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ZeroToMastery - Complete A.I. Machine Learning and Data Science Zero to Mastery (4.2025)

File list

  • 9. Scikit-learn Creating Machine Learning Models/17. NEW Choosing The Right Model For Your Data.mp4-164.61 MB
  • 9. Scikit-learn Creating Machine Learning Models/40. NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4-142.25 MB
  • 5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4-139.99 MB
  • 9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4-136.39 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Feature Engineering.mp4-122.46 MB
  • 9. Scikit-learn Creating Machine Learning Models/43. Tuning Hyperparameters.mp4-121.66 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Turning Data Into Numbers.mp4-119.74 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4-117.25 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4-115.31 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/21. Feature Importance.mp4-115.27 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.mp4-114.38 MB
  • 16. Career Advice + Extra Bits/3. What If I Don't Have Enough Experience.mp4-114 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4-105.48 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4-100.37 MB
  • 9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4-100.3 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4-99.04 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4-98.5 MB
  • 9. Scikit-learn Creating Machine Learning Models/50. Putting It All Together.mp4-96.88 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/35. Transform Predictions To Text.mp4-94.52 MB
  • 9. Scikit-learn Creating Machine Learning Models/16. Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4-92.79 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41. Making Predictions On Test Images.mp4-92.08 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/6. Exploring Our Data.mp4-91.64 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/22. Visualizing Our Data.mp4-91.45 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/22. Finding The Most Important Features.mp4-90.86 MB
  • 5. Data Science Environment Setup/5. Mac Environment Setup.mp4-90.11 MB
  • 9. Scikit-learn Creating Machine Learning Models/41. NEW Evaluating A Model With Scikit-learn Functions.mp4-89.96 MB
  • 8. Matplotlib Plotting and Data Visualization/18. Customizing Your Plots 2.mp4-86.39 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/39. Saving And Loading A Trained Model.mp4-85.97 MB
  • 9. Scikit-learn Creating Machine Learning Models/45. Tuning Hyperparameters 3.mp4-85.34 MB
  • 9. Scikit-learn Creating Machine Learning Models/11. Getting Your Data Ready Convert Data To Numbers.mp4-85.32 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/42. Submitting Model to Kaggle.mp4-83.5 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/16. Tuning Hyperparameters 2.mp4-83.35 MB
  • 9. Scikit-learn Creating Machine Learning Models/51. Putting It All Together 2.mp4-82 MB
  • 9. Scikit-learn Creating Machine Learning Models/18. NEW Choosing The Right Model For Your Data 2 (Regression).mp4-80.82 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/15. Preparing The Images.mp4-80.19 MB
  • 9. Scikit-learn Creating Machine Learning Models/34. NEW Evaluating A Classification Model 5 (Confusion Matrix).mp4-80.02 MB
  • 5. Data Science Environment Setup/6. Mac Environment Setup 2.mp4-79.85 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25. Building A Deep Learning Model.mp4-78.97 MB
  • 9. Scikit-learn Creating Machine Learning Models/21. Choosing The Right Model For Your Data 3 (Classification).mp4-78.31 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/9. Importing TensorFlow 2.mp4-78.08 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/10. Filling Missing Numerical Values.mp4-77.9 MB
  • 9. Scikit-learn Creating Machine Learning Models/44. Tuning Hyperparameters 2.mp4-76.84 MB
  • 9. Scikit-learn Creating Machine Learning Models/36. NEW Evaluating A Regression Model 1 (R2 Score).mp4-75.73 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/16. Turning Data Labels Into Numbers.mp4-75.71 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/14. Loading Our Data Labels.mp4-75.55 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/23. Reviewing The Project.mp4-74.63 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/15. Custom Evaluation Function.mp4-74.62 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/26. Building A Deep Learning Model 2.mp4-72.66 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/4. Step 1~4 Framework Setup.mp4-72.13 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/43. Making Predictions On Our Images.mp4-71.13 MB