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[FreeTutorials.Eu] Udemy - Master MATLAB through Guided Problem Solving
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2019-5-26 01:45
2024-8-21 14:27
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文件列表
10. Segmentation/1. Threshold-based Time Series Segmentation.mp4
186.47MB
10. Segmentation/2. Derivative-based Time Series Segmentation.mp4
126.71MB
10. Segmentation/3. Intensity-based Image Segmentation.mp4
185.62MB
10. Segmentation/4. Identify Neurons in a Mouse Brain Slice.mp4
325.79MB
11. Data Animations/1. Random Floating Ball.mp4
114.41MB
11. Data Animations/2. The Square Chases the Mouse.mp4
75.03MB
11. Data Animations/3. The Magically Materializing Peaks.mp4
240.78MB
11. Data Animations/4. Smooth Sailing The Movie.mp4
121.89MB
11. Data Animations/5. Real-time Audio Spectrum from Mic.mp4
125.72MB
11. Data Animations/6. Möbius Transformation.mp4
110.05MB
11. Data Animations/7. UFO on a Sandcastle.mp4
10.96MB
12. Graphical User Interfaces/1. Dialog Box for User Input.mp4
96.68MB
12. Graphical User Interfaces/2. Interface to Select a File.mp4
29.94MB
12. Graphical User Interfaces/3. Input and Message Boxes.mp4
45.68MB
12. Graphical User Interfaces/4. GUI to Create Random Landscapes.mp4
169.54MB
12. Graphical User Interfaces/5. GUIDE to Sigmoid Parameter Space.mp4
232.08MB
13. Functions and Anonymous Functions/1. Same-length Differentiation.mp4
208.64MB
13. Functions and Anonymous Functions/2. Damped Oscillator.mp4
90.71MB
13. Functions and Anonymous Functions/3. Unsolved Damped Arcsine.mp4
14.55MB
13. Functions and Anonymous Functions/4. Find and Extract a Function Core.mp4
70.8MB
13. Functions and Anonymous Functions/5. Smooth Plotting Function with Options.mp4
150.08MB
13. Functions and Anonymous Functions/6. Unsolved Zscore Function.mp4
10.28MB
14. Find, Min, Max/1. Find Point Closest to Specified Value.mp4
101.68MB
14. Find, Min, Max/2. Unsolved Manual Peak-Picking.mp4
6.13MB
14. Find, Min, Max/3. Find Negative Extrema in a 2D Function.mp4
156.48MB
14. Find, Min, Max/4. Unsolved Find Ridges of a 2D Surface.mp4
9.19MB
14. Find, Min, Max/5. Find Local Maxima.mp4
126.18MB
14. Find, Min, Max/6. Replace Image Pixels in an Intensity Range.mp4
128.58MB
14. Find, Min, Max/7. Find Signal Clipping Points.mp4
97.33MB
15. Calculus and Differential Equations/1. Plotting Symbolic Functions.mp4
78.46MB
15. Calculus and Differential Equations/2. Function Limits.mp4
54.68MB
15. Calculus and Differential Equations/3. Function Derivatives.mp4
68.61MB
15. Calculus and Differential Equations/4. Function Integration.mp4
97.65MB
15. Calculus and Differential Equations/5. Solving Differential Equations.mp4
78.03MB
16. Cleaning Univariate Time Series/1. Running Mean Flter.mp4
142.29MB
16. Cleaning Univariate Time Series/2. Threshold Median Filter.mp4
149.96MB
16. Cleaning Univariate Time Series/3. Unsolved all-points Median Filter.mp4
8.73MB
16. Cleaning Univariate Time Series/4. Interpolate Missing Time Points.mp4
166.04MB
16. Cleaning Univariate Time Series/5. Spectral Mixing Interpolation.mp4
135.37MB
16. Cleaning Univariate Time Series/6. Polynomial Fitting to Remove Drifts.mp4
147.31MB
16. Cleaning Univariate Time Series/7. Unsolved Polynomial Fitting to Isolate Drifts.mp4
9.14MB
16. Cleaning Univariate Time Series/8. Unsolved Local Maximima in Noisy Data.mp4
7.65MB
17. Cleaning Multivariate Time Series/1. Three Ways to make a Covariance Matrix.mp4
191.02MB
17. Cleaning Multivariate Time Series/2. Reject Data Based on Extreme Covariance.mp4
146.19MB
17. Cleaning Multivariate Time Series/3. Effects of Averaging on Covariance Matrices.mp4
293.86MB
17. Cleaning Multivariate Time Series/4. Simulate Tri-Component Time-Space Data.mp4
146.09MB
17. Cleaning Multivariate Time Series/5. Unsolved Tri-component Data without Loops.mp4
11.07MB
17. Cleaning Multivariate Time Series/6. Space-Based Single Channel Interpolation.mp4
280.34MB
17. Cleaning Multivariate Time Series/7. Spatial Smoothing on a Grid of Channels..mp4
162.15MB
17. Cleaning Multivariate Time Series/8. Spatial Sharpening via Laplacian.mp4
109.6MB
18. Time Series Analysis/1. Convolution.mp4
165.55MB
18. Time Series Analysis/2. High-pass Filter using FIR Filter.mp4
139.5MB
18. Time Series Analysis/3. Narrow-band Filter via Frequency-Domain Gaussian.mp4
167.57MB
18. Time Series Analysis/4. Causal vs. Zero-Phase-Shift Filter.mp4
117.68MB
18. Time Series Analysis/5. Line Noise Notch Filter.mp4
166.46MB
18. Time Series Analysis/6. Compute Envelope Over Peaky, Noisy Signal.mp4
171.62MB
18. Time Series Analysis/7. Frequency-domain Mean Filter.mp4
135.91MB
18. Time Series Analysis/8. Create a chirp (FM Signal).mp4
158.38MB
18. Time Series Analysis/9. Detrended Fluctuation Analysis.mp4
224.61MB
19. Spectral Analysis/1. Create Multispectral Time Series.mp4
91.78MB
19. Spectral Analysis/2. Power Spectrum from FFT and Welch's Method.mp4
189.05MB
19. Spectral Analysis/3. Spectrogram of Bird Call.mp4
180.9MB
19. Spectral Analysis/4. Phase-scramble Narrowband Time Series.mp4
96.95MB
19. Spectral Analysis/5. Hilbert Transform.mp4
80.55MB
19. Spectral Analysis/6. Oscillations in Human Brain Recordings.mp4
60.22MB
19. Spectral Analysis/7. Time Frequency Analysis via Wavelet Convolution.mp4
208.02MB
19. Spectral Analysis/8. Unsolved Time-frequency Analysis of Interpolated Signal.mp4
13.25MB
1. Course Introduction/1. (Important) How to Learn from this Course.mp4
100.64MB
1. Course Introduction/2. Stages of Learning Programming and Completing Projects.mp4
29.7MB
20. Matrix Analysis/10. Unsolved Create a Toeplitz Matrix.mp4
7.98MB
20. Matrix Analysis/11. Eigenvectors of a Hankel Matrix.mp4
147.98MB
20. Matrix Analysis/12. Compute a Unit Vector in some Direction.mp4
26.26MB
20. Matrix Analysis/13. Orthogonalize a Pair of Vectors.mp4
60.34MB
20. Matrix Analysis/14. Gram-Schmidt Algorithm.mp4
89.52MB
20. Matrix Analysis/15. Matrix Inverse via QR Decomposition.mp4
64.67MB
20. Matrix Analysis/16. Visualize the Quadratic form of a 2x2 Matrix.mp4
89.45MB
20. Matrix Analysis/17. Eigenvectors and Quadratic Form.mp4
101.65MB
20. Matrix Analysis/18. PCA of Low-Rank Space-Time Data.mp4
192.46MB
20. Matrix Analysis/19. Covariance Shrinkage Regularization in PCA.mp4
142.66MB
20. Matrix Analysis/1. Four Ways to Compute the Dot Product.mp4
44.27MB
20. Matrix Analysis/2. Unsolved Plot Vectors and Compute Lengths.mp4
10.32MB
20. Matrix Analysis/3. Hermitian vs. Regular Transpose.mp4
57.56MB
20. Matrix Analysis/4. Create a Symmetric Matrix Additive.mp4
31.38MB
20. Matrix Analysis/5. Create a Square Symmetric Matrix Multiplicative.mp4
43.78MB
20. Matrix Analysis/6. MxM Matrix with Rank M-1.mp4
65.46MB
20. Matrix Analysis/7. MxN Matrix with Rank r via SVD.mp4
83.52MB
20. Matrix Analysis/8. Create a Random Hankel Matrix.mp4
45.8MB
20. Matrix Analysis/9. Unsolved Element-wise Hankel Matrix with Mod Function.mp4
7.67MB
21. Circular Distributions and Analyses/1. Draw a Vector in Polar Plane.mp4
95.06MB
21. Circular Distributions and Analyses/2. Circular Histogram.mp4
79.04MB
21. Circular Distributions and Analyses/3. Compute and Plot Mean Vector Length.mp4
86.88MB
21. Circular Distributions and Analyses/4. Phase Difference Between Two Distributions.mp4
167.94MB
22. Fractal Time Series and Images/1. The Sierpinksi Triangle.mp4
104.38MB
22. Fractal Time Series and Images/2. Unsolved Sierpinksi Triangle as Dense Matrix.mp4
15.64MB
22. Fractal Time Series and Images/3. Brownian Motion.mp4
28.46MB
22. Fractal Time Series and Images/4. Cantor Set and Devil's Staircase.mp4
90.82MB
22. Fractal Time Series and Images/5. Unsolved Initialize the Cantor Set.mp4
11.68MB
22. Fractal Time Series and Images/6. Mandelbrot Set.mp4
104.73MB
22. Fractal Time Series and Images/7. Weierstrass Function.mp4
130.83MB
22. Fractal Time Series and Images/8. Fractal Circles and Bubbles.mp4
92.79MB
23. Nonparametric Statistics/1. Wilcoxon Rank Test.mp4
64.4MB
23. Nonparametric Statistics/2. 2D Space of Wilcoxon Effect Sizes.mp4
84.84MB
23. Nonparametric Statistics/3. KL Divergence of Two Distributions.mp4
119.55MB
23. Nonparametric Statistics/4. 2D Space of KL Divergences.mp4
96.91MB
23. Nonparametric Statistics/5. Permutation Testing.mp4
191.69MB
23. Nonparametric Statistics/6. Bootstrapping for Confidence Intervals.mp4
155.57MB
23. Nonparametric Statistics/7. Unsolved Bootstrapping Medians.mp4
24.56MB
24. Nonlinear Model Fitting/1. Find a Function Minimum.mp4
115.88MB
24. Nonlinear Model Fitting/2. Fit a Gaussian to a Distribution.mp4
166.52MB
24. Nonlinear Model Fitting/3. Two-piece Linear Regression.mp4
194.73MB
24. Nonlinear Model Fitting/4. Fit a Sine Wave.mp4
70.95MB
24. Nonlinear Model Fitting/5. Fit a Circle to a Noisy Ring.mp4
152.83MB
25. Bonus Material/1. Bonus - Please Watch!.mp4
15.38MB
2. Getting Started/1. Create, edit, and open scripts.mp4
67.83MB
2. Getting Started/2. Write Comments in Lines and Blocks.mp4
39.62MB
2. Getting Started/3. Using MATLAB for a Personal Budget.mp4
110.31MB
2. Getting Started/4. Personalize MATLAB Colors.mp4
56.71MB
2. Getting Started/5. Start MATLAB with an Encouraging Note.mp4
31.47MB
3. Vectors and Variables/1. Create Vectors and Matrices.mp4
57.57MB
3. Vectors and Variables/2. Unsolved Valid and Invalid Matrices.mp4
6.66MB
3. Vectors and Variables/3. Working with Text (Characters and Strings).mp4
89.7MB
3. Vectors and Variables/4. HTML Table from MATLAB Code.mp4
59.52MB
3. Vectors and Variables/5. Round pi to N significant Digits.mp4
29.99MB
3. Vectors and Variables/6. Filefolder Information Using Structures.mp4
60.15MB
4. Command Statements/1. Create a Hilbert Matrix Using for-loops..mp4
37.87MB
4. Command Statements/2. Unsolved Compare two while Loops.mp4
7.53MB
4. Command Statements/3. Create an Upper-Triangular Matrix.mp4
60.82MB
4. Command Statements/4. Random Count-Down Timer (Poisson-like).mp4
129.24MB
4. Command Statements/5. Display the day of 1 January.mp4
77.56MB
5. Import and Export Data/1. Save and Load Multiple Files.mp4
103.13MB
5. Import and Export Data/2. Import Formatted Text Data.mp4
130.73MB
5. Import and Export Data/3. Import Excel-format Data.mp4
206.47MB
5. Import and Export Data/4. Convert US$ to Euros Using up-to-date Info.mp4
74.29MB
6. Translate Formulas into Code/1. Trig Functions and Gaussians.mp4
148.75MB
6. Translate Formulas into Code/2. Laplace and log-normal Distributions.mp4
115.06MB
6. Translate Formulas into Code/3. Complex Numbers and Euler's Formula.mp4
83.1MB
6. Translate Formulas into Code/4. Piecewise Functions.mp4
123.69MB
6. Translate Formulas into Code/5. Piecewise Function in one line of Code.mp4
58.25MB
6. Translate Formulas into Code/6. Sigmoid Function.mp4
55.75MB
6. Translate Formulas into Code/7. Unsolved Sigmoid and Error Function.mp4
6.74MB
6. Translate Formulas into Code/8. Circular p-value and its Approximation.mp4
90.72MB
7. Descriptive Statistics/1. Compute Measures of Central Tendency.mp4
113.19MB
7. Descriptive Statistics/2. Compute Variance and Standard Deviation.mp4
56.72MB
7. Descriptive Statistics/3. Unsolved Sort Data up and down.mp4
6.16MB
7. Descriptive Statistics/4. Data Transformations (log, sqrt, rank).mp4
81.1MB
8. 2D Plotting/10. Distance Matrix from Generated Points.mp4
192.98MB
8. 2D Plotting/11. Gabor Patch Marginal Histograms.mp4
189.53MB
8. 2D Plotting/1. Lines.mp4
105.34MB
8. 2D Plotting/2. Bars and errorbars.mp4
122.5MB
8. 2D Plotting/3. Dots.mp4
121.69MB
8. 2D Plotting/4. Multidimensional Data with Colored Scatter.mp4
69.86MB
8. 2D Plotting/5. Unsolved imagesc vs. pcolor.mp4
8.18MB
8. 2D Plotting/6. Histograms.mp4
142.83MB
8. 2D Plotting/7. Uncertainty in Future Money (using patch).mp4
167.61MB
8. 2D Plotting/8. Blend Pictures Using Transparency.mp4
278.48MB
8. 2D Plotting/9. Vertically Stacking Data Series.mp4
143.91MB
9. 3D Plotting/1. Sphere in a Cube.mp4
184.73MB
9. 3D Plotting/2. Colorful Cube (a.k.a. the happy Borg ship).mp4
210.55MB
9. 3D Plotting/3. Expanding Wavelets with Surfaces.mp4
114.68MB
9. 3D Plotting/4. Textured Gaussian Surfaces.mp4
139.02MB
9. 3D Plotting/5. A Ball in 3D Color Space.mp4
243.38MB
9. 3D Plotting/6. Plane in R3 Spanned by Two Vectors.mp4
93.37MB
9. 3D Plotting/7. Complex Sinc Surface.mp4
97.92MB
9. 3D Plotting/8. The Prickly Gabor Patch.mp4
119.68MB
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