectors and Variables/6. Filefolder Information Using Structures.mp460.15MB
  125. 4. Command Statements/1. Create a Hilbert Matrix Using for-loops..mp437.87MB
  126. 4. Command Statements/2. Unsolved Compare two while Loops.mp47.53MB
  127. 4. Command Statements/3. Create an Upper-Triangular Matrix.mp460.82MB
  128. 4. Command Statements/4. Random Count-Down Timer (Poisson-like).mp4129.24MB
  129. 4. Command Statements/5. Display the day of 1 January.mp477.56MB
  130. 5. Import and Export Data/1. Save and Load Multiple Files.mp4103.13MB
  131. 5. Import and Export Data/2. Import Formatted Text Data.mp4130.73MB
  132. 5. Import and Export Data/3. Import Excel-format Data.mp4206.47MB
  133. 5. Import and Export Data/4. Convert US$ to Euros Using up-to-date Info.mp474.29MB
  134. 6. Translate Formulas into Code/1. Trig Functions and Gaussians.mp4148.75MB
  135. 6. Translate Formulas into Code/2. Laplace and log-normal Distributions.mp4115.06MB
  136. 6. Translate Formulas into Code/3. Complex Numbers and Euler's Formula.mp483.1MB
  137. 6. Translate Formulas into Code/4. Piecewise Functions.mp4123.69MB
  138. 6. Translate Formulas into Code/5. Piecewise Function in one line of Code.mp458.25MB
  139. 6. Translate Formulas into Code/6. Sigmoid Function.mp455.75MB
  140. 6. Translate Formulas into Code/7. Unsolved Sigmoid and Error Function.mp46.74MB
  141. 6. Translate Formulas into Code/8. Circular p-value and its Approximation.mp490.72MB
  142. 7. Descriptive Statistics/1. Compute Measures of Central Tendency.mp4113.19MB
  143. 7. Descriptive Statistics/2. Compute Variance and Standard Deviation.mp456.72MB
  144. 7. Descriptive Statistics/3. Unsolved Sort Data up and down.mp46.16MB
  145. 7. Descriptive Statistics/4. Data Transformations (log, sqrt, rank).mp481.1MB
  146. 8. 2D Plotting/10. Distance Matrix from Generated Points.mp4192.98MB
  147. 8. 2D Plotting/11. Gabor Patch Marginal Histograms.mp4189.53MB
  148. 8. 2D Plotting/1. Lines.mp4105.34MB
  149. 8. 2D Plotting/2. Bars and errorbars.mp4122.5MB
  150. 8. 2D Plotting/3. Dots.mp4121.69MB
  151. 8. 2D Plotting/4. Multidimensional Data with Colored Scatter.mp469.86MB
  152. 8. 2D Plotting/5. Unsolved imagesc vs. pcolor.mp48.18MB
  153. 8. 2D Plotting/6. Histograms.mp4142.83MB
  154. 8. 2D Plotting/7. Uncertainty in Future Money (using patch).mp4167.61MB
  155. 8. 2D Plotting/8. Blend Pictures Using Transparency.mp4278.48MB
  156. 8. 2D Plotting/9. Vertically Stacking Data Series.mp4143.91MB
  157. 9. 3D Plotting/1. Sphere in a Cube.mp4184.73MB
  158. 9. 3D Plotting/2. Colorful Cube (a.k.a. the happy Borg ship).mp4210.55MB
  159. 9. 3D Plotting/3. Expanding Wavelets with Surfaces.mp4114.68MB
  160. 9. 3D Plotting/4. Textured Gaussian Surfaces.mp4139.02MB
  161. 9. 3D Plotting/5. A Ball in 3D Color Space.mp4243.38MB
  162. 9. 3D Plotting/6. Plane in R3 Spanned by Two Vectors.mp493.37MB
  163. 9. 3D Plotting/7. Complex Sinc Surface.mp497.92MB
  164. 9. 3D Plotting/8. The Prickly Gabor Patch.mp4119.68MB
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