Name [Tutorialsplanet.NET] Udemy - Master Python programming by solving scientific projects

File Type video

Size 12.81GB

UpdateDate 2024-12-29

hash *****029DD61CBF48CE1D5815848B7FA25CBF07

Hot 1

Files 01 - Introductions/001 Prerequisites and how to rock this course.mp4 | 44.15MB 01 - Introductions/001 Prerequisites and how to rock this course_en.vtt | 8.79KB 01 - Introductions/002 Code a Sierpinski triangle!.mp4 | 58.00MB 01 - Introductions/002 Code a Sierpinski triangle!_en.vtt | 13.82KB 01 - Introductions/003 Python via Google colab.mp4 | 33.30MB 01 - Introductions/003 Python via Google colab_en.vtt | 7.10KB 01 - Introductions/004 Local Jupyter notebooks via Anaconda.mp4 | 32.10MB 01 - Introductions/004 Local Jupyter notebooks via Anaconda_en.vtt | 7.20KB 01 - Introductions/005 Using the Q&A forum.mp4 | 35.25MB 01 - Introductions/005 Using the Q&A forum_en.vtt | 6.83KB 01 - Introductions/006 Index of functions in the course.mp4 | 52.27MB 01 - Introductions/006 Index of functions in the course_en.vtt | 5.66KB 01 - Introductions/28641931-MasPy-functionlist.xlsx | 24.97KB 02 - ------------ Part 1 The basics ------------/001 Part 1 The basics.html | 142B 03 - Data types/001 Variables.mp4 | 74.64MB 03 - Data types/001 Variables_en.vtt | 21.50KB 03 - Data types/002 Math operators.mp4 | 48.49MB 03 - Data types/002 Math operators_en.vtt | 12.98KB 03 - Data types/003 Printing and inputting.mp4 | 63.96MB 03 - Data types/003 Printing and inputting_en.vtt | 13.87KB 03 - Data types/004 Lists.mp4 | 74.71MB 03 - Data types/004 Lists_en.vtt | 20.25KB 03 - Data types/005 Tuples.mp4 | 37.02MB 03 - Data types/005 Tuples_en.vtt | 8.78KB 03 - Data types/006 Booleans.mp4 | 75.43MB 03 - Data types/006 Booleans_en.vtt | 19.88KB 03 - Data types/007 Dictionaries.mp4 | 68.74MB 03 - Data types/007 Dictionaries_en.vtt | 17.17KB 04 - Indexing and slicing/001 Indexing.mp4 | 52.80MB 04 - Indexing and slicing/001 Indexing_en.vtt | 13.59KB 04 - Indexing and slicing/002 Slicing.mp4 | 38.63MB 04 - Indexing and slicing/002 Slicing_en.vtt | 11.19KB 05 - Functions/001 Inputs and outputs.mp4 | 24.50MB 05 - Functions/001 Inputs and outputs_en.vtt | 6.46KB 05 - Functions/002 Python libraries (numpy).mp4 | 64.47MB 05 - Functions/002 Python libraries (numpy)_en.vtt | 15.32KB 05 - Functions/003 Python libraries (pandas).mp4 | 89.86MB 05 - Functions/003 Python libraries (pandas)_en.vtt | 18.21KB 05 - Functions/004 Getting help on functions.mp4 | 46.60MB 05 - Functions/004 Getting help on functions_en.vtt | 11.21KB 05 - Functions/005 Creating functions.mp4 | 99.77MB 05 - Functions/005 Creating functions_en.vtt | 23.42KB 05 - Functions/006 Global and local variable scopes.mp4 | 62.65MB 05 - Functions/006 Global and local variable scopes_en.vtt | 13.00KB 05 - Functions/007 Classes and object-oriented programming.mp4 | 79.21MB 05 - Functions/007 Classes and object-oriented programming_en.vtt | 14.92KB 06 - Flow control/001 If-else statements.mp4 | 152.79MB 06 - Flow control/001 If-else statements_en.vtt | 31.09KB 06 - Flow control/002 For loops.mp4 | 89.35MB 06 - Flow control/002 For loops_en.vtt | 20.43KB 06 - Flow control/003 Continue.mp4 | 32.80MB 06 - Flow control/003 Continue_en.vtt | 8.57KB 06 - Flow control/004 While loops.mp4 | 106.71MB 06 - Flow control/004 While loops_en.vtt | 23.01KB 06 - Flow control/005 Initializing variables.mp4 | 125.93MB 06 - Flow control/005 Initializing variables_en.vtt | 26.90KB 06 - Flow control/006 Function error checking and handling.mp4 | 99.96MB 06 - Flow control/006 Function error checking and handling_en.vtt | 21.20KB 06 - Flow control/007 Multiple inputs with zip.mp4 | 48.79MB 06 - Flow control/007 Multiple inputs with zip_en.vtt | 11.13KB 06 - Flow control/008 Single-line loops.mp4 | 83.51MB 06 - Flow control/008 Single-line loops_en.vtt | 18.88KB 06 - Flow control/009 Broadcasting in numpy.mp4 | 111.20MB 06 - Flow control/009 Broadcasting in numpy_en.vtt | 24.97KB 07 - Text and data visualization/001 fprintf and f-strings.mp4 | 139.86MB 07 - Text and data visualization/001 fprintf and f-strings_en.vtt | 27.29KB 07 - Text and data visualization/002 Plotting dots and lines.mp4 | 71.79MB 07 - Text and data visualization/002 Plotting dots and lines_en.vtt | 16.15KB 07 - Text and data visualization/003 Subplot geometry.mp4 | 93.47MB 07 - Text and data visualization/003 Subplot geometry_en.vtt | 18.49KB 07 - Text and data visualization/004 Making the graphs look nicer.mp4 | 136.49MB 07 - Text and data visualization/004 Making the graphs look nicer_en.vtt | 29.39KB 07 - Text and data visualization/005 Adding annotations.mp4 | 101.08MB 07 - Text and data visualization/005 Adding annotations_en.vtt | 19.27KB 07 - Text and data visualization/006 Seaborn.mp4 | 88.54MB 07 - Text and data visualization/006 Seaborn_en.vtt | 18.93KB 07 - Text and data visualization/007 Images.mp4 | 102.54MB 07 - Text and data visualization/007 Images_en.vtt | 21.54KB 07 - Text and data visualization/008 Export plots in low and high resolution.mp4 | 55.93MB 07 - Text and data visualization/008 Export plots in low and high resolution_en.vtt | 11.29KB 07 - Text and data visualization/009 Sierpinski pseudocode, part II.mp4 | 4.60MB 07 - Text and data visualization/009 Sierpinski pseudocode, part II_en.vtt | 1.68KB 08 - A brief aside on sharing code/001 Getting code from githubgoogle-drive.mp4 | 15.89MB 08 - A brief aside on sharing code/001 Getting code from githubgoogle-drive_en.vtt | 3.50KB 09 - ------------ Part 2 The projects ------------/001 Part 2 The projects.html | 113B 10 - Download all course materials/001 IMPORTANT Download course materials.mp4 | 26.62MB 10 - Download all course materials/001 IMPORTANT Download course materials_en.vtt | 4.81KB 10 - Download all course materials/002 Strategies for solving these projects.mp4 | 72.83MB 10 - Download all course materials/002 Strategies for solving these projects_en.vtt | 16.33KB 10 - Download all course materials/38871374-MasterPython-CodeAndData.zip | 70.14MB 11 - Project 1 Text search and replace/001 Project overview and goals.mp4 | 5.22MB 11 - Project 1 Text search and replace/001 Project overview and goals_en.vtt | 1.00KB 11 - Project 1 Text search and replace/002 Import a text file.mp4 | 35.59MB 11 - Project 1 Text search and replace/002 Import a text file_en.vtt | 7.76KB 11 - Project 1 Text search and replace/003 Remove formatting text.mp4 | 98.81MB 11 - Project 1 Text search and replace/003 Remove formatting text_en.vtt | 16.03KB 11 - Project 1 Text search and replace/004 Replace 4-letter words and save to disk.mp4 | 70.65MB 11 - Project 1 Text search and replace/004 Replace 4-letter words and save to disk_en.vtt | 11.08KB 11 - Project 1 Text search and replace/005 Bonus Readability of scrambled words.mp4 | 101.62MB 11 - Project 1 Text search and replace/005 Bonus Readability of scrambled words_en.vtt | 19.33KB 12 - Project 2 The Law of Large Numbers/001 Project overview and goals.mp4 | 22.97MB 12 - Project 2 The Law of Large Numbers/001 Project overview and goals_en.vtt | 5.07KB 12 - Project 2 The Law of Large Numbers/002 Generate a population of random numbers.mp4 | 64.83MB 12 - Project 2 The Law of Large Numbers/002 Generate a population of random numbers_en.vtt | 13.46KB 12 - Project 2 The Law of Large Numbers/003 Monte Carlo sampling.mp4 | 93.89MB 12 - Project 2 The Law of Large Numbers/003 Monte Carlo sampling_en.vtt | 16.33KB 12 - Project 2 The Law of Large Numbers/004 Cumulative averaging.mp4 | 142.32MB 12 - Project 2 The Law of Large Numbers/004 Cumulative averaging_en.vtt | 22.05KB 12 - Project 2 The Law of Large Numbers/005 Bonus The Central Limit Theorem.mp4 | 63.93MB 12 - Project 2 The Law of Large Numbers/005 Bonus The Central Limit Theorem_en.vtt | 11.87KB 13 - Project 3 Entropy of written English/001 Project overview and goals.mp4 | 31.58MB 13 - Project 3 Entropy of written English/001 Project overview and goals_en.vtt | 7.21KB 13 - Project 3 Entropy of written English/002 Import text from the web.mp4 | 68.03MB 13 - Project 3 Entropy of written English/002 Import text from the web_en.vtt | 10.14KB 13 - Project 3 Entropy of written English/003 Distribution of word lengths.mp4 | 67.31MB 13 - Project 3 Entropy of written English/003 Distribution of word lengths_en.vtt | 14.38KB 13 - Project 3 Entropy of written English/004 Letter frequencies.mp4 | 54.73MB 13 - Project 3 Entropy of written English/004 Letter frequencies_en.vtt | 11.80KB 13 - Project 3 Entropy of written English/005 Letter entropy.mp4 | 58.90MB 13 - Project 3 Entropy of written English/005 Letter entropy_en.vtt | 11.17KB 13 - Project 3 Entropy of written English/006 Conditional (sequence) entropy.mp4 | 97.73MB 13 - Project 3 Entropy of written English/006 Conditional (sequence) entropy_en.vtt | 18.99KB 13 - Project 3 Entropy of written English/007 Bonus Make a word cloud.mp4 | 22.72MB 13 - Project 3 Entropy of written English/007 Bonus Make a word cloud_en.vtt | 3.53KB 14 - Project 4 State-space trajectories/001 Project overview and goals.mp4 | 47.24MB 14 - Project 4 State-space trajectories/001 Project overview and goals_en.vtt | 10.77KB 14 - Project 4 State-space trajectories/002 Import and clean the data.mp4 | 148.09MB 14 - Project 4 State-space trajectories/002 Import and clean the data_en.vtt | 26.36KB 14 - Project 4 State-space trajectories/003 Create a channel covariance matrix.mp4 | 86.20MB 14 - Project 4 State-space trajectories/003 Create a channel covariance matrix_en.vtt | 13.94KB 14 - Project 4 State-space trajectories/004 Run PCA and compute components.mp4 | 103.47MB 14 - Project 4 State-space trajectories/004 Run PCA and compute components_en.vtt | 23.38KB 14 - Project 4 State-space trajectories/005 State-space trajectories.mp4 | 38.63MB 14 - Project 4 State-space trajectories/005 State-space trajectories_en.vtt | 8.06KB 14 - Project 4 State-space trajectories/006 Bonus Draw time using hues.mp4 | 46.70MB 14 - Project 4 State-space trajectories/006 Bonus Draw time using hues_en.vtt | 9.21KB 14 - Project 4 State-space trajectories/[Tutorialsplanet.NET].url | 128B 15 - Project 5 Statistics/001 Project overview and goals.mp4 | 21.62MB 15 - Project 5 Statistics/001 Project overview and goals_en.vtt | 3.36KB 15 - Project 5 Statistics/002 Import and inspect the data.mp4 | 138.29MB 15 - Project 5 Statistics/002 Import and inspect the data_en.vtt | 25.13KB 15 - Project 5 Statistics/003 T-test for acidity on wine quality.mp4 | 112.54MB 15 - Project 5 Statistics/003 T-test for acidity on wine quality_en.vtt | 23.33KB 15 - Project 5 Statistics/004 Multiple regression.mp4 | 105.25MB 15 - Project 5 Statistics/004 Multiple regression_en.vtt | 16.60KB 15 - Project 5 Statistics/005 Logistic regression.mp4 | 87.31MB 15 - Project 5 Statistics/005 Logistic regression_en.vtt | 18.03KB 15 - Project 5 Statistics/006 Bonus Transform to Gaussian.mp4 | 90.29MB 15 - Project 5 Statistics/006 Bonus Transform to Gaussian_en.vtt | 19.57KB 16 - Project 6 Spectral analysis/001 Project overview and goals.mp4 | 39.92MB 16 - Project 6 Spectral analysis/001 Project overview and goals_en.vtt | 9.56KB 16 - Project 6 Spectral analysis/002 Simulate an AR process.mp4 | 65.20MB 16 - Project 6 Spectral analysis/002 Simulate an AR process_en.vtt | 15.63KB 16 - Project 6 Spectral analysis/003 Code the Fourier transform.mp4 | 104.92MB 16 - Project 6 Spectral analysis/003 Code the Fourier transform_en.vtt | 19.65KB 16 - Project 6 Spectral analysis/004 Zero-padding the FFT.mp4 | 73.32MB 16 - Project 6 Spectral analysis/004 Zero-padding the FFT_en.vtt | 14.96KB 16 - Project 6 Spectral analysis/005 Welch's method.mp4 | 130.94MB 16 - Project 6 Spectral analysis/005 Welch's method_en.vtt | 25.64KB 16 - Project 6 Spectral analysis/006 Bonus spectrogram.mp4 | 58.90MB 16 - Project 6 Spectral analysis/006 Bonus spectrogram_en.vtt | 13.26KB 17 - Project 7 The colorful rainbow of noise/001 Project overview and goals.mp4 | 30.81MB 17 - Project 7 The colorful rainbow of noise/001 Project overview and goals_en.vtt | 6.65KB 17 - Project 7 The colorful rainbow of noise/002 White and brown noise.mp4 | 122.39MB 17 - Project 7 The colorful rainbow of noise/002 White and brown noise_en.vtt | 25.98KB 17 - Project 7 The colorful rainbow of noise/003 Pink and blue noise.mp4 | 120.75MB 17 - Project 7 The colorful rainbow of noise/003 Pink and blue noise_en.vtt | 22.40KB 17 - Project 7 The colorful rainbow of noise/004 The colorful spectral rainbow.mp4 | 64.24MB 17 - Project 7 The colorful rainbow of noise/004 The colorful spectral rainbow_en.vtt | 12.20KB 17 - Project 7 The colorful rainbow of noise/005 Bonus How do they sound.mp4 | 19.88MB 17 - Project 7 The colorful rainbow of noise/005 Bonus How do they sound_en.vtt | 5.26KB 18 - Project 8 Awesome mathy stuff/001 Project overview and goals.mp4 | 5.32MB 18 - Project 8 Awesome mathy stuff/001 Project overview and goals_en.vtt | 1.26KB 18 - Project 8 Awesome mathy stuff/002 Pascal's triangle.mp4 | 85.78MB 18 - Project 8 Awesome mathy stuff/002 Pascal's triangle_en.vtt | 21.30KB 18 - Project 8 Awesome mathy stuff/003 Euler's identity.mp4 | 89.75MB 18 - Project 8 Awesome mathy stuff/003 Euler's identity_en.vtt | 20.27KB 18 - Project 8 Awesome mathy stuff/004 Parameterized Gaussian.mp4 | 134.60MB 18 - Project 8 Awesome mathy stuff/004 Parameterized Gaussian_en.vtt | 26.73KB 18 - Project 8 Awesome mathy stuff/005 Time dilation in special relativity.mp4 | 60.69MB 18 - Project 8 Awesome mathy stuff/005 Time dilation in special relativity_en.vtt | 12.95KB 18 - Project 8 Awesome mathy stuff/006 Eigenvalues on the complex circle.mp4 | 90.59MB 18 - Project 8 Awesome mathy stuff/006 Eigenvalues on the complex circle_en.vtt | 17.44KB 18 - Project 8 Awesome mathy stuff/007 Bonus I heart math.mp4 | 25.50MB 18 - Project 8 Awesome mathy stuff/007 Bonus I heart math_en.vtt | 5.25KB 19 - Project 9 Denoising noisy signals/001 Project overview and goals.mp4 | 12.73MB 19 - Project 9 Denoising noisy signals/001 Project overview and goals_en.vtt | 2.95KB 19 - Project 9 Denoising noisy signals/002 Smoothing via running-mean filter.mp4 | 128.00MB 19 - Project 9 Denoising noisy signals/002 Smoothing via running-mean filter_en.vtt | 27.67KB 19 - Project 9 Denoising noisy signals/003 Smoothing via Gaussian convolution.mp4 | 211.23MB 19 - Project 9 Denoising noisy signals/003 Smoothing via Gaussian convolution_en.vtt | 39.56KB 19 - Project 9 Denoising noisy signals/004 Despeckling via median filter.mp4 | 102.65MB 19 - Project 9 Denoising noisy signals/004 Despeckling via median filter_en.vtt | 23.60KB 19 - Project 9 Denoising noisy signals/005 Denoise these biomedical data!.mp4 | 92.41MB 19 - Project 9 Denoising noisy signals/005 Denoise these biomedical data!_en.vtt | 18.44KB 19 - Project 9 Denoising noisy signals/006 Bonus Highlight plot areas.mp4 | 70.46MB 19 - Project 9 Denoising noisy signals/006 Bonus Highlight plot areas_en.vtt | 13.27KB 20 - Project 10 Time series filtering/001 Project overview and goals.mp4 | 28.97MB 20 - Project 10 Time series filtering/001 Project overview and goals_en.vtt | 7.71KB 20 - Project 10 Time series filtering/002 Generate a signal with random noise.mp4 | 83.40MB 20 - Project 10 Time series filtering/002 Generate a signal with random noise_en.vtt | 16.96KB 20 - Project 10 Time series filtering/003 Notch out line noise.mp4 | 94.87MB 20 - Project 10 Time series filtering/003 Notch out line noise_en.vtt | 16.58KB 20 - Project 10 Time series filtering/004 High-pass FIR filter.mp4 | 73.67MB 20 - Project 10 Time series filtering/004 High-pass FIR filter_en.vtt | 13.99KB 20 - Project 10 Time series filtering/005 Low-pass IIR (Butterworth) filter.mp4 | 46.72MB 20 - Project 10 Time series filtering/005 Low-pass IIR (Butterworth) filter_en.vtt | 10.44KB 20 - Project 10 Time series filtering/006 Bonus Desert landscape.mp4 | 65.42MB 20 - Project 10 Time series filtering/006 Bonus Desert landscape_en.vtt | 12.50KB 21 - Project 11 Descriptive stats without numpy/001 Project overview and goals.mp4 | 11.82MB 21 - Project 11 Descriptive stats without numpy/001 Project overview and goals_en.vtt | 2.24KB 21 - Project 11 Descriptive stats without numpy/002 Mean and median.mp4 | 50.81MB 21 - Project 11 Descriptive stats without numpy/002 Mean and median_en.vtt | 12.53KB 21 - Project 11 Descriptive stats without numpy/003 Frequencies table.mp4 | 101.70MB 21 - Project 11 Descriptive stats without numpy/003 Frequencies table_en.vtt | 21.36KB 21 - Project 11 Descriptive stats without numpy/004 Mode.mp4 | 50.09MB 21 - Project 11 Descriptive stats without numpy/004 Mode_en.vtt | 10.96KB 21 - Project 11 Descriptive stats without numpy/005 Standard deviation.mp4 | 43.64MB 21 - Project 11 Descriptive stats without numpy/005 Standard deviation_en.vtt | 10.09KB 21 - Project 11 Descriptive stats without numpy/006 Bonus Create a csv report file.mp4 | 82.62MB 21 - Project 11 Descriptive stats without numpy/006 Bonus Create a csv report file_en.vtt | 12.86KB 22 - Project 12 Clustering PCA, t-SNE, and k-means/001 Project overview and goals.mp4 | 24.17MB 22 - Project 12 Clustering PCA, t-SNE, and k-means/001 Project overview and goals_en.vtt | 3.51KB 22 - Project 12 Clustering PCA, t-SNE, and k-means/002 Import and normalize the cloud data.mp4 | 129.10MB 22 - Project 12 Clustering PCA, t-SNE, and k-means/002 Import and normalize the cloud data_en.vtt | 21.96KB 22 - Project 12 Clustering PCA, t-SNE, and k-means/003 Compute and inspect covariance matrices.mp4 | 109.16MB 22 - Project 12 Clustering PCA, t-SNE, and k-means/003 Compute and inspect covariance matrices_en.vtt | 17.93KB 22 - Project 12 Clustering PCA, t-SNE, and k-means/004 Determine the number of components using PCA.mp4 | 53.88MB 22 - Project 12 Clustering PCA, t-SNE, and k-means/004 Determine the number of components using PCA_en.vtt | 12.26KB 22 - Project 12 Clustering PCA, t-SNE, and k-means/005 Cluster the data using t-SNE and k-means.mp4 | 113.46MB 22 - Project 12 Clustering PCA, t-SNE, and k-means/005 Cluster the data using t-SNE and k-means_en.vtt | 17.43KB 22 - Project 12 Clustering PCA, t-SNE, and k-means/006 Bonus Make a 2D likelihood density plot.mp4 | 132.45MB 22 - Project 12 Clustering PCA, t-SNE, and k-means/006 Bonus Make a 2D likelihood density plot_en.vtt | 20.16KB 23 - Project 13 Index your Python code/001 Project overview and goals.mp4 | 9.64MB 23 - Project 13 Index your Python code/001 Project overview and goals_en.vtt | 1.72KB 23 - Project 13 Index your Python code/002 Import multiple ipynb files.mp4 | 55.20MB 23 - Project 13 Index your Python code/002 Import multiple ipynb files_en.vtt | 10.83KB 23 - Project 13 Index your Python code/003 Identify function calls.mp4 | 118.15MB 23 - Project 13 Index your Python code/003 Identify function calls_en.vtt | 22.64KB 23 - Project 13 Index your Python code/004 Create an alphabetized function index.mp4 | 152.46MB 23 - Project 13 Index your Python code/004 Create an alphabetized function index_en.vtt | 29.12KB 23 - Project 13 Index your Python code/005 Alphabetize the function list.mp4 | 15.22MB 23 - Project 13 Index your Python code/005 Alphabetize the function list_en.vtt | 2.30KB 23 - Project 13 Index your Python code/006 Create an alphabetized file list.mp4 | 52.76MB 23 - Project 13 Index your Python code/006 Create an alphabetized file list_en.vtt | 9.53KB 23 - Project 13 Index your Python code/007 Bonus Which file has the most points.mp4 | 88.04MB 23 - Project 13 Index your Python code/007 Bonus Which file has the most points_en.vtt | 18.30KB 24 - Project 14 Local minimum via gradient descent/001 Project overview and goals.mp4 | 44.23MB 24 - Project 14 Local minimum via gradient descent/001 Project overview and goals_en.vtt | 7.80KB 24 - Project 14 Local minimum via gradient descent/002 The function and its derivative.mp4 | 34.69MB 24 - Project 14 Local minimum via gradient descent/002 The function and its derivative_en.vtt | 9.48KB 24 - Project 14 Local minimum via gradient descent/003 Gradient descent.mp4 | 95.75MB 24 - Project 14 Local minimum via gradient descent/003 Gradient descent_en.vtt | 20.78KB 24 - Project 14 Local minimum via gradient descent/004 Repeat in 2D.mp4 | 153.23MB 24 - Project 14 Local minimum via gradient descent/004 Repeat in 2D_en.vtt | 29.88KB 24 - Project 14 Local minimum via gradient descent/005 Bonus Visualize in 3D.mp4 | 49.95MB 24 - Project 14 Local minimum via gradient descent/005 Bonus Visualize in 3D_en.vtt | 9.96KB 25 - Project 15 Data curve fitting/001 Project overview and goals.mp4 | 10.60MB 25 - Project 15 Data curve fitting/001 Project overview and goals_en.vtt | 2.25KB 25 - Project 15 Data curve fitting/002 Fit a Gaussian.mp4 | 100.95MB 25 - Project 15 Data curve fitting/002 Fit a Gaussian_en.vtt | 18.49KB 25 - Project 15 Data curve fitting/003 Fit an exponential decay.mp4 | 49.67MB 25 - Project 15 Data curve fitting/003 Fit an exponential decay_en.vtt | 11.11KB 25 - Project 15 Data curve fitting/004 Use a user-defined function (sigmoid).mp4 | 59.60MB 25 - Project 15 Data curve fitting/004 Use a user-defined function (sigmoid)_en.vtt | 13.15KB 25 - Project 15 Data curve fitting/005 Conjunctive model fitting.mp4 | 41.08MB 25 - Project 15 Data curve fitting/005 Conjunctive model fitting_en.vtt | 8.96KB 25 - Project 15 Data curve fitting/006 Multivariate model-fitting.mp4 | 90.77MB 25 - Project 15 Data curve fitting/006 Multivariate model-fitting_en.vtt | 18.20KB 25 - Project 15 Data curve fitting/007 Bonus The eye of Sauron!.mp4 | 54.49MB 25 - Project 15 Data curve fitting/007 Bonus The eye of Sauron!_en.vtt | 10.46KB 25 - Project 15 Data curve fitting/[Tutorialsplanet.NET].url | 128B 26 - Project 16 Time-frequency analysis of EEG/001 Project overview and goals.mp4 | 45.39MB 26 - Project 16 Time-frequency analysis of EEG/001 Project overview and goals_en.vtt | 7.03KB 26 - Project 16 Time-frequency analysis of EEG/002 Real-valued Morlet wavelets.mp4 | 77.21MB 26 - Project 16 Time-frequency analysis of EEG/002 Real-valued Morlet wavelets_en.vtt | 16.76KB 26 - Project 16 Time-frequency analysis of EEG/003 Complex-valued Morlet wavelets.mp4 | 56.63MB 26 - Project 16 Time-frequency analysis of EEG/003 Complex-valued Morlet wavelets_en.vtt | 10.80KB 26 - Project 16 Time-frequency analysis of EEG/004 Create a wavelet family.mp4 | 113.66MB 26 - Project 16 Time-frequency analysis of EEG/004 Create a wavelet family_en.vtt | 18.94KB 26 - Project 16 Time-frequency analysis of EEG/005 Import and visualize the data.mp4 | 64.00MB 26 - Project 16 Time-frequency analysis of EEG/005 Import and visualize the data_en.vtt | 12.90KB 26 - Project 16 Time-frequency analysis of EEG/006 Wavelet convolution.mp4 | 109.37MB 26 - Project 16 Time-frequency analysis of EEG/006 Wavelet convolution_en.vtt | 19.53KB 26 - Project 16 Time-frequency analysis of EEG/007 Create a time-frequency map.mp4 | 45.77MB 26 - Project 16 Time-frequency analysis of EEG/007 Create a time-frequency map_en.vtt | 8.47KB 26 - Project 16 Time-frequency analysis of EEG/008 Bonus Phase map with cyclic colormap.mp4 | 62.99MB 26 - Project 16 Time-frequency analysis of EEG/008 Bonus Phase map with cyclic colormap_en.vtt | 6.78KB 27 - Project 17 Interpolation and extrapolation/001 Project overview and goals.mp4 | 12.35MB 27 - Project 17 Interpolation and extrapolation/001 Project overview and goals_en.vtt | 4.02KB 27 - Project 17 Interpolation and extrapolation/002 Downupsample a time series.mp4 | 84.15MB 27 - Project 17 Interpolation and extrapolation/002 Downupsample a time series_en.vtt | 16.88KB 27 - Project 17 Interpolation and extrapolation/003 1D interpolation.mp4 | 93.13MB 27 - Project 17 Interpolation and extrapolation/003 1D interpolation_en.vtt | 17.43KB 27 - Project 17 Interpolation and extrapolation/004 1D extrapolation.mp4 | 67.26MB 27 - Project 17 Interpolation and extrapolation/004 1D extrapolation_en.vtt | 10.08KB 27 - Project 17 Interpolation and extrapolation/005 Resampling revisited.mp4 | 42.51MB 27 - Project 17 Interpolation and extrapolation/005 Resampling revisited_en.vtt | 8.31KB 27 - Project 17 Interpolation and extrapolation/006 Fix corrupted image with interpolation.mp4 | 183.88MB 27 - Project 17 Interpolation and extrapolation/006 Fix corrupted image with interpolation_en.vtt | 29.88KB 27 - Project 17 Interpolation and extrapolation/007 Bonus Draw a Necker cube.mp4 | 68.59MB 27 - Project 17 Interpolation and extrapolation/007 Bonus Draw a Necker cube_en.vtt | 15.95KB 28 - Project 18 Simulate a brain circuit/001 Project overview and goals.mp4 | 76.16MB 28 - Project 18 Simulate a brain circuit/001 Project overview and goals_en.vtt | 14.81KB 28 - Project 18 Simulate a brain circuit/002 Simulate one brain cell.mp4 | 79.23MB 28 - Project 18 Simulate a brain circuit/002 Simulate one brain cell_en.vtt | 18.39KB 28 - Project 18 Simulate a brain circuit/003 Create a circuit of 1000 neurons.mp4 | 110.31MB 28 - Project 18 Simulate a brain circuit/003 Create a circuit of 1000 neurons_en.vtt | 20.31KB 28 - Project 18 Simulate a brain circuit/004 Simulate the neural circuit.mp4 | 175.58MB 28 - Project 18 Simulate a brain circuit/004 Simulate the neural circuit_en.vtt | 27.56KB 28 - Project 18 Simulate a brain circuit/005 Visualize population activity.mp4 | 99.93MB 28 - Project 18 Simulate a brain circuit/005 Visualize population activity_en.vtt | 14.23KB 28 - Project 18 Simulate a brain circuit/006 Run some experiments!.mp4 | 148.40MB 28 - Project 18 Simulate a brain circuit/006 Run some experiments!_en.vtt | 20.38KB 28 - Project 18 Simulate a brain circuit/007 Bonus Separate excitation and inhibition.mp4 | 102.16MB 28 - Project 18 Simulate a brain circuit/007 Bonus Separate excitation and inhibition_en.vtt | 12.90KB 29 - Project 19 Animate data/001 Project overview and goals.mp4 | 16.86MB 29 - Project 19 Animate data/001 Project overview and goals_en.vtt | 2.82KB 29 - Project 19 Animate data/002 Wavey wavelets in plotly, part 1.mp4 | 127.45MB 29 - Project 19 Animate data/002 Wavey wavelets in plotly, part 1_en.vtt | 26.63KB 29 - Project 19 Animate data/003 Wavey wavelets in plotly, part 2.mp4 | 74.51MB 29 - Project 19 Animate data/003 Wavey wavelets in plotly, part 2_en.vtt | 12.28KB 29 - Project 19 Animate data/004 Wavey wavelets in matplotlib.mp4 | 105.36MB 29 - Project 19 Animate data/004 Wavey wavelets in matplotlib_en.vtt | 15.44KB 29 - Project 19 Animate data/005 Mobius transform in matplotlib.mp4 | 136.34MB 29 - Project 19 Animate data/005 Mobius transform in matplotlib_en.vtt | 25.96KB 29 - Project 19 Animate data/006 Bonus the wandering primes.mp4 | 149.43MB 29 - Project 19 Animate data/006 Bonus the wandering primes_en.vtt | 30.41KB 30 - Project 20 Cryptocurrency investing/001 Project overview and goals.mp4 | 86.40MB 30 - Project 20 Cryptocurrency investing/001 Project overview and goals_en.vtt | 17.28KB 30 - Project 20 Cryptocurrency investing/002 Import and average data from one coin.mp4 | 126.03MB 30 - Project 20 Cryptocurrency investing/002 Import and average data from one coin_en.vtt | 23.79KB 30 - Project 20 Cryptocurrency investing/003 Create a dataframe of selected coins.mp4 | 129.82MB 30 - Project 20 Cryptocurrency investing/003 Create a dataframe of selected coins_en.vtt | 26.29KB 30 - Project 20 Cryptocurrency investing/004 Data dimensionality via PCA.mp4 | 133.30MB 30 - Project 20 Cryptocurrency investing/004 Data dimensionality via PCA_en.vtt | 28.40KB 30 - Project 20 Cryptocurrency investing/005 Simulating DCA investments (instructions).mp4 | 63.06MB 30 - Project 20 Cryptocurrency investing/005 Simulating DCA investments (instructions)_en.vtt | 15.52KB 30 - Project 20 Cryptocurrency investing/006 Simulating DCA investments (code).mp4 | 178.68MB 30 - Project 20 Cryptocurrency investing/006 Simulating DCA investments (code)_en.vtt | 31.61KB 30 - Project 20 Cryptocurrency investing/007 Bonus Which coin should you have bought.mp4 | 137.04MB 30 - Project 20 Cryptocurrency investing/007 Bonus Which coin should you have bought_en.vtt | 27.65KB 31 - Bonus/001 Bonus.html | 3.64KB 31 - Bonus/[Tutorialsplanet.NET].url | 128B [Tutorialsplanet.NET].url | 128B