[06-2020] complete-machine-learning-and-data-science-zero-to-mastery


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File Size:   28.56 GB
Creat Time:   2025-01-04
Active Degree:   10
Last Active:   2025-07-02
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Tags:    06-2020 complete-machine-learning-and-data-science-zero-to-mastery
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File List

  1. 16 Career Advice + Extra Bits/261 CWD_ Git + Github.mp4 363.28 MB
  2. 05 Data Science Environment Setup/038 Windows Environment Setup 2.mp4 349.11 MB
  3. 09 Scikit-learn_ Creating Machine Learning Models/101 Typical scikit-learn Workflow.mp4 337.47 MB
  4. 09 Scikit-learn_ Creating Machine Learning Models/102 Optional_ Debugging Warnings In Jupyter.mp4 323.08 MB
  5. 16 Career Advice + Extra Bits/255 What If I Don't Have Enough Experience_.mp4 312.95 MB
  6. 09 Scikit-learn_ Creating Machine Learning Models/135 Tuning Hyperparameters.mp4 311.45 MB
  7. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/232 Training Your Deep Neural Network.mp4 298.59 MB
  8. 09 Scikit-learn_ Creating Machine Learning Models/142 Putting It All Together.mp4 284.69 MB
  9. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/234 Make And Transform Predictions.mp4 280.43 MB
  10. 12 Milestone Project 2_ Supervised Learning (Time Series Data)/175 Turning Data Into Numbers.mp4 267.05 MB
  11. 09 Scikit-learn_ Creating Machine Learning Models/110 Choosing The Right Model For Your Data.mp4 262.61 MB
  12. 05 Data Science Environment Setup/035 Mac Environment Setup.mp4 262.59 MB
  13. 12 Milestone Project 2_ Supervised Learning (Time Series Data)/185 Preproccessing Our Data.mp4 259.74 MB
  14. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/237 Visualizing And Evaluate Model Predictions 2.mp4 255.21 MB
  15. 12 Milestone Project 2_ Supervised Learning (Time Series Data)/187 Feature Importance.mp4 255.03 MB
  16. 12 Milestone Project 2_ Supervised Learning (Time Series Data)/172 Exploring Our Data.mp4 252.86 MB
  17. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/240 Training Model On Full Dataset.mp4 252.63 MB
  18. 11 Milestone Project 1_ Supervised Learning (Classification)/154 Finding Patterns 3.mp4 250.11 MB
  19. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/215 Preparing The Images.mp4 244.72 MB
  20. 09 Scikit-learn_ Creating Machine Learning Models/109 Getting Your Data Ready_ Handling Missing Values With Scikit-learn.mp4 242.58 MB
  21. 09 Scikit-learn_ Creating Machine Learning Models/105 Getting Your Data Ready_ Convert Data To Numbers.mp4 238.13 MB
  22. 08 Matplotlib_ Plotting and Data Visualization/092 Customizing Your Plots 2.mp4 235.99 MB
  23. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/235 Transform Predictions To Text.mp4 229.91 MB
  24. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/239 Saving And Loading A Trained Model.mp4 227.76 MB
  25. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/221 Turning Data Into Batches 2.mp4 227.04 MB
  26. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/225 Building A Deep Learning Model.mp4 224.85 MB
  27. 11 Milestone Project 1_ Supervised Learning (Classification)/165 Finding The Most Important Features.mp4 223.72 MB
  28. 05 Data Science Environment Setup/036 Mac Environment Setup 2.mp4 223.67 MB
  29. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/222 Visualizing Our Data.mp4 222.98 MB
  30. 08 Matplotlib_ Plotting and Data Visualization/090 Plotting from Pandas DataFrames 7.mp4 220.71 MB
  31. 09 Scikit-learn_ Creating Machine Learning Models/114 Choosing The Right Model For Your Data 3 (Classification).mp4 217.07 MB
  32. 16 Career Advice + Extra Bits/264 Contributing To Open Source 2.mp4 213.88 MB
  33. 09 Scikit-learn_ Creating Machine Learning Models/143 Putting It All Together 2.mp4 212.77 MB
  34. 09 Scikit-learn_ Creating Machine Learning Models/137 Tuning Hyperparameters 3.mp4 212.64 MB
  35. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/209 Importing TensorFlow 2.mp4 211.23 MB
  36. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/243 Making Predictions On Our Images.mp4 210.76 MB
  37. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/241 Making Predictions On Test Images.mp4 209.84 MB
  38. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/238 Visualizing And Evaluate Model Predictions 3.mp4 209.42 MB
  39. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/214 Loading Our Data Labels.mp4 206.77 MB
  40. 16 Career Advice + Extra Bits/262 CWD_ Git + Github 2.mp4 205.55 MB
  41. 09 Scikit-learn_ Creating Machine Learning Models/136 Tuning Hyperparameters 2.mp4 203.74 MB
  42. 16 Career Advice + Extra Bits/263 Contributing To Open Source.mp4 199.76 MB
  43. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/227 Building A Deep Learning Model 3.mp4 197.98 MB
  44. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/216 Turning Data Labels Into Numbers.mp4 196.28 MB
  45. 11 Milestone Project 1_ Supervised Learning (Classification)/159 Tuning Hyperparameters.mp4 194.48 MB
  46. 11 Milestone Project 1_ Supervised Learning (Classification)/149 Step 1~4 Framework Setup.mp4 191.55 MB
  47. 12 Milestone Project 2_ Supervised Learning (Time Series Data)/176 Filling Missing Numerical Values.mp4 191.18 MB
  48. 14 Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/219 Preprocess Images 2.mp4 191.03 MB
  49. 11 Milestone Project 1_ Supervised Learning (Classification)/160 Tuning Hyperparameters 2.mp4 188.71 MB
  50. 09 Scikit-learn_ Creating Machine Learning Models/106 Getting Your Data Ready_ Handling Missing Values With Pandas.mp4 187.61 MB

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