FreeCourseSite com Udemy - Full stack web development and AI with Python Django

1. 1. Introduction/1. Welcome.mp427.56MB
2. 1. Introduction/2. How to optimise your learning.mp493.3MB
3. 1. Introduction/3. Your first website!.mp46.95MB
4. 10. Beginner's Data science - load, clean, visualise and analyse big data/1. What is to come - DS, ML, DL, AI.mp470.13MB
5. 10. Beginner's Data science - load, clean, visualise and analyse big data/10. Variable types.mp424.89MB
6. 10. Beginner's Data science - load, clean, visualise and analyse big data/11. The 4 Cs of data cleaning.mp416.59MB
7. 10. Beginner's Data science - load, clean, visualise and analyse big data/12. Correcting.mp428.36MB
8. 10. Beginner's Data science - load, clean, visualise and analyse big data/13. Completing.mp420.61MB
9. 10. Beginner's Data science - load, clean, visualise and analyse big data/14. Creating.mp464.19MB
10. 10. Beginner's Data science - load, clean, visualise and analyse big data/15. Converting.mp421.66MB
11. 10. Beginner's Data science - load, clean, visualise and analyse big data/16. Titanic data set - data science recap.mp45.32MB
12. 10. Beginner's Data science - load, clean, visualise and analyse big data/18. Up next - Machine learning.mp410.34MB
13. 10. Beginner's Data science - load, clean, visualise and analyse big data/2. In this section Data science.mp410.36MB
14. 10. Beginner's Data science - load, clean, visualise and analyse big data/3. Introduction to data science.mp433.43MB
15. 10. Beginner's Data science - load, clean, visualise and analyse big data/4. Getting set up for data science.mp429.66MB
16. 10. Beginner's Data science - load, clean, visualise and analyse big data/5. Accessing our first data set.mp431.95MB
17. 10. Beginner's Data science - load, clean, visualise and analyse big data/6. Loading our data - Pandas.mp419.65MB
18. 10. Beginner's Data science - load, clean, visualise and analyse big data/7. Basic exploration of the Dataframe.mp439.72MB
19. 10. Beginner's Data science - load, clean, visualise and analyse big data/8. Accessing columns.mp415.34MB
20. 10. Beginner's Data science - load, clean, visualise and analyse big data/9. Basic visualisation - crosstab, countplot, factorplot.mp433.8MB
21. 11. Machine learning - training algorithms on big data/1. In this section Machine learning.mp418.88MB
22. 11. Machine learning - training algorithms on big data/10. Line of best fit.mp428.92MB
23. 11. Machine learning - training algorithms on big data/11. Cost and loss - Mean Squared Error.mp448.24MB
24. 11. Machine learning - training algorithms on big data/12. Practical - Line of best fit and MSE.mp42.33MB
25. 11. Machine learning - training algorithms on big data/13. Solution - Line of best fit and MSE.mp410.52MB
26. 11. Machine learning - training algorithms on big data/14. Logistic regression.mp421.81MB
27. 11. Machine learning - training algorithms on big data/15. Overfitting - Train and Test.mp427.41MB
28. 11. Machine learning - training algorithms on big data/16. Code - Train and test.mp441.32MB
29. 11. Machine learning - training algorithms on big data/17. Google colab - free GPUs.mp414.52MB
30. 11. Machine learning - training algorithms on big data/18. Decision trees and random forests.mp446.56MB
31. 11. Machine learning - training algorithms on big data/19. Titanic - quick data science recap.mp469.88MB
32. 11. Machine learning - training algorithms on big data/2. Introduction to Machine Learning.mp430.31MB
33. 11. Machine learning - training algorithms on big data/20. Titanic - Machine learning model.mp443.36MB
34. 11. Machine learning - training algorithms on big data/21. Titanic - Making our predictions to kaggle.mp437.79MB
35. 11. Machine learning - training algorithms on big data/23. Up next - Django integrations, ML and web.mp418.47MB
36. 11. Machine learning - training algorithms on big data/3. Creating a graph.mp42.72MB
37. 11. Machine learning - training algorithms on big data/4. Plotting graphs - matplotlib.mp426.68MB
38. 11. Machine learning - training algorithms on big data/5. Practical - Creating graphs from data.mp42.72MB
39. 11. Machine learning - training algorithms on big data/6. Creating graphs from data - solutions.mp447.4MB
40. 11. Machine learning - training algorithms on big data/7. Linear regression - y = wx + b.mp491.97MB
41. 11. Machine learning - training algorithms on big data/8. Practical - y = wx + b.mp43.49MB
42. 11. Machine learning - training algorithms on big data/9. Solutions - y = wx + b.mp438.37MB
43. 12. Django - Machine learning integration and AWS hosting/1. In this section Machine learning integration.mp418.88MB
44. 12. Django - Machine learning integration and AWS hosting/10. Transferring files onto AWS - Git.mp457.73MB
45. 12. Django - Machine learning integration and AWS hosting/11. Your website online .. Runserver!.mp4121.16MB
46. 12. Django - Machine learning integration and AWS hosting/12. Gunicorn.mp449.66MB
47. 12. Django - Machine learning integration and AWS hosting/13. Nginx.mp451.71MB
48. 12. Django - Machine learning integration and AWS hosting/14. Public URL.mp439.91MB
49. 12. Django - Machine learning integration and AWS hosting/15. Git - updating files between local and our instance.mp424.25MB
50. 12. Django - Machine learning integration and AWS hosting/16. Styling our website.mp490.69MB
51. 12. Django - Machine learning integration and AWS hosting/17. Congratulations!.mp428.71MB
52. 12. Django - Machine learning integration and AWS hosting/19. Up next - Deep learning.mp49.52MB
53. 12. Django - Machine learning integration and AWS hosting/2. Integration and go live process.mp416.66MB
54. 12. Django - Machine learning integration and AWS hosting/3. Django refresher - getting a basic site up.mp430.14MB
55. 12. Django - Machine learning integration and AWS hosting/4. Django refresher - input output.mp445.74MB
56. 12. Django - Machine learning integration and AWS hosting/5. Django refresher - using separate python script.mp420.31MB
57. 12. Django - Machine learning integration and AWS hosting/6. Integrating the machine learning model.mp460.56MB
58. 12. Django - Machine learning integration and AWS hosting/7. AWS - EC2.mp450.71MB
59. 12. Django - Machine learning integration and AWS hosting/8. Linux - SSH.mp457.83MB
60. 12. Django - Machine learning integration and AWS hosting/9. Using ML models between machines.mp464.03MB
61. 13. Deep learning - neural nets for powerful applications/1. In this section Deep learning.mp422.6MB
62. 13. Deep learning - neural nets for powerful applications/10. Hyperparameters.mp466.38MB
63. 13. Deep learning - neural nets for powerful applications/11. Setting up for deep learning.mp432.33MB
64. 13. Deep learning - neural nets for powerful applications/12. Practical - applying neural net to titanic.mp4125.19MB
65. 13. Deep learning - neural nets for powerful applications/13. Practical - Optimizing our titanic neural network.mp453.57MB
66. 13. Deep learning - neural nets for powerful applications/14. Practical - New predictions and saving our model.mp459.95MB
67. 13. Deep learning - neural nets for powerful applications/15. Data shapes.mp444.27MB
68. 13. Deep learning - neural nets for powerful applications/16. Practical - Handwritten digits.mp4114.59MB
69. 13. Deep learning - neural nets for powerful applications/18. Up next - Convolutional Neural Networks.mp49.54MB
70. 13. Deep learning - neural nets for powerful applications/2. Introduction to Deep Learning.mp420.66MB
71. 13. Deep learning - neural nets for powerful applications/3. Real world applications of deep learning.mp453.29MB
72. 13. Deep learning - neural nets for powerful applications/4. Recap - linearlogistic regression, cost and loss.mp456.27MB
73. 13. Deep learning - neural nets for powerful applications/5. Scaling linear regression to neural nets.mp432.67MB
74. 13. Deep learning - neural nets for powerful applications/6. Multiple inputs.mp426.72MB
75. 13. Deep learning - neural nets for powerful applications/7. Hidden layers.mp425.71MB
76. 13. Deep learning - neural nets for powerful applications/8. One full pass - Forward and back propagation.mp466.35MB
77. 13. Deep learning - neural nets for powerful applications/9. Bias and variance.mp465.23MB
78. 14. Convolutional Neural Networks/1. In this section CNNs.mp430.71MB
79. 14. Convolutional Neural Networks/10. Running predictions.mp439.05MB
80. 14. Convolutional Neural Networks/11. Running predictions on new images.mp417.32MB
81. 14. Convolutional Neural Networks/12. Practical - multi-class image classifier.mp462.93MB
82. 14. Convolutional Neural Networks/14. Startapp - transitioning from startproject.mp429.81MB
83. 14. Convolutional Neural Networks/2. What are CNNs.mp436.89MB
84. 14. Convolutional Neural Networks/3. Filters.mp482.03MB
85. 14. Convolutional Neural Networks/4. Pooling.mp419.35MB
86. 14. Convolutional Neural Networks/5. One full forward pass.mp421.1MB
87. 14. Convolutional Neural Networks/6. Practical - Image classifier - Preparing data.mp4116.8MB
88. 14. Convolutional Neural Networks/7. Practical - Image classifier - Model architecture.mp445.23MB
89. 14. Convolutional Neural Networks/8. Practical - Image classifier - Prepare to run.mp450.87MB
90. 14. Convolutional Neural Networks/9. Practical - Image classifier - Improving accuracy.mp462.71MB
91. 15. Databases using Django/1. Basic working page using startapp.mp412.3MB
92. 15. Databases using Django/10. Bonus Dynamic URL routing.mp438.46MB
93. 15. Databases using Django/11. Bonus Dynamic links.mp419.37MB
94. 15. Databases using Django/12. Practical - Online dictionary.mp43.73MB
95. 15. Databases using Django/13. Online dictionary - structuring our solution.mp412.3MB
96. 15. Databases using Django/14. Online dictionary - solutions.mp4117.43MB
97. 15. Databases using Django/2. Setting up your database (models.py).mp438.4MB
98. 15. Databases using Django/3. Database from cmdterminal.mp435.12MB
99. 15. Databases using Django/4. Database from admin.py.mp416.97MB
100. 15. Databases using Django/5. Views.py - connecting html to database.mp417.95MB
101. 15. Databases using Django/6. Forms.py and POST- user adding to database.mp456.68MB
102. 15. Databases using Django/7. User deleting from a database.mp430.64MB
103. 15. Databases using Django/8. Table - database output.mp416.3MB
104. 15. Databases using Django/9. Optional bootstrap styling.mp441.78MB
105. 16. Django - User authentication/1. In this section Django - user authentication.mp42.45MB
106. 16. Django - User authentication/2. Setting up our project and app.mp423.7MB
107. 16. Django - User authentication/3. Nav bar - Bootstrap.mp426.34MB
108. 17. Generative Adversarial Networks - creative neural networks/1. base.html.mp426.11MB
109. 17. Generative Adversarial Networks - creative neural networks/2. Include nav bar.mp47.93MB
110. 17. Generative Adversarial Networks - creative neural networks/3. Registration page.mp432.81MB
111. 17. Generative Adversarial Networks - creative neural networks/4. Login logout pages.mp424.25MB
112. 17. Generative Adversarial Networks - creative neural networks/5. Login required pages.mp47.7MB
113. 17. Generative Adversarial Networks - creative neural networks/6. Improving our navbar.mp421.46MB
114. 17. Generative Adversarial Networks - creative neural networks/7. Displaying username.mp41.74MB
115. 17. Generative Adversarial Networks - creative neural networks/8. Practical - Access to 'the mainframe'.mp45.11MB
116. 17. Generative Adversarial Networks - creative neural networks/9. Solutions.mp4135.05MB
117. 18. Conclusions/1. Congratulations!.mp417.71MB
118. 18. Conclusions/2. Summary - what you have learned.mp446.7MB
119. 18. Conclusions/3. Where to go from here and keeping momentum.mp445.43MB
120. 18. Conclusions/4. Best wishes.mp417.64MB
121. 19. BONUS Desktop GUIs - using Tkinter/1. Introduction to Tkinter.mp410.2MB
122. 19. BONUS Desktop GUIs - using Tkinter/10. Practical - Counter app.mp44.56MB
123. 19. BONUS Desktop GUIs - using Tkinter/11. Solutions.mp434.52MB
124. 19. BONUS Desktop GUIs - using Tkinter/12. Entry and get() getting input from user.mp428.79MB
125. 19. BONUS Desktop GUIs - using Tkinter/13. Recap creating modules and importing them.mp436.19MB
126. 19. BONUS Desktop GUIs - using Tkinter/14. Training a machine learning model through our GUI.mp4103.23MB
127. 19. BONUS Desktop GUIs - using Tkinter/2. Creating a basic window.mp45.6MB
128. 19. BONUS Desktop GUIs - using Tkinter/3. Label - adding text.mp47.27MB
129. 19. BONUS Desktop GUIs - using Tkinter/4. Default window size.mp47.13MB
130. 19. BONUS Desktop GUIs - using Tkinter/5. Button - adding buttons.mp410.79MB
131. 19. BONUS Desktop GUIs - using Tkinter/6. command adding functions to buttons.mp411.32MB
132. 19. BONUS Desktop GUIs - using Tkinter/7. .config changing content and styles from a button click.mp410.4MB
133. 19. BONUS Desktop GUIs - using Tkinter/8. Styling widgets.mp421.14MB
134. 19. BONUS Desktop GUIs - using Tkinter/9. Using buttons to style widgets.mp420.41MB
135. 2. HTML - the building block of all websites/1. In this section HTML.mp410.97MB
136. 2. HTML - the building block of all websites/10. Practical - Tutorial site for beginners.mp43.3MB
137. 2. HTML - the building block of all websites/11. Solutions.mp421.7MB
138. 2. HTML - the building block of all websites/12. Links and URLs.mp421.06MB
139. 2. HTML - the building block of all websites/13. Images.mp434.84MB
140. 2. HTML - the building block of all websites/14. Lists.mp415.63MB
141. 2. HTML - the building block of all websites/15. Tables.mp418.47MB
142. 2. HTML - the building block of all websites/16. Practical Website for a Zoo.mp418.33MB
143. 2. HTML - the building block of all websites/17. Solutions.mp492.59MB
144. 2. HTML - the building block of all websites/18. Solutions part 2.mp433.99MB
145. 2. HTML - the building block of all websites/19. Line breaks.mp45.41MB
146. 2. HTML - the building block of all websites/2. Introduction to HTML.mp412.31MB
147. 2. HTML - the building block of all websites/20. Forms.mp428.81MB
148. 2. HTML - the building block of all websites/21. Practical - Update your Portfolio website.mp49.21MB
149. 2. HTML - the building block of all websites/22. Solutions.mp474.14MB
150. 2. HTML - the building block of all websites/23. Solutions part 2.mp420.58MB
151. 2. HTML - the building block of all websites/24. Adding comments.mp46.28MB
152. 2. HTML - the building block of all websites/25. Developer console.mp417.48MB
153. 2. HTML - the building block of all websites/26. iFrames.mp413.38MB
154. 2. HTML - the building block of all websites/27. HTML5 - Semantics.mp416.4MB
155. 2. HTML - the building block of all websites/28. Defined code - Div and span.mp46.72MB
156. 2. HTML - the building block of all websites/29. Getting your site live on the internet.mp453.78MB
157. 2. HTML - the building block of all websites/3. Getting set up.mp416.92MB
158. 2. HTML - the building block of all websites/30. How to find the that you need.mp427.13MB
159. 2. HTML - the building block of all websites/32. In the next section - CSS.mp49.95MB
160. 2. HTML - the building block of all websites/4. Your first website in more detail.mp417.64MB
161. 2. HTML - the building block of all websites/5. Paragraphs and Headers.mp415.17MB
162. 2. HTML - the building block of all websites/6. Formatting text - bold, italic.mp426.24MB
163. 2. HTML - the building block of all websites/7. Introduction to practicals - the importance of step by step.mp411.5MB
164. 2. HTML - the building block of all websites/8. Practical - Portfolio website.mp43.6MB
165. 2. HTML - the building block of all websites/9. Solutions.mp430.34MB
166. 3. CSS - universal styling of websites/1. In this section CSS.mp411.3MB
167. 3. CSS - universal styling of websites/10. Solutions.mp439.23MB
168. 3. CSS - universal styling of websites/11. Practical - Portfolio page styled.mp46.77MB
169. 3. CSS - universal styling of websites/12. Solutions.mp457.2MB
170. 3. CSS - universal styling of websites/13. IDs and classes.mp466.53MB
171. 3. CSS - universal styling of websites/14. Divs and spans revisited.mp452.99MB
172. 3. CSS - universal styling of websites/15. Position.mp450.34MB
173. 3. CSS - universal styling of websites/16. Practical - Movie poster, coming soon.mp43.18MB
174. 3. CSS - universal styling of websites/17. Solutions.mp474.49MB
175. 3. CSS - universal styling of websites/18. Float.mp420.39MB
176. 3. CSS - universal styling of websites/19. Height and width.mp43.96MB
177. 3. CSS - universal styling of websites/2. CSS - What is it and why is it so useful.mp48.56MB
178. 3. CSS - universal styling of websites/20. Practical - Colour boxes.mp41.11MB
179. 3. CSS - universal styling of websites/21. Solutions.mp416.89MB
180. 3. CSS - universal styling of websites/22. Margins and padding.mp48.72MB
181. 3. CSS - universal styling of websites/23. Practical - Art gallery.mp49.6MB
182. 3. CSS - universal styling of websites/24. Solutions.mp4120.81MB
183. 3. CSS - universal styling of websites/25. Decorating links a.mp421.36MB
184. 3. CSS - universal styling of websites/26. Practical - Creating navigation bars.mp42.41MB
185. 3. CSS - universal styling of websites/27. Solutions.mp432.55MB
186. 3. CSS - universal styling of websites/28. Tables.mp417MB
187. 3. CSS - universal styling of websites/29. Child, parent.mp414.88MB
188. 3. CSS - universal styling of websites/3. Integrating CSS - best practise.mp425.11MB
189. 3. CSS - universal styling of websites/30. Display.mp432.37MB
190. 3. CSS - universal styling of websites/31. Practical - Art gallery ++.mp48.35MB
191. 3. CSS - universal styling of websites/32. Art gallery ++ solutions.mp487.52MB
192. 3. CSS - universal styling of websites/33. Keep up the good work!.mp47.28MB
193. 3. CSS - universal styling of websites/35. Up next - Bootstrap.mp411.32MB
194. 3. CSS - universal styling of websites/4. Colours - text, backgrounds, borders.mp428.99MB
195. 3. CSS - universal styling of websites/5. Practical - Beginners styling.mp45.85MB
196. 3. CSS - universal styling of websites/6. Solutions.mp448.71MB
197. 3. CSS - universal styling of websites/7. Picking colours.mp432.52MB
198. 3. CSS - universal styling of websites/8. Text styling.mp422.49MB
199. 3. CSS - universal styling of websites/9. Practical - Startup product page.mp44.47MB
200. 4. Bootstrap - styling, made quick and easy/1. In this section Bootstrap.mp49.69MB
201. 4. Bootstrap - styling, made quick and easy/11. In the next section - JavaScript.mp46.98MB
202. 4. Bootstrap - styling, made quick and easy/2. Adding Bootstrap to your site.mp419.7MB
203. 4. Bootstrap - styling, made quick and easy/3. Using Bootstrap - jumbotrons, buttons, nav bars and more.mp457.98MB
204. 4. Bootstrap - styling, made quick and easy/4. Customising bootstrap classes.mp423.83MB
205. 4. Bootstrap - styling, made quick and easy/5. Practical - Lets have some fun!.mp44.19MB
206. 4. Bootstrap - styling, made quick and easy/6. Solutions.mp441.72MB
207. 4. Bootstrap - styling, made quick and easy/7. Grid.mp435.24MB
208. 4. Bootstrap - styling, made quick and easy/8. Practical - Creating a product page.mp416.82MB
209. 4. Bootstrap - styling, made quick and easy/9. Solutions.mp4178.11MB
210. 5. JavaScript - making your websites interactive/1. In this section JS.mp421.4MB
211. 5. JavaScript - making your websites interactive/10. Practical - Colour changer.mp41.06MB
212. 5. JavaScript - making your websites interactive/11. Solutions.mp434.12MB
213. 5. JavaScript - making your websites interactive/12. Variables + Functions.mp428.53MB
214. 5. JavaScript - making your websites interactive/13. Data types - strings, numbers, arrays.mp440.56MB
215. 5. JavaScript - making your websites interactive/14. Developer console - Error handling.mp416.46MB
216. 5. JavaScript - making your websites interactive/15. Strings and Numbers.mp411.4MB
217. 5. JavaScript - making your websites interactive/16. Operators.mp430.05MB
218. 5. JavaScript - making your websites interactive/17. Comparisons.mp416.89MB
219. 5. JavaScript - making your websites interactive/18. Logical operators.mp412.92MB
220. 5. JavaScript - making your websites interactive/19. User interaction with variables.mp429.71MB
221. 5. JavaScript - making your websites interactive/2. Introduction to JavaScript.mp417.23MB
222. 5. JavaScript - making your websites interactive/20. Practical - Counter.mp41.66MB
223. 5. JavaScript - making your websites interactive/21. Solutions.mp425.25MB
224. 5. JavaScript - making your websites interactive/22. Arrays.mp48.41MB
225. 5. JavaScript - making your websites interactive/23. Arrays in more detail.mp437.38MB
226. 5. JavaScript - making your websites interactive/24. Practical - Counter with background color.mp42.64MB
227. 5. JavaScript - making your websites interactive/25. Solutions.mp435.41MB
228. 5. JavaScript - making your websites interactive/26. Objects.mp432.89MB
229. 5. JavaScript - making your websites interactive/27. If else.mp441.72MB
230. 5. JavaScript - making your websites interactive/28. Else if.mp424.34MB
231. 5. JavaScript - making your websites interactive/29. Practical - Welcome message.mp410.4MB
232. 5. JavaScript - making your websites interactive/3. Adding JavaScript to your HTML.mp48.52MB
233. 5. JavaScript - making your websites interactive/30. Solutions.mp480.25MB
234. 5. JavaScript - making your websites interactive/31. Getting values from HTML forms into JS.mp441.31MB
235. 5. JavaScript - making your websites interactive/32. Using forms for a basic calculator.mp427.36MB
236. 5. JavaScript - making your websites interactive/33. Practical - Beginners Bank.mp44.87MB
237. 5. JavaScript - making your websites interactive/34. Solutions.mp464.86MB
238. 5. JavaScript - making your websites interactive/35. For loops.mp423.51MB
239. 5. JavaScript - making your websites interactive/36. Practical - Car dealership.mp44.07MB
240. 5. JavaScript - making your websites interactive/37. Solutions.mp420.21MB
241. 5. JavaScript - making your websites interactive/38. While loops.mp413.45MB
242. 5. JavaScript - making your websites interactive/39. Comments.mp47.43MB
243. 5. JavaScript - making your websites interactive/4. Functions - On click.mp425.5MB
244. 5. JavaScript - making your websites interactive/40. Practical - Tip calculator.mp45.19MB
245. 5. JavaScript - making your websites interactive/41. Solutions.mp485.71MB
246. 5. JavaScript - making your websites interactive/42. Functions - return.mp47.44MB
247. 5. JavaScript - making your websites interactive/43. Practical - Reaction time.mp45.98MB
248. 5. JavaScript - making your websites interactive/44. Solutions part 1.mp477.27MB
249. 5. JavaScript - making your websites interactive/45. Solutions part 2.mp4102.23MB
250. 5. JavaScript - making your websites interactive/46. Basics of jQuery (optional).mp414.73MB
251. 5. JavaScript - making your websites interactive/47. .css and .html.mp417.64MB
252. 5. JavaScript - making your websites interactive/48. Event handlers.mp423.64MB
253. 5. JavaScript - making your websites interactive/49. Animate.mp431.82MB
254. 5. JavaScript - making your websites interactive/5. Practical - Date time generator.mp42.13MB
255. 5. JavaScript - making your websites interactive/51. In the next section - Python.mp48.76MB
256. 5. JavaScript - making your websites interactive/6. Solutions.mp413.83MB
257. 5. JavaScript - making your websites interactive/7. innerHTML.mp423.5MB
258. 5. JavaScript - making your websites interactive/8. Style - JavaScript changing CSS.mp435.73MB
259. 5. JavaScript - making your websites interactive/9. Other events - onmouseover.mp457.43MB
260. 6. Python - coding for more than just websites/1. In this section Python.mp413.05MB
261. 6. Python - coding for more than just websites/10. .format.mp46.49MB
262. 6. Python - coding for more than just websites/11. Practical - Basic calculator.mp42.2MB
263. 6. Python - coding for more than just websites/12. Solutions.mp436.61MB
264. 6. Python - coding for more than just websites/13. Practical - Weight converter.mp41.16MB
265. 6. Python - coding for more than just websites/14. Solutions.mp425.04MB
266. 6. Python - coding for more than just websites/15. Using comments.mp44.12MB
267. 6. Python - coding for more than just websites/16. Importing modules and using methods.mp434.23MB
268. 6. Python - coding for more than just websites/17. Investigating errors.mp430.86MB
269. 6. Python - coding for more than just websites/18. Practical - Dice rolling simulator.mp42.03MB
270. 6. Python - coding for more than just websites/19. Solutions.mp422.67MB
271. 6. Python - coding for more than just websites/2. Introduction to Python.mp415.13MB
272. 6. Python - coding for more than just websites/20. If else elif.mp426.13MB
273. 6. Python - coding for more than just websites/21. Practical - Number guessing challenge.mp42.34MB
274. 6. Python - coding for more than just websites/22. Solutions.mp444.21MB
275. 6. Python - coding for more than just websites/23. Lists.mp44.09MB
276. 6. Python - coding for more than just websites/24. Practical - Twister spinner.mp48.51MB
277. 6. Python - coding for more than just websites/25. Solutions.mp429.7MB
278. 6. Python - coding for more than just websites/26. A few list methods.mp417.62MB
279. 6. Python - coding for more than just websites/27. List indexes.mp414.27MB
280. 6. Python - coding for more than just websites/28. List slicing.mp421.64MB
281. 6. Python - coding for more than just websites/29. Practical - list within a list, within a list.mp46.95MB
282. 6. Python - coding for more than just websites/3. Setting up python, pip and jupyter notebook.mp436.43MB
283. 6. Python - coding for more than just websites/30. Solutions.mp441.04MB
284. 6. Python - coding for more than just websites/31. For loops.mp431.13MB
285. 6. Python - coding for more than just websites/32. Continue, break.mp419.05MB
286. 6. Python - coding for more than just websites/33. List comprehension.mp441.54MB
287. 6. Python - coding for more than just websites/34. Tuples and sets.mp415.18MB
288. 6. Python - coding for more than just websites/35. Dictionaries.mp420.98MB
289. 6. Python - coding for more than just websites/36. Practical - Currency converter.mp43.22MB
290. 6. Python - coding for more than just websites/37. Solutions.mp484.23MB
291. 6. Python - coding for more than just websites/38. While loops.mp46.2MB
292. 6. Python - coding for more than just websites/39. While loops in games.mp424.05MB
293. 6. Python - coding for more than just websites/4. Using jupyter notebook.mp411.8MB
294. 6. Python - coding for more than just websites/40. Practical - Number guessing revisited.mp47.65MB
295. 6. Python - coding for more than just websites/41. Solutions.mp426.29MB
296. 6. Python - coding for more than just websites/42. Practical - Five lives.mp42.56MB
297. 6. Python - coding for more than just websites/43. Practical - Five lives solutions.mp444.07MB
298. 6. Python - coding for more than just websites/44. Functions.mp425.4MB
299. 6. Python - coding for more than just websites/45. Function parameters.mp460.29MB
300. 6. Python - coding for more than just websites/46. Recursive functions.mp415.54MB
301. 6. Python - coding for more than just websites/47. Practical - Tic tac toe.mp46.72MB
302. 6. Python - coding for more than just websites/48. Solutions #1.mp473.96MB
303. 6. Python - coding for more than just websites/49. Solutions #2.mp4115.99MB
304. 6. Python - coding for more than just websites/5. Print and input.mp411.25MB
305. 6. Python - coding for more than just websites/50. Solutions #3.mp487.28MB
306. 6. Python - coding for more than just websites/51. Requests library.mp4107.07MB
307. 6. Python - coding for more than just websites/52. Practical - Real time currency conversion.mp44.27MB
308. 6. Python - coding for more than just websites/53. Solutions.mp474.5MB
309. 6. Python - coding for more than just websites/54. Practical - Live bitcoin values.mp46.16MB
310. 6. Python - coding for more than just websites/55. Solutions.mp4126.8MB
311. 6. Python - coding for more than just websites/56. Reading and writing files.mp419.13MB
312. 6. Python - coding for more than just websites/57. Creating your own modules to import.mp423.07MB
313. 6. Python - coding for more than just websites/58. Object oriented programming (OOP).mp421.08MB
314. 6. Python - coding for more than just websites/59. Creating a class.mp49.7MB
315. 6. Python - coding for more than just websites/6. Practical - Welcome program.mp43.49MB
316. 6. Python - coding for more than just websites/60. methods in a class.mp427MB
317. 6. Python - coding for more than just websites/61. __init__.mp442.5MB
318. 6. Python - coding for more than just websites/62. Objects - using attributes in a method.mp420.98MB
319. 6. Python - coding for more than just websites/63. Changing variables in a class object.mp439.3MB
320. 6. Python - coding for more than just websites/64. Practical - PayFriend, your own online bank.mp42.21MB
321. 6. Python - coding for more than just websites/65. Solutions.mp438.58MB
322. 6. Python - coding for more than just websites/66. Practical - Adventure journey.mp416.41MB
323. 6. Python - coding for more than just websites/67. Solutions.mp4253.44MB
324. 6. Python - coding for more than just websites/68. Solutions part 2.mp4157.91MB
325. 6. Python - coding for more than just websites/69. Functional programming.mp411.75MB
326. 6. Python - coding for more than just websites/7. Solutions.mp415.42MB
327. 6. Python - coding for more than just websites/70. Lambda.mp411.27MB
328. 6. Python - coding for more than just websites/71. Map.mp436.99MB
329. 6. Python - coding for more than just websites/72. Filter.mp417.38MB
330. 6. Python - coding for more than just websites/73. Generators.mp415.73MB
331. 6. Python - coding for more than just websites/75. Up next - Linux.mp412.22MB
332. 6. Python - coding for more than just websites/8. Common data types.mp431.18MB
333. 6. Python - coding for more than just websites/9. Operators and comparisons.mp415.11MB
334. 7. Linux - navigating your computer system/1. In this section - Linux.mp415.16MB
335. 7. Linux - navigating your computer system/10. Vim - writing and editing scripts in Linux.mp422.94MB
336. 7. Linux - navigating your computer system/11. Run a python script.mp412.2MB
337. 7. Linux - navigating your computer system/12. To keep in mind - SSH.mp47.66MB
338. 7. Linux - navigating your computer system/13. Practical - Quick challenge.mp47.47MB
339. 7. Linux - navigating your computer system/14. Quick challenge solutions.mp433.47MB
340. 7. Linux - navigating your computer system/2. Introduction to Linux.mp413.39MB
341. 7. Linux - navigating your computer system/3. Getting set up.mp45.86MB
342. 7. Linux - navigating your computer system/4. Navigating - pwd, ls, cd.mp442.07MB
343. 7. Linux - navigating your computer system/5. Make directory - mkdir.mp435.47MB
344. 7. Linux - navigating your computer system/6. Move file - mv.mp431.35MB
345. 7. Linux - navigating your computer system/7. Delete - rm.mp427.8MB
346. 7. Linux - navigating your computer system/8. Copy file - cp.mp49.05MB
347. 7. Linux - navigating your computer system/9. Tail.mp44.03MB
348. 8. Django - python web framework for machine learning and AI/1. In this section - Django.mp419.9MB
349. 8. Django - python web framework for machine learning and AI/10. Multi-page site.mp436.88MB
350. 8. Django - python web framework for machine learning and AI/11. Static files - CSS, JS, images.mp457.42MB
351. 8. Django - python web framework for machine learning and AI/12. Forms - Input output.mp450.73MB
352. 8. Django - python web framework for machine learning and AI/13. Custom python scripts - import.mp417.8MB
353. 8. Django - python web framework for machine learning and AI/14. What you have learned with Django so far.mp412.68MB
354. 8. Django - python web framework for machine learning and AI/16. Up next - Git.mp48.04MB
355. 8. Django - python web framework for machine learning and AI/2. Introduction to Django.mp412.66MB
356. 8. Django - python web framework for machine learning and AI/3. Setting up Django, virtualenv and Atom.mp426.57MB
357. 8. Django - python web framework for machine learning and AI/4. Creating your first project.mp422.6MB
358. 8. Django - python web framework for machine learning and AI/5. Model View Controller.mp413.89MB
359. 8. Django - python web framework for machine learning and AI/6. URLs, Views.mp433.7MB
360. 8. Django - python web framework for machine learning and AI/7. Templates, Settings.mp427.53MB
361. 8. Django - python web framework for machine learning and AI/8. Practical - Your first Django website.mp4824.88KB
362. 8. Django - python web framework for machine learning and AI/9. Your first Django website solutions.mp433.2MB
363. 9. Git - industry standard tool for version control/1. In this section Git.mp417.46MB
364. 9. Git - industry standard tool for version control/11. Up next - Data science.mp411.41MB
365. 9. Git - industry standard tool for version control/2. Introduction to Git.mp414.89MB
366. 9. Git - industry standard tool for version control/3. Setting up Git.mp46.05MB
367. 9. Git - industry standard tool for version control/4. Setting up Github.mp48.51MB
368. 9. Git - industry standard tool for version control/5. Init.mp43.17MB
369. 9. Git - industry standard tool for version control/6. Add, Push, Commit.mp455.8MB
370. 9. Git - industry standard tool for version control/7. Pull.mp433.73MB
371. 9. Git - industry standard tool for version control/8. Practical - uploading one of your websites.mp41.64MB
372. 9. Git - industry standard tool for version control/9. Uploading one of your websites - solutions.mp425.05MB