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TensorFlow Developer Certificate in 2021 Zero to Mastery

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  • TensorFlow Developer Certificate in 2021 Zero to Mastery
  • .pad/0 4 B
  • TutsNode.com.txt 61 B
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/1. Introduction/2. Join Our Online Classroom!.html 2.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/1. Introduction/3. Exercise Meet The Community.html 2.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/1. Introduction/4. All Course Resources + Notebooks.html 2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/1. Introduction/4.1 Zero to Mastery TensorFlow Deep Learning on GitHub.html 114 B
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/10. Manipulating Data.srt 18.6 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/11. Manipulating Data 2.srt 14.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/11.1 pandas-anatomy-of-a-dataframe.png 333.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/5. Series, Data Frames and CSVs.srt 18.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/5.1 pandas-anatomy-of-a-dataframe.png 333.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/8. Selecting and Viewing Data with Pandas.srt 15.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18. Appendix Pandas for Data Analysis/9. Selecting and Viewing Data with Pandas Part 2.srt 19 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19. Appendix NumPy/13. Dot Product vs Element Wise.srt 15.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19. Appendix NumPy/14. Exercise Nut Butter Store Sales.srt 17.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19. Appendix NumPy/19. Optional Extra NumPy resources.html 1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19. Appendix NumPy/5. NumPy DataTypes and Attributes.srt 20 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19. Appendix NumPy/9. Manipulating Arrays.srt 17.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/1.1 All course materials and links!.html 114 B
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/10. Creating your first tensors with TensorFlow and tf.constant().srt 24.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/14. Creating tensors from NumPy arrays.srt 15 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/15. Getting information from your tensors (tensor attributes).srt 17 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/16. Indexing and expanding tensors.srt 17 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/18. Matrix multiplication with tensors part 1.srt 15.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/19. Matrix multiplication with tensors part 2.srt 17.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/3. What are neural networks.srt 14.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/30. TensorFlow Fundamentals challenge, exercises & extra-curriculum.html 1.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/31. Python + Machine Learning Monthly.html 796 B
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/32. LinkedIn Endorsements.html 2.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/2. Deep Learning and TensorFlow Fundamentals/9. Need A Refresher.html 942 B
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/1.1 All course materials and links (notebooks, code, data, slides) on GitHub.html 114 B
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/11. Evaluating a TensorFlow model part 3 (getting a model summary).mp4 192.8 MB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/11. Evaluating a TensorFlow model part 3 (getting a model summary).srt 21.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/17. Setting up TensorFlow modelling experiments part 1 (start with a simple model).srt 17.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/18. Setting up TensorFlow modelling experiments part 2 (increasing complexity).srt 15.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/23. Putting together what we've learned part 1 (preparing a dataset).srt 18.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/24. Putting together what we've learned part 2 (building a regression model).srt 17.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/25. Putting together what we've learned part 3 (improving our regression model).srt 18.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/4. Creating sample regression data (so we can model it).srt 16.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/5. The major steps in modelling with TensorFlow.srt 25.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/3. Neural network regression with TensorFlow/8. Steps in improving a model with TensorFlow part 3.srt 16.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/10. Make our poor classification model work for a regression dataset.srt 16.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/15. Non-linearity part 5 Replicating non-linear activation functions from scratch.srt 18.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/16. Getting great results in less time by tweaking the learning rate.srt 19.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/18. Using callbacks to find a model's ideal learning rate.srt 24.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/23. Making our confusion matrix prettier.srt 18.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/26. Multi-class classification part 3 Building a multi-class classification model.srt 21.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/27. Multi-class classification part 4 Improving performance with normalisation.srt 16.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/29. Multi-class classification part 6 Finding the ideal learning rate.srt 14.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/30. Multi-class classification part 7 Evaluating our model.srt 17 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/33. What patterns is our model learning.srt 20.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/4. Typical architecture of neural network classification models with TensorFlow.srt 14.6 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/7. Building a not very good classification model with TensorFlow.srt 16 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/4. Neural network classification in TensorFlow/9. Creating a function to view our model's not so good predictions.srt 19 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/1. Introduction to Computer Vision with TensorFlow.srt 15 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/12. Breaking our CNN model down part 2 Preparing to load our data.srt 16.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/15. Breaking our CNN model down part 5 Looking inside a Conv2D layer.srt 22.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/17. Breaking our CNN model down part 7 Evaluating our CNN's training curves.srt 17.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/18. Breaking our CNN model down part 8 Reducing overfitting with Max Pooling.srt 19.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/20. Breaking our CNN model down part 10 Visualizing our augmented data.srt 21.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/26. Making a prediction on a custom image with our trained CNN.srt 15.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/27. Multi-class CNN's part 1 Becoming one with the data.srt 22.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/32. Multi-class CNN's part 6 Trying to fix overfitting by removing layers.srt 16.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/33. Multi-class CNN's part 7 Trying to fix overfitting with data augmentation.srt 16.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/5. Becoming One With Data Part 2.srt 16.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/5. Computer Vision and Convolutional Neural Networks in TensorFlow/7. Building an end to end CNN Model.srt 26 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/6. Transfer Learning in TensorFlow Part 1 Feature extraction/1. What is and why use transfer learning.srt 15.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/6. Transfer Learning in TensorFlow Part 1 Feature extraction/10. Comparing Our Model's Results.srt 21.6 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/6. Transfer Learning in TensorFlow Part 1 Feature extraction/2. Downloading and preparing data for our first transfer learning model.srt 18.1 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/6. Transfer Learning in TensorFlow Part 1 Feature extraction/4. Exploring the TensorFlow Hub website for pretrained models.srt 14.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/6. Transfer Learning in TensorFlow Part 1 Feature extraction/5. Building and compiling a TensorFlow Hub feature extraction model.srt 18.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/6. Transfer Learning in TensorFlow Part 1 Feature extraction/9. Different Types of Transfer Learning.srt 15.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/11. Building a data augmentation layer to use inside our model.srt 16.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/13. Building Model 1 (with a data augmentation layer and 1% of training data).srt 22.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/14. Building Model 2 (with a data augmentation layer and 10% of training data).srt 23.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/18. Preparing Model 3 (our first fine-tuned model).mp4 198.2 MB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/18. Preparing Model 3 (our first fine-tuned model).srt 25.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/22. Preparing our final modelling experiment (Model 4).srt 14.9 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/23. Fine-tuning Model 4 on 100% of the training data and evaluating its results.srt 14.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/24. Comparing our modelling experiment results in TensorBoard.srt 15.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/3. Downloading and turning our images into a TensorFlow BatchDataset.srt 22 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/6. Creating our first model with the TensorFlow Keras Functional API.srt 15.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/7. Compiling and fitting our first Functional API model.srt 15.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/7. Transfer Learning in TensorFlow Part 2 Fine tuning/8. Getting a feature vector from our trained model.srt 17.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/11. Making predictions with our trained model on 25,250 test samples.srt 16.2 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/14. Creating a confusion matrix for our model's 101 different classes.srt 17.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/15. Evaluating every individual class in our dataset.srt 19.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/17. Creating a function to load and prepare images for making predictions.srt 15.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/18. Making predictions on our test images and evaluating them.srt 23.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/2. Getting helper functions ready and downloading data to model.srt 17.7 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/20. Writing code to uncover our model's most wrong predictions.srt 17 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/21. Plotting and visualising the samples our model got most wrong.srt 15.5 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/22. Making predictions on and plotting our own custom images.srt 14.6 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/8. Transfer Learning with TensorFlow Part 3 Scaling Up/7. Unfreezing some layers in our base model to prepare for fine-tuning.srt 16.6 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/9. Milestone Project 1 Food Vision Big™/11. Creating a feature extraction model capable of using mixed precision training.srt 17.4 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/9. Milestone Project 1 Food Vision Big™/4. Introduction to TensorFlow Datasets (TFDS).srt 17.6 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/9. Milestone Project 1 Food Vision Big™/5. Exploring and becoming one with the data (Food101 from TensorFlow Datasets).srt 22.3 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/9. Milestone Project 1 Food Vision Big™/6. Creating a preprocessing function to prepare our data for modelling.srt 18.8 KB
  • [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/9. Milestone Project 1 Food Vision Big™/7. Batching and preparing our datasets (to make them run fast).srt 19.2 KB

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