| 1. Course Overview, Installs, and Setup | |||
| 1. Auto-Welcome Message.html | 1.03 KB | ||
| 2. Course Overview.mp4 | 26.16 MB | ||
| 2. Course Overview.srt | 7.49 KB | ||
| 3. Course Setup and Installation.mp4 | 152.41 MB | ||
| 3. Course Setup and Installation.srt | 34.57 KB | ||
| 3.1 FINAL_TF2_FILES.zip | 99.27 MB | ||
| 3.2 requirements.txt | 138 B | ||
| 4. FAQ - Frequently Asked Questions.html | 5.34 KB | ||
| 4.1 FINAL_TF2_FILES.zip | 99.27 MB | ||
| 10. Natural Language Processing | |||
| 1. Introduction to NLP Section.mp4 | 35.12 MB | ||
| 1. Introduction to NLP Section.srt | 8.82 KB | ||
| 2. NLP - Part One - The Data.mp4 | 22.3 MB | ||
| 2. NLP - Part One - The Data.srt | 6.85 KB | ||
| 3. NLP - Part Two - Text Processing.mp4 | 22.88 MB | ||
| 3. NLP - Part Two - Text Processing.srt | 5.9 KB | ||
| 4. NLP - Part Three - Creating Batches.mp4 | 81.69 MB | ||
| 4. NLP - Part Three - Creating Batches.srt | 17.93 KB | ||
| 5. NLP - Part Four - Creating the Model.mp4 | 64.32 MB | ||
| 5. NLP - Part Four - Creating the Model.srt | 14.3 KB | ||
| 6. NLP - Part Five - Training the Model.mp4 | 65.26 MB | ||
| 6. NLP - Part Five - Training the Model.srt | 13.8 KB | ||
| 7. NLP - Part Six - Generating Text.mp4 | 52.31 MB | ||
| 7. NLP - Part Six - Generating Text.srt | 11.65 KB | ||
| Download Paid Udemy Courses For Free.url | 116 B | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 11. AutoEncoders | |||
| 1. Introduction to Autoencoders.mp4 | 20.89 MB | ||
| 1. Introduction to Autoencoders.srt | 5 KB | ||
| 2. Autoencoder Basics.mp4 | 42.64 MB | ||
| 2. Autoencoder Basics.srt | 11.36 KB | ||
| 3. Autoencoder for Dimensionality Reduction.mp4 | 117.48 MB | ||
| 3. Autoencoder for Dimensionality Reduction.srt | 28.02 KB | ||
| 4. Autoencoder for Images - Part One.mp4 | 94.09 MB | ||
| 4. Autoencoder for Images - Part One.srt | 23.48 KB | ||
| 5. Autoencoder for Images - Part Two - Noise Removal.mp4 | 60.51 MB | ||
| 5. Autoencoder for Images - Part Two - Noise Removal.srt | 11.35 KB | ||
| 6. Autoencoder Exercise Overview.mp4 | 33.92 MB | ||
| 6. Autoencoder Exercise Overview.srt | 5.15 KB | ||
| 7. Autoencoder Exercise - Solutions.mp4 | 77.76 MB | ||
| 7. Autoencoder Exercise - Solutions.srt | 13.94 KB | ||
| 12. Generative Adversarial Networks | |||
| 1. GANs Overview.mp4 | 53.86 MB | ||
| 1. GANs Overview.srt | 11.75 KB | ||
| 2. Creating a GAN - Part One- The Data.mp4 | 19.13 MB | ||
| 2. Creating a GAN - Part One- The Data.srt | 6.5 KB | ||
| 3. Creating a GAN - Part Two - The Model.mp4 | 69.81 MB | ||
| 3. Creating a GAN - Part Two - The Model.srt | 17.3 KB | ||
| 4. Creating a GAN - Part Three - Model Training.mp4 | 131.59 MB | ||
| 4. Creating a GAN - Part Three - Model Training.srt | 34.19 KB | ||
| 5. DCGAN - Deep Convolutional Generative Adversarial Networks.mp4 | 57.18 MB | ||
| 5. DCGAN - Deep Convolutional Generative Adversarial Networks.srt | 9.58 KB | ||
| 13. Deployment | |||
| 1. Introduction to Deployment.mp4 | 23.43 MB | ||
| 1. Introduction to Deployment.srt | 5.41 KB | ||
| 2. Creating the Model.mp4 | 87.08 MB | ||
| 2. Creating the Model.srt | 22.15 KB | ||
| 3. Model Prediction Function.mp4 | 53.03 MB | ||
| 3. Model Prediction Function.srt | 12.43 KB | ||
| 4. Running a Basic Flask Application.mp4 | 62.02 MB | ||
| 4. Running a Basic Flask Application.srt | 15.16 KB | ||
| 5. Flask Postman API.mp4 | 69.11 MB | ||
| 5. Flask Postman API.srt | 14.96 KB | ||
| 6. Flask API - Using Requests Programmatically.mp4 | 19.9 MB | ||
| 6. Flask API - Using Requests Programmatically.srt | 5.66 KB | ||
| 7. Flask Front End.mp4 | 149.6 MB | ||
| 7. Flask Front End.srt | 26.31 KB | ||
| 8. Live Deployment to the Web.mp4 | 126.54 MB | ||
| 8. Live Deployment to the Web.srt | 24.35 KB | ||
| 2. COURSE OVERVIEW CONFIRMATION | |||
| 1. PLEASE WATCH COURSE OVERVIEW LECTURE.html | 165 B | ||
| 3. NumPy Crash Course | |||
| 1. Introduction to NumPy.mp4 | 11.39 MB | ||
| 1. Introduction to NumPy.srt | 3.49 KB | ||
| 2. NumPy Arrays.mp4 | 88.58 MB | ||
| 2. NumPy Arrays.srt | 27.4 KB | ||
| 3. Numpy Index Selection.mp4 | 46.38 MB | ||
| 3. Numpy Index Selection.srt | 15.06 KB | ||
| 4. NumPy Operations.mp4 | 48.6 MB | ||
| 4. NumPy Operations.srt | 11.65 KB | ||
| 5. NumPy Exercises.mp4 | 11.52 MB | ||
| 5. NumPy Exercises.srt | 2.13 KB | ||
| 6. Numpy Exercises - Solutions.mp4 | 48.59 MB | ||
| 6. Numpy Exercises - Solutions.srt | 10.66 KB | ||
| 4. Pandas Crash Course | |||
| 1. Introduction to Pandas.mp4 | 25.5 MB | ||
| 1. Introduction to Pandas.srt | 6.13 KB | ||
| 10. Pandas Exercises - Solutions.mp4 | 51.47 MB | ||
| 10. Pandas Exercises - Solutions.srt | 10 KB | ||
| 2. Pandas Series.mp4 | 37.88 MB | ||
| 2. Pandas Series.srt | 12.49 KB | ||
| 3. Pandas DataFrames - Part One.mp4 | 45.17 MB | ||
| 3. Pandas DataFrames - Part One.srt | 17.3 KB | ||
| 4. Pandas DataFrames - Part Two.mp4 | 37.01 MB | ||
| 4. Pandas DataFrames - Part Two.srt | 13.6 KB | ||
| 5. Pandas Missing Data.mp4 | 44.06 MB | ||
| 5. Pandas Missing Data.srt | 15.04 KB | ||
| 6. GroupBy Operations.mp4 | 56.37 MB | ||
| 6. GroupBy Operations.srt | 13.98 KB | ||
| 7. Pandas Operations.mp4 | 61.21 MB | ||
| 7. Pandas Operations.srt | 18.66 KB | ||
| 8. Data Input and Output.mp4 | 93.49 MB | ||
| 8. Data Input and Output.srt | 16.94 KB | ||
| 9. Pandas Exercises.mp4 | 23.48 MB | ||
| 9. Pandas Exercises.srt | 4.32 KB | ||
| Download Paid Udemy Courses For Free.url | 116 B | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 5. Visualization Crash Course | |||
| 1. Introduction to Python Visualization.mp4 | 6.82 MB | ||
| 1. Introduction to Python Visualization.srt | 1.96 KB | ||
| 2. Matplotlib Basics.mp4 | 41.03 MB | ||
| 2. Matplotlib Basics.srt | 13.4 KB | ||
| 3. Seaborn Basics.mp4 | 91.85 MB | ||
| 3. Seaborn Basics.srt | 24.39 KB | ||
| 4. Data Visualization Exercises.mp4 | 22.82 MB | ||
| 4. Data Visualization Exercises.srt | 5.08 KB | ||
| 5. Data Visualization Exercises - Solutions.mp4 | 50.46 MB | ||
| 5. Data Visualization Exercises - Solutions.srt | 10.78 KB | ||
| 6. Machine Learning Concepts Overview | |||
| 1. What is Machine Learning.mp4 | 28.2 MB | ||
| 1. What is Machine Learning.srt | 8.13 KB | ||
| 2. Supervised Learning Overview.mp4 | 40.03 MB | ||
| 2. Supervised Learning Overview.srt | 12.25 KB | ||
| 3. Overfitting.mp4 | 26.32 MB | ||
| 3. Overfitting.srt | 11.81 KB | ||
| 4. Evaluating Performance - Classification Error Metrics.mp4 | 82.69 MB | ||
| 4. Evaluating Performance - Classification Error Metrics.srt | 24.71 KB | ||
| 5. Evaluating Performance - Regression Error Metrics.mp4 | 23.7 MB | ||
| 5. Evaluating Performance - Regression Error Metrics.srt | 8.4 KB | ||
| 6. Unsupervised Learning.mp4 | 18.82 MB | ||
| 6. Unsupervised Learning.srt | 7.02 KB | ||
| 7. Basic Artificial Neural Networks - ANNs | |||
| 1. Introduction to ANN Section.mp4 | 9.71 MB | ||
| 1. Introduction to ANN Section.srt | 3.33 KB | ||
| 10. Keras Syntax Basics - Part Two - Creating and Training the Model.mp4 | 84.64 MB | ||
| 10. Keras Syntax Basics - Part Two - Creating and Training the Model.srt | 19.91 KB | ||
| 11. Keras Syntax Basics - Part Three - Model Evaluation.mp4 | 64.96 MB | ||
| 11. Keras Syntax Basics - Part Three - Model Evaluation.srt | 16.73 KB | ||
| 12. Keras Regression Code Along - Exploratory Data Analysis.mp4 | 137.06 MB | ||
| 12. Keras Regression Code Along - Exploratory Data Analysis.srt | 25.83 KB | ||
| 13. Keras Regression Code Along - Exploratory Data Analysis - Continued.mp4 | 76.18 MB | ||
| 13. Keras Regression Code Along - Exploratory Data Analysis - Continued.srt | 18.39 KB | ||
| 14. Keras Regression Code Along - Data Preprocessing and Creating a Model.mp4 | 47.02 MB | ||
| 14. Keras Regression Code Along - Data Preprocessing and Creating a Model.srt | 11.78 KB | ||
| 15. Keras Regression Code Along - Model Evaluation and Predictions.mp4 | 68.92 MB | ||
| 15. Keras Regression Code Along - Model Evaluation and Predictions.srt | 15.86 KB | ||
| 16. Keras Classification Code Along - EDA and Preprocessing.mp4 | 56.15 MB | ||
| 16. Keras Classification Code Along - EDA and Preprocessing.srt | 11.16 KB | ||
| 17. Keras Classification - Dealing with Overfitting and Evaluation.mp4 | 111.26 MB | ||
| 17. Keras Classification - Dealing with Overfitting and Evaluation.srt | 23.92 KB | ||
| 18. TensorFlow 2.0 Keras Project Options Overview.mp4 | 7.86 MB | ||
| 18. TensorFlow 2.0 Keras Project Options Overview.srt | 2.5 KB | ||
| 19. TensorFlow 2.0 Keras Project Notebook Overview.mp4 | 80.56 MB | ||
| 19. TensorFlow 2.0 Keras Project Notebook Overview.srt | 12.38 KB | ||
| 2. Perceptron Model.mp4 | 47.81 MB | ||
| 2. Perceptron Model.srt | 14.59 KB | ||
| 20. Keras Project Solutions - Exploratory Data Analysis.mp4 | 143.63 MB | ||
| 20. Keras Project Solutions - Exploratory Data Analysis.srt | 27.86 KB | ||
| 21. Keras Project Solutions - Dealing with Missing Data.mp4 | 96.78 MB | ||
| 21. Keras Project Solutions - Dealing with Missing Data.srt | 20.41 KB | ||
| 22. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 | 85.4 MB | ||
| 22. Keras Project Solutions - Dealing with Missing Data - Part Two.srt | 17.1 KB | ||
| 23. Keras Project Solutions - Categorical Data.mp4 | 125.03 MB | ||
| 23. Keras Project Solutions - Categorical Data.srt | 24.97 KB | ||
| 24. Keras Project Solutions - Data PreProcessing.mp4 | 23.95 MB | ||
| 24. Keras Project Solutions - Data PreProcessing.srt | 4.99 KB | ||
| 25. Keras Project Solutions - Creating and Training a Model.mp4 | 29.72 MB | ||
| 25. Keras Project Solutions - Creating and Training a Model.srt | 5.89 KB | ||
| 26. Keras Project Solutions - Model Evaluation.mp4 | 63.18 MB | ||
| 26. Keras Project Solutions - Model Evaluation.srt | 13.42 KB | ||
| 27. Tensorboard.mp4 | 144.18 MB | ||
| 27. Tensorboard.srt | 28.72 KB | ||
| 3. Neural Networks.mp4 | 35.79 MB | ||
| 3. Neural Networks.srt | 10.78 KB | ||
| 4. Activation Functions.mp4 | 62.52 MB | ||
| 4. Activation Functions.srt | 16.06 KB | ||
| 5. Multi-Class Classification Considerations.mp4 | 45.89 MB | ||
| 5. Multi-Class Classification Considerations.srt | 15.94 KB | ||
| 6. Cost Functions and Gradient Descent.mp4 | 75.67 MB | ||
| 6. Cost Functions and Gradient Descent.srt | 27.02 KB | ||
| 7. Backpropagation.mp4 | 57.68 MB | ||
| 7. Backpropagation.srt | 20.3 KB | ||
| 7.1 Great walkthrough for BackPropagation!.html | 112 B | ||
| 8. TensorFlow vs. Keras Explained.mp4 | 10.47 MB | ||
| 8. TensorFlow vs. Keras Explained.srt | 2.91 KB | ||
| 9. Keras Syntax Basics - Part One - Preparing the Data.mp4 | 50.5 MB | ||
| 9. Keras Syntax Basics - Part One - Preparing the Data.srt | 14.73 KB | ||
| Download Paid Udemy Courses For Free.url | 116 B | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 8. Convolutional Neural Networks - CNNs | |||
| 1. CNN Section Overview.mp4 | 7.52 MB | ||
| 1. CNN Section Overview.srt | 2.47 KB | ||
| 10. CNN on CIFAR-10 - Part Two - Evaluating the Model.mp4 | 45.34 MB | ||
| 10. CNN on CIFAR-10 - Part Two - Evaluating the Model.srt | 10.48 KB | ||
| 11. Downloading Data Set for Real Image Lectures.mp4 | 28.24 MB | ||
| 11. Downloading Data Set for Real Image Lectures.srt | 8.56 KB | ||
| 11.1 Direct Link to Download cell_images.zip (Note You can't preview a zip file) Just download it..html | 127 B | ||
| 12. CNN on Real Image Files - Part One - Reading in the Data.mp4 | 80.69 MB | ||
| 12. CNN on Real Image Files - Part One - Reading in the Data.srt | 19.88 KB | ||
| 13. CNN on Real Image Files - Part Two - Data Processing.mp4 | 87.93 MB | ||
| 13. CNN on Real Image Files - Part Two - Data Processing.srt | 22.93 KB | ||
| 14. CNN on Real Image Files - Part Three - Creating the Model.mp4 | 90.63 MB | ||
| 14. CNN on Real Image Files - Part Three - Creating the Model.srt | 19.6 KB | ||
| 15. CNN on Real Image Files - Part Four - Evaluating the Model.mp4 | 47.12 MB | ||
| 15. CNN on Real Image Files - Part Four - Evaluating the Model.srt | 11.99 KB | ||
| 16. CNN Exercise Overview.mp4 | 17.88 MB | ||
| 16. CNN Exercise Overview.srt | 3.77 KB | ||
| 17. CNN Exercise Solutions.mp4 | 56.03 MB | ||
| 17. CNN Exercise Solutions.srt | 11.6 KB | ||
| 2. Image Filters and Kernels.mp4 | 72.34 MB | ||
| 2. Image Filters and Kernels.srt | 17.94 KB | ||
| 3. Convolutional Layers.mp4 | 58 MB | ||
| 3. Convolutional Layers.srt | 20.76 KB | ||
| 4. Pooling Layers.mp4 | 27.65 MB | ||
| 4. Pooling Layers.srt | 9.92 KB | ||
| 5. MNIST Data Set Overview.mp4 | 21.11 MB | ||
| 5. MNIST Data Set Overview.srt | 6.94 KB | ||
| 6. CNN on MNIST - Part One - The Data.mp4 | 59.82 MB | ||
| 6. CNN on MNIST - Part One - The Data.srt | 17.66 KB | ||
| 7. CNN on MNIST - Part Two - Creating and Training the Model.mp4 | 98.92 MB | ||
| 7. CNN on MNIST - Part Two - Creating and Training the Model.srt | 23.34 KB | ||
| 8. CNN on MNIST - Part Three - Model Evaluation.mp4 | 38.49 MB | ||
| 8. CNN on MNIST - Part Three - Model Evaluation.srt | 9.53 KB | ||
| 9. CNN on CIFAR-10 - Part One - The Data.mp4 | 64.31 MB | ||
| 9. CNN on CIFAR-10 - Part One - The Data.srt | 16.46 KB | ||
| 9. Recurrent Neural Networks - RNNs | |||
| 1. RNN Section Overview.mp4 | 10.91 MB | ||
| 1. RNN Section Overview.srt | 3.97 KB | ||
| 10. RNN on a Time Series - Part One.mp4 | 45.02 MB | ||
| 10. RNN on a Time Series - Part One.srt | 13.53 KB | ||
| 11. RNN on a Time Series - Part Two.mp4 | 131.02 MB | ||
| 11. RNN on a Time Series - Part Two.srt | 31.4 KB | ||
| 12. RNN Exercise.mp4 | 29.93 MB | ||
| 12. RNN Exercise.srt | 6.75 KB | ||
| 13. RNN Exercise - Solutions.mp4 | 148.09 MB | ||
| 13. RNN Exercise - Solutions.srt | 32.2 KB | ||
| 14. Bonus - Multivariate Time Series - RNN and LSTMs.mp4 | 149.33 MB | ||
| 14. Bonus - Multivariate Time Series - RNN and LSTMs.srt | 25.92 KB | ||
| 2. RNN Basic Theory.mp4 | 29.98 MB | ||
| 2. RNN Basic Theory.srt | 11.4 KB | ||
| 3. Vanishing Gradients.mp4 | 28.13 MB | ||
| 3. Vanishing Gradients.srt | 10.83 KB | ||
| 4. LSTMS and GRU.mp4 | 41.95 MB | ||
| 4. LSTMS and GRU.srt | 16.71 KB | ||
| 4.1 Wikipedia Article Describing LSTM Variants.html | 113 B | ||
| 4.2 How to choose between LSTM vs GRU.html | 140 B | ||
| 4.3 Famous Karpathy Blog Post.html | 116 B | ||
| 4.4 Great Blog Post on Exploring LSTM Neurons.html | 109 B | ||
| 5. RNN Batches.mp4 | 32.72 MB | ||
| 5. RNN Batches.srt | 11.87 KB | ||
| 6. RNN on a Sine Wave - The Data.mp4 | 40.13 MB | ||
| 6. RNN on a Sine Wave - The Data.srt | 12.2 KB | ||
| 7. RNN on a Sine Wave - Batch Generator.mp4 | 50.03 MB | ||
| 7. RNN on a Sine Wave - Batch Generator.srt | 11.26 KB | ||
| 8. RNN on a Sine Wave - Creating the Model.mp4 | 83.8 MB | ||
| 8. RNN on a Sine Wave - Creating the Model.srt | 20.64 KB | ||
| 9. RNN on a Sine Wave - LSTMs and Forecasting.mp4 | 83.49 MB | ||
| 9. RNN on a Sine Wave - LSTMs and Forecasting.srt | 17.94 KB | ||
| Download Paid Udemy Courses For Free.url | 116 B | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| ▲ 252 total files | |||
Complete Tensorflow 2 and Keras Deep Learning Bootcamp
Learn to use Python for Deep Learning with Google's latest Tensorflow 2 library and Keras!
Udemy Link - https://www.udemy.com/course/complete-tensorflow-2-and-keras-deep-learning-bootcamp/
Please Seed As Much As You Can!
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 8.3 GB | tutsnode | 3 years | 8 | 2 | |
| 2.6 GB | CourseClub | 4 years | 0 | 0 | |
| 2.6 GB | freecoursewb | 4 years | 0 | 0 | |
| 1.3 GB | freecoursewb | 4 years | 0 | 0 | |
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Udemy - A Complete Guide on TensorFlow 2.0 using Keras API [Desire Course] Posted by
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