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[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery

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  3. Creat Time：2024-05-25
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  5. Last Active：2024-11-11
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File List:

    [FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery

  1. 10 - NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4 299.28 MB
  2. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/023 Writing a preprocessing function to turn time series data into windows & labels.mp4 261.49 MB
  3. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model.mp4 248.31 MB
  4. 11 - Milestone Project 2 SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4 227.36 MB
  5. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing.mp4 225.56 MB
  6. 10 - NLP Fundamentals in TensorFlow/015 Model 1 Building, fitting and evaluating our first deep model on text data.mp4 215.92 MB
  7. 10 - NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4 208.36 MB
  8. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/019 Preparing Model 3 (our first fine-tuned model).mp4 206.21 MB
  9. 11 - Milestone Project 2 SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.mp4 202.86 MB
  10. 03 - Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 3 (getting a model summary).mp4 201.36 MB
  11. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5 Looking inside a Conv2D layer.mp4 195.04 MB
  12. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/042 Model 7 Testing our N-BEATS block implementation with dummy data inputs.mp4 192.25 MB
  13. 03 - Neural network regression with TensorFlow/006 The major steps in modelling with TensorFlow.mp4 190.76 MB
  14. 11 - Milestone Project 2 SkimLit/021 Model 4 Building a multi-input model (hybrid token + character embeddings).mp4 190.54 MB
  15. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/051 Model 8 Making and evaluating predictions with our ensemble model.mp4 189.75 MB
  16. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/050 Model 8 Building, compiling and fitting an ensemble of models.mp4 187.01 MB
  17. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.mp4 179.75 MB
  18. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/018 Making predictions on our test images and evaluating them.mp4 177.61 MB
  19. 11 - Milestone Project 2 SkimLit/014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings.mp4 174.87 MB
  20. 10 - NLP Fundamentals in TensorFlow/019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN.mp4 174.85 MB
  21. 10 - NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it.mp4 173.89 MB
  22. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/035 Model 5 Building, fitting and evaluating a LSTM (RNN) model on our Bitcoin data.mp4 173.23 MB
  23. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/026 Model 1 Building, compiling and fitting a deep learning model on Bitcoin data.mp4 173.01 MB
  24. 10 - NLP Fundamentals in TensorFlow/020 Model 4 Building, fitting and evaluating a bidirectional RNN model.mp4 172.71 MB
  25. 10 - NLP Fundamentals in TensorFlow/018 Model 2 Building, fitting and evaluating our first TensorFlow RNN model (LSTM).mp4 171.45 MB
  26. 04 - Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions.mp4 167.40 MB
  27. 10 - NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset.mp4 166.78 MB
  28. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/014 Creating a confusion matrix for our model's 101 different classes.mp4 166.52 MB
  29. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/015 Building Model 2 (with a data augmentation layer and 10% of training data).mp4 164.96 MB
  30. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/020 Breaking our CNN model down part 10 Visualizing our augmented data.mp4 164.62 MB
  31. 03 - Neural network regression with TensorFlow/026 Putting together what we've learned part 3 (improving our regression model).mp4 160.70 MB
  32. 04 - Neural network classification in TensorFlow/019 Using callbacks to find a model's ideal learning rate.mp4 160.58 MB
  33. 11 - Milestone Project 2 SkimLit/029 Model 5 Completing the build of a tribrid embedding model for sequences.mp4 160.12 MB
  34. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/014 Building Model 1 (with a data augmentation layer and 1% of training data).mp4 159.80 MB
  35. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/028 Model 2 Building, fitting and evaluating a deep model with a larger window size.mp4 158.84 MB
  36. 10 - NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results.mp4 155.34 MB
  37. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/045 Model 7 Getting ready for residual connections.mp4 154.12 MB
  38. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/008 Downloading and inspecting our Bitcoin historical dataset.mp4 153.88 MB
  39. 11 - Milestone Project 2 SkimLit/001 Introduction to Milestone Project 2 SkimLit.mp4 153.14 MB
  40. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/008 Getting a feature vector from our trained model.mp4 152.94 MB
  41. 04 - Neural network classification in TensorFlow/016 Non-linearity part 5 Replicating non-linear activation functions from scratch.mp4 152.58 MB
  42. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/034 Model 4 Building, fitting and evaluating a Conv1D model on our Bitcoin data.mp4 150.81 MB
  43. 11 - Milestone Project 2 SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data).mp4 150.33 MB
  44. 03 - Neural network regression with TensorFlow/024 Putting together what we've learned part 1 (preparing a dataset).mp4 149.93 MB
  45. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/010 Comparing Our Model's Results.mp4 149.77 MB
  46. 04 - Neural network classification in TensorFlow/027 Multi-class classification part 3 Building a multi-class classification model.mp4 147.65 MB
  47. 13 - Passing the TensorFlow Developer Certificate Exam/005 How to prepare (your computer) for the TensorFlow Developer Certification.mp4 146.22 MB
  48. 11 - Milestone Project 2 SkimLit/024 Model 4 Building, fitting and evaluating a hybrid embedding model.mp4 145.07 MB
  49. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/005 Building and compiling a TensorFlow Hub feature extraction model.mp4 141.49 MB
  50. 04 - Neural network classification in TensorFlow/017 Getting great results in less time by tweaking the learning rate.mp4 141.18 MB
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