TensorFlow Developer Certificate in 2021 Zero to Mastery
File List
| File | Size |
|---|---|
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4 | 283.21 MB |
| TutsNode.com.txt | 63 B |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/319 pandas-anatomy-of-a-dataframe.png | 333.24 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/325 pandas-anatomy-of-a-dataframe.png | 333.24 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.en.srt | 31.05 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.en.srt | 30.95 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/01 Introduction/004 All Course Resources + Notebooks.html | 2.86 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/01 Introduction/external-assets-links.txt | 113 B |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/015 Model 1_ Building, fitting and evaluating our first deep model on text data.en.srt | 29.85 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/020 Model 4_ Building, fitting and evaluating a bidirectional RNN model.en.srt | 28.3 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/020 Breaking our CNN model down part 10_ Visualizing our augmented data.en.srt | 22.45 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/324 car-sales-missing-data.csv | 287 B |
| .pad/0 | 22 B |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4 | 218.07 MB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/021 Discussing the intuition behind Conv1D neural networks for text and sequences.en.srt | 28.08 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/007 Building an end to end CNN Model.en.srt | 27.06 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/006 Writing a preprocessing function to structure our data for modelling.en.srt | 27.05 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/018 Preparing Model 3 (our first fine-tuned model).en.srt | 26.97 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/005 The major steps in modelling with TensorFlow.en.srt | 26.85 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/018 Using callbacks to find a model's ideal learning rate.en.srt | 25.94 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/010 Creating your first tensors with TensorFlow and tf.constant().en.srt | 25.8 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/014 Model 1_ Building, fitting and evaluating a Conv1D with token embeddings.en.srt | 25.65 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/018 Model 2_ Building, fitting and evaluating our first TensorFlow RNN model (LSTM).en.srt | 25.65 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/019 Model 3_ Building, fitting and evaluating a GRU-cell powered RNN.en.srt | 24.87 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/009 Need A Refresher_.html | 1.79 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/018 Making predictions on our test images and evaluating them.en.srt | 24.55 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/014 Building Model 2 (with a data augmentation layer and 10% of training data).en.srt | 24.42 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5_ Looking inside a Conv2D layer.en.srt | 23.74 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/027 Multi-class CNN's part 1_ Becoming one with the data.en.srt | 23.68 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/021 Model 4_ Building a multi-input model (hybrid token + character embeddings).en.srt | 23.53 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/013 Building Model 1 (with a data augmentation layer and 1% of training data).en.srt | 23.38 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/005 Exploring and becoming one with the data (Food101 from TensorFlow Datasets).en.srt | 23.29 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset.en.srt | 23.12 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.en.srt | 23.08 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.en.srt | 22.98 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/001 Introduction to Milestone Project 2_ SkimLit.en.srt | 22.88 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/010 Comparing Our Model's Results.en.srt | 22.44 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 3 (getting a model summary).en.srt | 22.43 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/026 Multi-class classification part 3_ Building a multi-class classification model.en.srt | 22.06 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/033 What _patterns_ is our model learning_.en.srt | 21.67 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/002 Introduction to Natural Language Processing (NLP) and Sequence Problems.en.srt | 21.08 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/005 NumPy DataTypes and Attributes.en.srt | 20.87 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data).en.srt | 20.5 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP).en.srt | 20.25 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/016 Getting great results in less time by tweaking the learning rate.en.srt | 20.18 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/015 Evaluating every individual class in our dataset.en.srt | 20.16 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/018 Breaking our CNN model down part 8_ Reducing overfitting with Max Pooling.en.srt | 20.02 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/007 Batching and preparing our datasets (to make them run fast).en.srt | 19.98 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/011 Creating a text vectoriser to map our tokens (text) to numbers.en.srt | 19.81 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/019 Model 3_ Building, fitting and evaluating a Conv1D model on character embeddings.en.srt | 19.8 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions.en.srt | 19.77 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/009 Selecting and Viewing Data with Pandas Part 2.en.srt | 19.75 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/005 Building and compiling a TensorFlow Hub feature extraction model.en.srt | 19.74 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/008 Turning our target labels into numbers (ML models require numbers).en.srt | 19.64 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/025 Putting together what we've learned part 3 (improving our regression model).en.srt | 19.63 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/006 Creating a preprocessing function to prepare our data for modelling.en.srt | 19.63 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/023 Putting together what we've learned part 1 (preparing a dataset).en.srt | 19.51 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/034 Understanding the concept of the speed_score tradeoff.en.srt | 19.39 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/024 Model 4_ Building, fitting and evaluating a hybrid embedding model.en.srt | 19.35 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/010 Manipulating Data.en.srt | 19.33 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/005 Series, Data Frames and CSVs.en.srt | 19.22 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/015 Non-linearity part 5_ Replicating non-linear activation functions from scratch.en.srt | 19.08 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/023 Making our confusion matrix prettier.en.srt | 19.08 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/029 Model 5_ Completing the build of a tribrid embedding model for sequences.en.srt | 18.94 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/002 Downloading and preparing data for our first transfer learning model.en.srt | 18.85 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/030 TensorFlow Fundamentals challenge, exercises & extra-curriculum.html | 2.86 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/031 Python + Machine Learning Monthly.html | 1.66 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/032 LinkedIn Endorsements.html | 2.93 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/external-assets-links.txt | 94 B |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/003 SkimLit inputs and outputs.en.srt | 18.8 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/024 Putting together what we've learned part 2 (building a regression model).en.srt | 18.76 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/011 Creating an Embedding layer to turn tokenised text into embedding vectors.en.srt | 18.64 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics.en.srt | 18.6 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/002 Getting helper functions ready and downloading data to model.en.srt | 18.47 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/008 Getting a feature vector from our trained model.en.srt | 18.47 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/004 Introduction to TensorFlow Datasets (TFDS).en.srt | 18.35 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/014 Creating a confusion matrix for our model's 101 different classes.en.srt | 18.34 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/014 Exercise_ Nut Butter Store Sales.en.srt | 18.19 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/017 Setting up TensorFlow modelling experiments part 1 (start with a simple model).en.srt | 18.17 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/011 Creating a feature extraction model capable of using mixed precision training.en.srt | 18.12 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 2.en.srt | 18.1 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it.en.srt | 18.01 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/009 Manipulating Arrays.en.srt | 17.91 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/035 Congratulations and your challenge before heading to the next module.en.srt | 17.88 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/005 Visualising examples from the dataset (becoming one with the data).en.srt | 17.84 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/017 Breaking our CNN model down part 7_ Evaluating our CNN's training curves.en.srt | 17.81 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/020 Writing code to uncover our model's most wrong predictions.en.srt | 17.79 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/030 Multi-class classification part 7_ Evaluating our model.en.srt | 17.69 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/015 Getting information from your tensors (tensor attributes).en.srt | 17.69 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/008 Steps in improving a model with TensorFlow part 3.en.srt | 17.53 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/016 Indexing and expanding tensors.en.srt | 17.66 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results.en.srt | 17.37 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/026 Encoding the line number feature to used with Model 5.en.srt | 17.32 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/007 Unfreezing some layers in our base model to prepare for fine-tuning.en.srt | 17.3 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/031 Downloading a pretrained model and preparing data to investigate predictions.en.srt | 17.18 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/012 Breaking our CNN model down part 2_ Preparing to load our data.en.srt | 17.18 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/032 Multi-class CNN's part 6_ Trying to fix overfitting by removing layers.en.srt | 17.13 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/033 Multi-class CNN's part 7_ Trying to fix overfitting with data augmentation.en.srt | 17.04 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/010 Make our poor classification model work for a regression dataset.en.srt | 17.02 KB |
| [TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/011 Making predictions with our trained model on 25,250 test samples.en.srt | 16.93 KB |
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