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

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Files
  1. 01 - Introductions/001 Prerequisites and how to rock this course.mp4 44.15MB
  2. 01 - Introductions/001 Prerequisites and how to rock this course_en.vtt 8.79KB
  3. 01 - Introductions/002 Code a Sierpinski triangle!.mp4 58.00MB
  4. 01 - Introductions/002 Code a Sierpinski triangle!_en.vtt 13.82KB
  5. 01 - Introductions/003 Python via Google colab.mp4 33.30MB
  6. 01 - Introductions/003 Python via Google colab_en.vtt 7.10KB
  7. 01 - Introductions/004 Local Jupyter notebooks via Anaconda.mp4 32.10MB
  8. 01 - Introductions/004 Local Jupyter notebooks via Anaconda_en.vtt 7.20KB
  9. 01 - Introductions/005 Using the Q&A forum.mp4 35.25MB
  10. 01 - Introductions/005 Using the Q&A forum_en.vtt 6.83KB
  11. 01 - Introductions/006 Index of functions in the course.mp4 52.27MB
  12. 01 - Introductions/006 Index of functions in the course_en.vtt 5.66KB
  13. 01 - Introductions/28641931-MasPy-functionlist.xlsx 24.97KB
  14. 02 - ------------ Part 1 The basics ------------/001 Part 1 The basics.html 142B
  15. 03 - Data types/001 Variables.mp4 74.64MB
  16. 03 - Data types/001 Variables_en.vtt 21.50KB
  17. 03 - Data types/002 Math operators.mp4 48.49MB
  18. 03 - Data types/002 Math operators_en.vtt 12.98KB
  19. 03 - Data types/003 Printing and inputting.mp4 63.96MB
  20. 03 - Data types/003 Printing and inputting_en.vtt 13.87KB
  21. 03 - Data types/004 Lists.mp4 74.71MB
  22. 03 - Data types/004 Lists_en.vtt 20.25KB
  23. 03 - Data types/005 Tuples.mp4 37.02MB
  24. 03 - Data types/005 Tuples_en.vtt 8.78KB
  25. 03 - Data types/006 Booleans.mp4 75.43MB
  26. 03 - Data types/006 Booleans_en.vtt 19.88KB
  27. 03 - Data types/007 Dictionaries.mp4 68.74MB
  28. 03 - Data types/007 Dictionaries_en.vtt 17.17KB
  29. 04 - Indexing and slicing/001 Indexing.mp4 52.80MB
  30. 04 - Indexing and slicing/001 Indexing_en.vtt 13.59KB
  31. 04 - Indexing and slicing/002 Slicing.mp4 38.63MB
  32. 04 - Indexing and slicing/002 Slicing_en.vtt 11.19KB
  33. 05 - Functions/001 Inputs and outputs.mp4 24.50MB
  34. 05 - Functions/001 Inputs and outputs_en.vtt 6.46KB
  35. 05 - Functions/002 Python libraries (numpy).mp4 64.47MB
  36. 05 - Functions/002 Python libraries (numpy)_en.vtt 15.32KB
  37. 05 - Functions/003 Python libraries (pandas).mp4 89.86MB
  38. 05 - Functions/003 Python libraries (pandas)_en.vtt 18.21KB
  39. 05 - Functions/004 Getting help on functions.mp4 46.60MB
  40. 05 - Functions/004 Getting help on functions_en.vtt 11.21KB
  41. 05 - Functions/005 Creating functions.mp4 99.77MB
  42. 05 - Functions/005 Creating functions_en.vtt 23.42KB
  43. 05 - Functions/006 Global and local variable scopes.mp4 62.65MB
  44. 05 - Functions/006 Global and local variable scopes_en.vtt 13.00KB
  45. 05 - Functions/007 Classes and object-oriented programming.mp4 79.21MB
  46. 05 - Functions/007 Classes and object-oriented programming_en.vtt 14.92KB
  47. 06 - Flow control/001 If-else statements.mp4 152.79MB
  48. 06 - Flow control/001 If-else statements_en.vtt 31.09KB
  49. 06 - Flow control/002 For loops.mp4 89.35MB
  50. 06 - Flow control/002 For loops_en.vtt 20.43KB
  51. 06 - Flow control/003 Continue.mp4 32.80MB
  52. 06 - Flow control/003 Continue_en.vtt 8.57KB
  53. 06 - Flow control/004 While loops.mp4 106.71MB
  54. 06 - Flow control/004 While loops_en.vtt 23.01KB
  55. 06 - Flow control/005 Initializing variables.mp4 125.93MB
  56. 06 - Flow control/005 Initializing variables_en.vtt 26.90KB
  57. 06 - Flow control/006 Function error checking and handling.mp4 99.96MB
  58. 06 - Flow control/006 Function error checking and handling_en.vtt 21.20KB
  59. 06 - Flow control/007 Multiple inputs with zip.mp4 48.79MB
  60. 06 - Flow control/007 Multiple inputs with zip_en.vtt 11.13KB
  61. 06 - Flow control/008 Single-line loops.mp4 83.51MB
  62. 06 - Flow control/008 Single-line loops_en.vtt 18.88KB
  63. 06 - Flow control/009 Broadcasting in numpy.mp4 111.20MB
  64. 06 - Flow control/009 Broadcasting in numpy_en.vtt 24.97KB
  65. 07 - Text and data visualization/001 fprintf and f-strings.mp4 139.86MB
  66. 07 - Text and data visualization/001 fprintf and f-strings_en.vtt 27.29KB
  67. 07 - Text and data visualization/002 Plotting dots and lines.mp4 71.79MB
  68. 07 - Text and data visualization/002 Plotting dots and lines_en.vtt 16.15KB
  69. 07 - Text and data visualization/003 Subplot geometry.mp4 93.47MB
  70. 07 - Text and data visualization/003 Subplot geometry_en.vtt 18.49KB
  71. 07 - Text and data visualization/004 Making the graphs look nicer.mp4 136.49MB
  72. 07 - Text and data visualization/004 Making the graphs look nicer_en.vtt 29.39KB
  73. 07 - Text and data visualization/005 Adding annotations.mp4 101.08MB
  74. 07 - Text and data visualization/005 Adding annotations_en.vtt 19.27KB
  75. 07 - Text and data visualization/006 Seaborn.mp4 88.54MB
  76. 07 - Text and data visualization/006 Seaborn_en.vtt 18.93KB
  77. 07 - Text and data visualization/007 Images.mp4 102.54MB
  78. 07 - Text and data visualization/007 Images_en.vtt 21.54KB
  79. 07 - Text and data visualization/008 Export plots in low and high resolution.mp4 55.93MB
  80. 07 - Text and data visualization/008 Export plots in low and high resolution_en.vtt 11.29KB
  81. 07 - Text and data visualization/009 Sierpinski pseudocode, part II.mp4 4.60MB
  82. 07 - Text and data visualization/009 Sierpinski pseudocode, part II_en.vtt 1.68KB
  83. 08 - A brief aside on sharing code/001 Getting code from githubgoogle-drive.mp4 15.89MB
  84. 08 - A brief aside on sharing code/001 Getting code from githubgoogle-drive_en.vtt 3.50KB
  85. 09 - ------------ Part 2 The projects ------------/001 Part 2 The projects.html 113B
  86. 10 - Download all course materials/001 IMPORTANT Download course materials.mp4 26.62MB
  87. 10 - Download all course materials/001 IMPORTANT Download course materials_en.vtt 4.81KB
  88. 10 - Download all course materials/002 Strategies for solving these projects.mp4 72.83MB
  89. 10 - Download all course materials/002 Strategies for solving these projects_en.vtt 16.33KB
  90. 10 - Download all course materials/38871374-MasterPython-CodeAndData.zip 70.14MB
  91. 11 - Project 1 Text search and replace/001 Project overview and goals.mp4 5.22MB
  92. 11 - Project 1 Text search and replace/001 Project overview and goals_en.vtt 1.00KB
  93. 11 - Project 1 Text search and replace/002 Import a text file.mp4 35.59MB
  94. 11 - Project 1 Text search and replace/002 Import a text file_en.vtt 7.76KB
  95. 11 - Project 1 Text search and replace/003 Remove formatting text.mp4 98.81MB
  96. 11 - Project 1 Text search and replace/003 Remove formatting text_en.vtt 16.03KB
  97. 11 - Project 1 Text search and replace/004 Replace 4-letter words and save to disk.mp4 70.65MB
  98. 11 - Project 1 Text search and replace/004 Replace 4-letter words and save to disk_en.vtt 11.08KB
  99. 11 - Project 1 Text search and replace/005 Bonus Readability of scrambled words.mp4 101.62MB
  100. 11 - Project 1 Text search and replace/005 Bonus Readability of scrambled words_en.vtt 19.33KB
  101. 12 - Project 2 The Law of Large Numbers/001 Project overview and goals.mp4 22.97MB
  102. 12 - Project 2 The Law of Large Numbers/001 Project overview and goals_en.vtt 5.07KB
  103. 12 - Project 2 The Law of Large Numbers/002 Generate a population of random numbers.mp4 64.83MB
  104. 12 - Project 2 The Law of Large Numbers/002 Generate a population of random numbers_en.vtt 13.46KB
  105. 12 - Project 2 The Law of Large Numbers/003 Monte Carlo sampling.mp4 93.89MB
  106. 12 - Project 2 The Law of Large Numbers/003 Monte Carlo sampling_en.vtt 16.33KB
  107. 12 - Project 2 The Law of Large Numbers/004 Cumulative averaging.mp4 142.32MB
  108. 12 - Project 2 The Law of Large Numbers/004 Cumulative averaging_en.vtt 22.05KB
  109. 12 - Project 2 The Law of Large Numbers/005 Bonus The Central Limit Theorem.mp4 63.93MB
  110. 12 - Project 2 The Law of Large Numbers/005 Bonus The Central Limit Theorem_en.vtt 11.87KB
  111. 13 - Project 3 Entropy of written English/001 Project overview and goals.mp4 31.58MB
  112. 13 - Project 3 Entropy of written English/001 Project overview and goals_en.vtt 7.21KB
  113. 13 - Project 3 Entropy of written English/002 Import text from the web.mp4 68.03MB
  114. 13 - Project 3 Entropy of written English/002 Import text from the web_en.vtt 10.14KB
  115. 13 - Project 3 Entropy of written English/003 Distribution of word lengths.mp4 67.31MB
  116. 13 - Project 3 Entropy of written English/003 Distribution of word lengths_en.vtt 14.38KB
  117. 13 - Project 3 Entropy of written English/004 Letter frequencies.mp4 54.73MB
  118. 13 - Project 3 Entropy of written English/004 Letter frequencies_en.vtt 11.80KB
  119. 13 - Project 3 Entropy of written English/005 Letter entropy.mp4 58.90MB
  120. 13 - Project 3 Entropy of written English/005 Letter entropy_en.vtt 11.17KB
  121. 13 - Project 3 Entropy of written English/006 Conditional (sequence) entropy.mp4 97.73MB
  122. 13 - Project 3 Entropy of written English/006 Conditional (sequence) entropy_en.vtt 18.99KB
  123. 13 - Project 3 Entropy of written English/007 Bonus Make a word cloud.mp4 22.72MB
  124. 13 - Project 3 Entropy of written English/007 Bonus Make a word cloud_en.vtt 3.53KB
  125. 14 - Project 4 State-space trajectories/001 Project overview and goals.mp4 47.24MB
  126. 14 - Project 4 State-space trajectories/001 Project overview and goals_en.vtt 10.77KB
  127. 14 - Project 4 State-space trajectories/002 Import and clean the data.mp4 148.09MB
  128. 14 - Project 4 State-space trajectories/002 Import and clean the data_en.vtt 26.36KB
  129. 14 - Project 4 State-space trajectories/003 Create a channel covariance matrix.mp4 86.20MB
  130. 14 - Project 4 State-space trajectories/003 Create a channel covariance matrix_en.vtt 13.94KB
  131. 14 - Project 4 State-space trajectories/004 Run PCA and compute components.mp4 103.47MB
  132. 14 - Project 4 State-space trajectories/004 Run PCA and compute components_en.vtt 23.38KB
  133. 14 - Project 4 State-space trajectories/005 State-space trajectories.mp4 38.63MB
  134. 14 - Project 4 State-space trajectories/005 State-space trajectories_en.vtt 8.06KB
  135. 14 - Project 4 State-space trajectories/006 Bonus Draw time using hues.mp4 46.70MB
  136. 14 - Project 4 State-space trajectories/006 Bonus Draw time using hues_en.vtt 9.21KB
  137. 14 - Project 4 State-space trajectories/[Tutorialsplanet.NET].url 128B
  138. 15 - Project 5 Statistics/001 Project overview and goals.mp4 21.62MB
  139. 15 - Project 5 Statistics/001 Project overview and goals_en.vtt 3.36KB
  140. 15 - Project 5 Statistics/002 Import and inspect the data.mp4 138.29MB
  141. 15 - Project 5 Statistics/002 Import and inspect the data_en.vtt 25.12KB
  142. 15 - Project 5 Statistics/003 T-test for acidity on wine quality.mp4 112.54MB
  143. 15 - Project 5 Statistics/003 T-test for acidity on wine quality_en.vtt 23.33KB
  144. 15 - Project 5 Statistics/004 Multiple regression.mp4 105.25MB
  145. 15 - Project 5 Statistics/004 Multiple regression_en.vtt 16.60KB
  146. 15 - Project 5 Statistics/005 Logistic regression.mp4 87.31MB
  147. 15 - Project 5 Statistics/005 Logistic regression_en.vtt 18.03KB
  148. 15 - Project 5 Statistics/006 Bonus Transform to Gaussian.mp4 90.29MB
  149. 15 - Project 5 Statistics/006 Bonus Transform to Gaussian_en.vtt 19.57KB
  150. 16 - Project 6 Spectral analysis/001 Project overview and goals.mp4 39.92MB
  151. 16 - Project 6 Spectral analysis/001 Project overview and goals_en.vtt 9.56KB
  152. 16 - Project 6 Spectral analysis/002 Simulate an AR process.mp4 65.20MB
  153. 16 - Project 6 Spectral analysis/002 Simulate an AR process_en.vtt 15.63KB
  154. 16 - Project 6 Spectral analysis/003 Code the Fourier transform.mp4 104.92MB
  155. 16 - Project 6 Spectral analysis/003 Code the Fourier transform_en.vtt 19.65KB
  156. 16 - Project 6 Spectral analysis/004 Zero-padding the FFT.mp4 73.32MB
  157. 16 - Project 6 Spectral analysis/004 Zero-padding the FFT_en.vtt 14.96KB
  158. 16 - Project 6 Spectral analysis/005 Welch's method.mp4 130.94MB
  159. 16 - Project 6 Spectral analysis/005 Welch's method_en.vtt 25.64KB
  160. 16 - Project 6 Spectral analysis/006 Bonus spectrogram.mp4 58.90MB
  161. 16 - Project 6 Spectral analysis/006 Bonus spectrogram_en.vtt 13.26KB
  162. 17 - Project 7 The colorful rainbow of noise/001 Project overview and goals.mp4 30.81MB
  163. 17 - Project 7 The colorful rainbow of noise/001 Project overview and goals_en.vtt 6.65KB
  164. 17 - Project 7 The colorful rainbow of noise/002 White and brown noise.mp4 122.39MB
  165. 17 - Project 7 The colorful rainbow of noise/002 White and brown noise_en.vtt 25.98KB
  166. 17 - Project 7 The colorful rainbow of noise/003 Pink and blue noise.mp4 120.75MB
  167. 17 - Project 7 The colorful rainbow of noise/003 Pink and blue noise_en.vtt 22.40KB
  168. 17 - Project 7 The colorful rainbow of noise/004 The colorful spectral rainbow.mp4 64.24MB
  169. 17 - Project 7 The colorful rainbow of noise/004 The colorful spectral rainbow_en.vtt 12.20KB
  170. 17 - Project 7 The colorful rainbow of noise/005 Bonus How do they sound.mp4 19.88MB
  171. 17 - Project 7 The colorful rainbow of noise/005 Bonus How do they sound_en.vtt 5.26KB
  172. 18 - Project 8 Awesome mathy stuff/001 Project overview and goals.mp4 5.32MB
  173. 18 - Project 8 Awesome mathy stuff/001 Project overview and goals_en.vtt 1.26KB
  174. 18 - Project 8 Awesome mathy stuff/002 Pascal's triangle.mp4 85.78MB
  175. 18 - Project 8 Awesome mathy stuff/002 Pascal's triangle_en.vtt 21.30KB
  176. 18 - Project 8 Awesome mathy stuff/003 Euler's identity.mp4 89.75MB
  177. 18 - Project 8 Awesome mathy stuff/003 Euler's identity_en.vtt 20.27KB
  178. 18 - Project 8 Awesome mathy stuff/004 Parameterized Gaussian.mp4 134.60MB
  179. 18 - Project 8 Awesome mathy stuff/004 Parameterized Gaussian_en.vtt 26.73KB
  180. 18 - Project 8 Awesome mathy stuff/005 Time dilation in special relativity.mp4 60.69MB
  181. 18 - Project 8 Awesome mathy stuff/005 Time dilation in special relativity_en.vtt 12.95KB
  182. 18 - Project 8 Awesome mathy stuff/006 Eigenvalues on the complex circle.mp4 90.59MB
  183. 18 - Project 8 Awesome mathy stuff/006 Eigenvalues on the complex circle_en.vtt 17.44KB
  184. 18 - Project 8 Awesome mathy stuff/007 Bonus I heart math.mp4 25.50MB
  185. 18 - Project 8 Awesome mathy stuff/007 Bonus I heart math_en.vtt 5.25KB
  186. 19 - Project 9 Denoising noisy signals/001 Project overview and goals.mp4 12.73MB
  187. 19 - Project 9 Denoising noisy signals/001 Project overview and goals_en.vtt 2.95KB
  188. 19 - Project 9 Denoising noisy signals/002 Smoothing via running-mean filter.mp4 128.00MB
  189. 19 - Project 9 Denoising noisy signals/002 Smoothing via running-mean filter_en.vtt 27.67KB
  190. 19 - Project 9 Denoising noisy signals/003 Smoothing via Gaussian convolution.mp4 211.23MB
  191. 19 - Project 9 Denoising noisy signals/003 Smoothing via Gaussian convolution_en.vtt 39.56KB
  192. 19 - Project 9 Denoising noisy signals/004 Despeckling via median filter.mp4 102.65MB
  193. 19 - Project 9 Denoising noisy signals/004 Despeckling via median filter_en.vtt 23.60KB
  194. 19 - Project 9 Denoising noisy signals/005 Denoise these biomedical data!.mp4 92.41MB
  195. 19 - Project 9 Denoising noisy signals/005 Denoise these biomedical data!_en.vtt 18.44KB
  196. 19 - Project 9 Denoising noisy signals/006 Bonus Highlight plot areas.mp4 70.46MB
  197. 19 - Project 9 Denoising noisy signals/006 Bonus Highlight plot areas_en.vtt 13.27KB
  198. 20 - Project 10 Time series filtering/001 Project overview and goals.mp4 28.97MB
  199. 20 - Project 10 Time series filtering/001 Project overview and goals_en.vtt 7.71KB
  200. 20 - Project 10 Time series filtering/002 Generate a signal with random noise.mp4 83.40MB
  201. 20 - Project 10 Time series filtering/002 Generate a signal with random noise_en.vtt 16.96KB
  202. 20 - Project 10 Time series filtering/003 Notch out line noise.mp4 94.87MB
  203. 20 - Project 10 Time series filtering/003 Notch out line noise_en.vtt 16.58KB
  204. 20 - Project 10 Time series filtering/004 High-pass FIR filter.mp4 73.67MB
  205. 20 - Project 10 Time series filtering/004 High-pass FIR filter_en.vtt 13.99KB
  206. 20 - Project 10 Time series filtering/005 Low-pass IIR (Butterworth) filter.mp4 46.72MB
  207. 20 - Project 10 Time series filtering/005 Low-pass IIR (Butterworth) filter_en.vtt 10.44KB
  208. 20 - Project 10 Time series filtering/006 Bonus Desert landscape.mp4 65.42MB
  209. 20 - Project 10 Time series filtering/006 Bonus Desert landscape_en.vtt 12.50KB
  210. 21 - Project 11 Descriptive stats without numpy/001 Project overview and goals.mp4 11.82MB
  211. 21 - Project 11 Descriptive stats without numpy/001 Project overview and goals_en.vtt 2.24KB
  212. 21 - Project 11 Descriptive stats without numpy/002 Mean and median.mp4 50.81MB
  213. 21 - Project 11 Descriptive stats without numpy/002 Mean and median_en.vtt 12.53KB
  214. 21 - Project 11 Descriptive stats without numpy/003 Frequencies table.mp4 101.70MB
  215. 21 - Project 11 Descriptive stats without numpy/003 Frequencies table_en.vtt 21.36KB
  216. 21 - Project 11 Descriptive stats without numpy/004 Mode.mp4 50.09MB
  217. 21 - Project 11 Descriptive stats without numpy/004 Mode_en.vtt 10.96KB
  218. 21 - Project 11 Descriptive stats without numpy/005 Standard deviation.mp4 43.64MB
  219. 21 - Project 11 Descriptive stats without numpy/005 Standard deviation_en.vtt 10.09KB
  220. 21 - Project 11 Descriptive stats without numpy/006 Bonus Create a csv report file.mp4 82.62MB
  221. 21 - Project 11 Descriptive stats without numpy/006 Bonus Create a csv report file_en.vtt 12.86KB
  222. 22 - Project 12 Clustering PCA, t-SNE, and k-means/001 Project overview and goals.mp4 24.17MB
  223. 22 - Project 12 Clustering PCA, t-SNE, and k-means/001 Project overview and goals_en.vtt 3.51KB
  224. 22 - Project 12 Clustering PCA, t-SNE, and k-means/002 Import and normalize the cloud data.mp4 129.10MB
  225. 22 - Project 12 Clustering PCA, t-SNE, and k-means/002 Import and normalize the cloud data_en.vtt 21.96KB
  226. 22 - Project 12 Clustering PCA, t-SNE, and k-means/003 Compute and inspect covariance matrices.mp4 109.16MB
  227. 22 - Project 12 Clustering PCA, t-SNE, and k-means/003 Compute and inspect covariance matrices_en.vtt 17.93KB
  228. 22 - Project 12 Clustering PCA, t-SNE, and k-means/004 Determine the number of components using PCA.mp4 53.88MB
  229. 22 - Project 12 Clustering PCA, t-SNE, and k-means/004 Determine the number of components using PCA_en.vtt 12.26KB
  230. 22 - Project 12 Clustering PCA, t-SNE, and k-means/005 Cluster the data using t-SNE and k-means.mp4 113.46MB
  231. 22 - Project 12 Clustering PCA, t-SNE, and k-means/005 Cluster the data using t-SNE and k-means_en.vtt 17.43KB
  232. 22 - Project 12 Clustering PCA, t-SNE, and k-means/006 Bonus Make a 2D likelihood density plot.mp4 132.45MB
  233. 22 - Project 12 Clustering PCA, t-SNE, and k-means/006 Bonus Make a 2D likelihood density plot_en.vtt 20.16KB
  234. 23 - Project 13 Index your Python code/001 Project overview and goals.mp4 9.64MB
  235. 23 - Project 13 Index your Python code/001 Project overview and goals_en.vtt 1.72KB
  236. 23 - Project 13 Index your Python code/002 Import multiple ipynb files.mp4 55.20MB
  237. 23 - Project 13 Index your Python code/002 Import multiple ipynb files_en.vtt 10.83KB
  238. 23 - Project 13 Index your Python code/003 Identify function calls.mp4 118.15MB
  239. 23 - Project 13 Index your Python code/003 Identify function calls_en.vtt 22.64KB
  240. 23 - Project 13 Index your Python code/004 Create an alphabetized function index.mp4 152.46MB
  241. 23 - Project 13 Index your Python code/004 Create an alphabetized function index_en.vtt 29.12KB
  242. 23 - Project 13 Index your Python code/005 Alphabetize the function list.mp4 15.22MB
  243. 23 - Project 13 Index your Python code/005 Alphabetize the function list_en.vtt 2.30KB
  244. 23 - Project 13 Index your Python code/006 Create an alphabetized file list.mp4 52.76MB
  245. 23 - Project 13 Index your Python code/006 Create an alphabetized file list_en.vtt 9.53KB
  246. 23 - Project 13 Index your Python code/007 Bonus Which file has the most points.mp4 88.04MB
  247. 23 - Project 13 Index your Python code/007 Bonus Which file has the most points_en.vtt 18.30KB
  248. 24 - Project 14 Local minimum via gradient descent/001 Project overview and goals.mp4 44.23MB
  249. 24 - Project 14 Local minimum via gradient descent/001 Project overview and goals_en.vtt 7.80KB
  250. 24 - Project 14 Local minimum via gradient descent/002 The function and its derivative.mp4 34.69MB
  251. 24 - Project 14 Local minimum via gradient descent/002 The function and its derivative_en.vtt 9.48KB
  252. 24 - Project 14 Local minimum via gradient descent/003 Gradient descent.mp4 95.75MB
  253. 24 - Project 14 Local minimum via gradient descent/003 Gradient descent_en.vtt 20.78KB
  254. 24 - Project 14 Local minimum via gradient descent/004 Repeat in 2D.mp4 153.23MB
  255. 24 - Project 14 Local minimum via gradient descent/004 Repeat in 2D_en.vtt 29.88KB
  256. 24 - Project 14 Local minimum via gradient descent/005 Bonus Visualize in 3D.mp4 49.95MB
  257. 24 - Project 14 Local minimum via gradient descent/005 Bonus Visualize in 3D_en.vtt 9.96KB
  258. 25 - Project 15 Data curve fitting/001 Project overview and goals.mp4 10.60MB
  259. 25 - Project 15 Data curve fitting/001 Project overview and goals_en.vtt 2.25KB
  260. 25 - Project 15 Data curve fitting/002 Fit a Gaussian.mp4 100.95MB
  261. 25 - Project 15 Data curve fitting/002 Fit a Gaussian_en.vtt 18.49KB
  262. 25 - Project 15 Data curve fitting/003 Fit an exponential decay.mp4 49.67MB
  263. 25 - Project 15 Data curve fitting/003 Fit an exponential decay_en.vtt 11.11KB
  264. 25 - Project 15 Data curve fitting/004 Use a user-defined function (sigmoid).mp4 59.60MB
  265. 25 - Project 15 Data curve fitting/004 Use a user-defined function (sigmoid)_en.vtt 13.15KB
  266. 25 - Project 15 Data curve fitting/005 Conjunctive model fitting.mp4 41.08MB
  267. 25 - Project 15 Data curve fitting/005 Conjunctive model fitting_en.vtt 8.96KB
  268. 25 - Project 15 Data curve fitting/006 Multivariate model-fitting.mp4 90.77MB
  269. 25 - Project 15 Data curve fitting/006 Multivariate model-fitting_en.vtt 18.20KB
  270. 25 - Project 15 Data curve fitting/007 Bonus The eye of Sauron!.mp4 54.49MB
  271. 25 - Project 15 Data curve fitting/007 Bonus The eye of Sauron!_en.vtt 10.46KB
  272. 25 - Project 15 Data curve fitting/[Tutorialsplanet.NET].url 128B
  273. 26 - Project 16 Time-frequency analysis of EEG/001 Project overview and goals.mp4 45.39MB
  274. 26 - Project 16 Time-frequency analysis of EEG/001 Project overview and goals_en.vtt 7.03KB
  275. 26 - Project 16 Time-frequency analysis of EEG/002 Real-valued Morlet wavelets.mp4 77.21MB
  276. 26 - Project 16 Time-frequency analysis of EEG/002 Real-valued Morlet wavelets_en.vtt 16.76KB
  277. 26 - Project 16 Time-frequency analysis of EEG/003 Complex-valued Morlet wavelets.mp4 56.63MB
  278. 26 - Project 16 Time-frequency analysis of EEG/003 Complex-valued Morlet wavelets_en.vtt 10.80KB
  279. 26 - Project 16 Time-frequency analysis of EEG/004 Create a wavelet family.mp4 113.66MB
  280. 26 - Project 16 Time-frequency analysis of EEG/004 Create a wavelet family_en.vtt 18.94KB
  281. 26 - Project 16 Time-frequency analysis of EEG/005 Import and visualize the data.mp4 64.00MB
  282. 26 - Project 16 Time-frequency analysis of EEG/005 Import and visualize the data_en.vtt 12.90KB
  283. 26 - Project 16 Time-frequency analysis of EEG/006 Wavelet convolution.mp4 109.37MB
  284. 26 - Project 16 Time-frequency analysis of EEG/006 Wavelet convolution_en.vtt 19.53KB
  285. 26 - Project 16 Time-frequency analysis of EEG/007 Create a time-frequency map.mp4 45.77MB
  286. 26 - Project 16 Time-frequency analysis of EEG/007 Create a time-frequency map_en.vtt 8.47KB
  287. 26 - Project 16 Time-frequency analysis of EEG/008 Bonus Phase map with cyclic colormap.mp4 62.99MB
  288. 26 - Project 16 Time-frequency analysis of EEG/008 Bonus Phase map with cyclic colormap_en.vtt 6.78KB
  289. 27 - Project 17 Interpolation and extrapolation/001 Project overview and goals.mp4 12.35MB
  290. 27 - Project 17 Interpolation and extrapolation/001 Project overview and goals_en.vtt 4.02KB
  291. 27 - Project 17 Interpolation and extrapolation/002 Downupsample a time series.mp4 84.15MB
  292. 27 - Project 17 Interpolation and extrapolation/002 Downupsample a time series_en.vtt 16.88KB
  293. 27 - Project 17 Interpolation and extrapolation/003 1D interpolation.mp4 93.13MB
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  295. 27 - Project 17 Interpolation and extrapolation/004 1D extrapolation.mp4 67.26MB
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  297. 27 - Project 17 Interpolation and extrapolation/005 Resampling revisited.mp4 42.51MB
  298. 27 - Project 17 Interpolation and extrapolation/005 Resampling revisited_en.vtt 8.31KB
  299. 27 - Project 17 Interpolation and extrapolation/006 Fix corrupted image with interpolation.mp4 183.88MB
  300. 27 - Project 17 Interpolation and extrapolation/006 Fix corrupted image with interpolation_en.vtt 29.88KB
  301. 27 - Project 17 Interpolation and extrapolation/007 Bonus Draw a Necker cube.mp4 68.59MB
  302. 27 - Project 17 Interpolation and extrapolation/007 Bonus Draw a Necker cube_en.vtt 15.95KB
  303. 28 - Project 18 Simulate a brain circuit/001 Project overview and goals.mp4 76.16MB
  304. 28 - Project 18 Simulate a brain circuit/001 Project overview and goals_en.vtt 14.81KB
  305. 28 - Project 18 Simulate a brain circuit/002 Simulate one brain cell.mp4 79.23MB
  306. 28 - Project 18 Simulate a brain circuit/002 Simulate one brain cell_en.vtt 18.39KB
  307. 28 - Project 18 Simulate a brain circuit/003 Create a circuit of 1000 neurons.mp4 110.31MB
  308. 28 - Project 18 Simulate a brain circuit/003 Create a circuit of 1000 neurons_en.vtt 20.31KB
  309. 28 - Project 18 Simulate a brain circuit/004 Simulate the neural circuit.mp4 175.58MB
  310. 28 - Project 18 Simulate a brain circuit/004 Simulate the neural circuit_en.vtt 27.56KB
  311. 28 - Project 18 Simulate a brain circuit/005 Visualize population activity.mp4 99.93MB
  312. 28 - Project 18 Simulate a brain circuit/005 Visualize population activity_en.vtt 14.23KB
  313. 28 - Project 18 Simulate a brain circuit/006 Run some experiments!.mp4 148.40MB
  314. 28 - Project 18 Simulate a brain circuit/006 Run some experiments!_en.vtt 20.38KB
  315. 28 - Project 18 Simulate a brain circuit/007 Bonus Separate excitation and inhibition.mp4 102.16MB
  316. 28 - Project 18 Simulate a brain circuit/007 Bonus Separate excitation and inhibition_en.vtt 12.90KB
  317. 29 - Project 19 Animate data/001 Project overview and goals.mp4 16.86MB
  318. 29 - Project 19 Animate data/001 Project overview and goals_en.vtt 2.82KB
  319. 29 - Project 19 Animate data/002 Wavey wavelets in plotly, part 1.mp4 127.45MB
  320. 29 - Project 19 Animate data/002 Wavey wavelets in plotly, part 1_en.vtt 26.63KB
  321. 29 - Project 19 Animate data/003 Wavey wavelets in plotly, part 2.mp4 74.51MB
  322. 29 - Project 19 Animate data/003 Wavey wavelets in plotly, part 2_en.vtt 12.28KB
  323. 29 - Project 19 Animate data/004 Wavey wavelets in matplotlib.mp4 105.36MB
  324. 29 - Project 19 Animate data/004 Wavey wavelets in matplotlib_en.vtt 15.44KB
  325. 29 - Project 19 Animate data/005 Mobius transform in matplotlib.mp4 136.34MB
  326. 29 - Project 19 Animate data/005 Mobius transform in matplotlib_en.vtt 25.96KB
  327. 29 - Project 19 Animate data/006 Bonus the wandering primes.mp4 149.43MB
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  329. 30 - Project 20 Cryptocurrency investing/001 Project overview and goals.mp4 86.40MB
  330. 30 - Project 20 Cryptocurrency investing/001 Project overview and goals_en.vtt 17.28KB
  331. 30 - Project 20 Cryptocurrency investing/002 Import and average data from one coin.mp4 126.03MB
  332. 30 - Project 20 Cryptocurrency investing/002 Import and average data from one coin_en.vtt 23.79KB
  333. 30 - Project 20 Cryptocurrency investing/003 Create a dataframe of selected coins.mp4 129.82MB
  334. 30 - Project 20 Cryptocurrency investing/003 Create a dataframe of selected coins_en.vtt 26.29KB
  335. 30 - Project 20 Cryptocurrency investing/004 Data dimensionality via PCA.mp4 133.30MB
  336. 30 - Project 20 Cryptocurrency investing/004 Data dimensionality via PCA_en.vtt 28.40KB
  337. 30 - Project 20 Cryptocurrency investing/005 Simulating DCA investments (instructions).mp4 63.06MB
  338. 30 - Project 20 Cryptocurrency investing/005 Simulating DCA investments (instructions)_en.vtt 15.52KB
  339. 30 - Project 20 Cryptocurrency investing/006 Simulating DCA investments (code).mp4 178.68MB
  340. 30 - Project 20 Cryptocurrency investing/006 Simulating DCA investments (code)_en.vtt 31.61KB
  341. 30 - Project 20 Cryptocurrency investing/007 Bonus Which coin should you have bought.mp4 137.04MB
  342. 30 - Project 20 Cryptocurrency investing/007 Bonus Which coin should you have bought_en.vtt 27.65KB
  343. 31 - Bonus/001 Bonus.html 3.64KB
  344. 31 - Bonus/[Tutorialsplanet.NET].url 128B
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