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Udemy - Full stack web development and AI with Python (Django) [FCS]

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Type: Tutorials
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  1. 0. Websites you may like/[CourseClub.ME].url 122 bytes
  2. 0. Websites you may like/[FCS Forum].url 133 bytes
  3. 0. Websites you may like/[FreeCourseSite.com].url 127 bytes
  4. 1. Introduction/1. Welcome.mp4 27.6 MB
  5. 1. Introduction/1. Welcome.srt 2.0 KB
  6. 1. Introduction/2. How to optimise your learning.mp4 93.3 MB
  7. 1. Introduction/2. How to optimise your learning.srt 7.2 KB
  8. 1. Introduction/3. Your first website!.mp4 7.0 MB
  9. 1. Introduction/3. Your first website!.srt 4.0 KB
  10. 10. Beginner's Data science - load, clean, visualise and analyse big data/1. What is to come - DS, ML, DL, AI.mp4 70.1 MB
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  12. 10. Beginner's Data science - load, clean, visualise and analyse big data/10. Variable types.mp4 24.9 MB
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  14. 10. Beginner's Data science - load, clean, visualise and analyse big data/11. The 4 Cs of data cleaning.mp4 16.6 MB
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  16. 10. Beginner's Data science - load, clean, visualise and analyse big data/12. Correcting.mp4 28.4 MB
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  24. 10. Beginner's Data science - load, clean, visualise and analyse big data/15. Converting.mp4 21.7 MB
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  33. 10. Beginner's Data science - load, clean, visualise and analyse big data/2. In this section Data science.mp4 10.4 MB
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  35. 10. Beginner's Data science - load, clean, visualise and analyse big data/3. Introduction to data science.mp4 33.4 MB
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  37. 10. Beginner's Data science - load, clean, visualise and analyse big data/4. Getting set up for data science.mp4 29.7 MB
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  39. 10. Beginner's Data science - load, clean, visualise and analyse big data/5. Accessing our first data set.mp4 32.0 MB
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  50. 10. Beginner's Data science - load, clean, visualise and analyse big data/9. Basic visualisation - crosstab, countplot, factorplot.mp4 33.8 MB
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  53. 11. Machine learning - training algorithms on big data/1. In this section Machine learning.mp4 18.9 MB
  54. 11. Machine learning - training algorithms on big data/1. In this section Machine learning.srt 1.4 KB
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  57. 11. Machine learning - training algorithms on big data/11. Cost and loss - Mean Squared Error.mp4 48.2 MB
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  59. 11. Machine learning - training algorithms on big data/12. Practical - Line of best fit and MSE.mp4 2.3 MB
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  72. 11. Machine learning - training algorithms on big data/18. Decision trees and random forests.mp4 46.6 MB
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  74. 11. Machine learning - training algorithms on big data/19. Titanic - quick data science recap.mp4 69.9 MB
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  76. 11. Machine learning - training algorithms on big data/2. Introduction to Machine Learning.mp4 30.3 MB
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  78. 11. Machine learning - training algorithms on big data/20. Titanic - Machine learning model.mp4 43.4 MB
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  83. 11. Machine learning - training algorithms on big data/22. Machine learning Quiz.html 119 bytes
  84. 11. Machine learning - training algorithms on big data/23. Up next - Django integrations, ML and web.mp4 18.5 MB
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  86. 11. Machine learning - training algorithms on big data/3. Creating a graph.mp4 2.7 MB
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  90. 11. Machine learning - training algorithms on big data/5. Practical - Creating graphs from data.mp4 2.7 MB
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  92. 11. Machine learning - training algorithms on big data/5.1 Practical - Creating graphs from data.zip 783 bytes
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  96. 11. Machine learning - training algorithms on big data/7. Linear regression - y = wx + b.mp4 92.0 MB
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  104. 12. Django - Machine learning integration and AWS hosting/1. In this section Machine learning integration.mp4 18.9 MB
  105. 12. Django - Machine learning integration and AWS hosting/1. In this section Machine learning integration.srt 1.4 KB
  106. 12. Django - Machine learning integration and AWS hosting/1.1 AWS, gunicorn, nginx setup .pdf 97.7 KB
  107. 12. Django - Machine learning integration and AWS hosting/10. Transferring files onto AWS - Git.mp4 57.7 MB
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  109. 12. Django - Machine learning integration and AWS hosting/11. Your website online .. Runserver!.mp4 121.2 MB
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  134. 12. Django - Machine learning integration and AWS hosting/6. Integrating the machine learning model.mp4 60.6 MB
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  142. 13. Deep learning - neural nets for powerful applications/1. In this section Deep learning.mp4 22.6 MB
  143. 13. Deep learning - neural nets for powerful applications/1. In this section Deep learning.srt 1.6 KB
  144. 13. Deep learning - neural nets for powerful applications/10. Hyperparameters.mp4 66.4 MB
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  146. 13. Deep learning - neural nets for powerful applications/11. Setting up for deep learning.mp4 32.3 MB
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  148. 13. Deep learning - neural nets for powerful applications/12. Practical - applying neural net to titanic.mp4 125.2 MB
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  150. 13. Deep learning - neural nets for powerful applications/13. Practical - Optimizing our titanic neural network.mp4 53.6 MB
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  152. 13. Deep learning - neural nets for powerful applications/14. Practical - New predictions and saving our model.mp4 60.0 MB
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  158. 13. Deep learning - neural nets for powerful applications/17. Deep learning Quiz.html 119 bytes
  159. 13. Deep learning - neural nets for powerful applications/18. Up next - Convolutional Neural Networks.mp4 9.5 MB
  160. 13. Deep learning - neural nets for powerful applications/18. Up next - Convolutional Neural Networks.srt 776 bytes
  161. 13. Deep learning - neural nets for powerful applications/2. Introduction to Deep Learning.mp4 20.7 MB
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  163. 13. Deep learning - neural nets for powerful applications/3. Real world applications of deep learning.mp4 53.3 MB
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  165. 13. Deep learning - neural nets for powerful applications/4. Recap - linearlogistic regression, cost and loss.mp4 56.3 MB
  166. 13. Deep learning - neural nets for powerful applications/4. Recap - linearlogistic regression, cost and loss.srt 25.4 KB
  167. 13. Deep learning - neural nets for powerful applications/5. Scaling linear regression to neural nets.mp4 32.7 MB
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  177. 14. Convolutional Neural Networks/1. In this section CNNs.mp4 30.7 MB
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  185. 14. Convolutional Neural Networks/13. CNN Quiz.html 119 bytes
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  190. 14. Convolutional Neural Networks/3. Filters.mp4 82.0 MB
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  192. 14. Convolutional Neural Networks/4. Pooling.mp4 19.3 MB
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  204. 15. Databases using Django/1. Basic working page using startapp.mp4 12.3 MB
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  269. 19. BONUS Desktop GUIs - using Tkinter/1. Introduction to Tkinter.mp4 10.2 MB
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