[DesireCourse Net] Udemy - Tensorflow and Keras For Neural Networks and Deep Learning
File List
| File | Size |
|---|---|
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/1. Introduction to the Course.mp4 | 9.87 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/1. Introduction to the Course.vtt | 3.06 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/10. Written Keras Installation Instructions.html | 1.7 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/2. Data and Scripts For the Course.html | 174 B |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/2.1 Data.zip.zip | 532.36 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/3. Python Data Science Environment.mp4 | 94.25 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/3. Python Data Science Environment.vtt | 10.87 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/4. For Mac Users.mp4 | 50.18 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/4. For Mac Users.vtt | 4.05 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/5. Introduction to IPython.mp4 | 101 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/5. Introduction to IPython.vtt | 18.28 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/6. Install Tensorflow.mp4 | 167.82 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/6. Install Tensorflow.vtt | 14.85 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/7. Written Tensorflow Installation Instructions.html | 167 B |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/8. Install Keras on Windows 10.mp4 | 82.92 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/8. Install Keras on Windows 10.vtt | 4.52 KB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/9. Install Keras on Mac.mp4 | 77.09 MB |
| 1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/9. Install Keras on Mac.vtt | 3.34 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/1. Introduction to CNN.mp4 | 183.49 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/1. Introduction to CNN.vtt | 12.83 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/10. CNN With Keras.mp4 | 37.8 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/10. CNN With Keras.vtt | 3.97 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/10.1 cnn_keras.txt.txt | 1.95 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/11. CNN on Image Data with Keras-Part 1.mp4 | 24.4 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/11. CNN on Image Data with Keras-Part 1.vtt | 2.36 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/12. CNN on Image Data with Keras-Part 2.mp4 | 40.73 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/12. CNN on Image Data with Keras-Part 2.vtt | 4.93 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/12.1 planesnet.json.json | 181.82 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/12.2 cnn_keras-planets.txt.txt | 3.12 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/2. Implement a CNN for Multi-Class Supervised Classification.mp4 | 79.45 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/2. Implement a CNN for Multi-Class Supervised Classification.vtt | 6.68 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/3. Activation Functions.mp4 | 91.28 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/3. Activation Functions.vtt | 6.35 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/4. More on CNN.mp4 | 48.08 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/4. More on CNN.vtt | 4.13 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/5. Pre-Requisite For Working With Imagery Data.mp4 | 20.06 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/5. Pre-Requisite For Working With Imagery Data.vtt | 2.37 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/5.1 Lecture 64_cnn image.txt.txt | 146 B |
| 10. Convolution Neural Network (CNN) For Image Analysis/6. CNN on Image Data-Part 1.mp4 | 108.91 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/6. CNN on Image Data-Part 1.vtt | 9.49 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/6.1 Lecture 65_cnn_cat dog.txt.txt | 3.04 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/7. CNN on Image Data-Part 2.mp4 | 71.1 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/7. CNN on Image Data-Part 2.vtt | 6.16 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/7.1 NIKEAD.zip.zip | 10.17 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/7.2 tflearn_shoes.txt.txt | 4.51 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/8. More on TFLearn.mp4 | 74.39 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/8. More on TFLearn.vtt | 7.9 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/8.1 Lecture 66_cnn_planet.txt.txt | 2.75 KB |
| 10. Convolution Neural Network (CNN) For Image Analysis/9. CNN Workflow for Keras.mp4 | 36.25 MB |
| 10. Convolution Neural Network (CNN) For Image Analysis/9. CNN Workflow for Keras.vtt | 4.33 KB |
| 11. Autoencoders With Convolution Neural Networks (CNN)/1. Autoencoders for With CNN- Tensorflow.mp4 | 66.25 MB |
| 11. Autoencoders With Convolution Neural Networks (CNN)/1. Autoencoders for With CNN- Tensorflow.vtt | 6.32 KB |
| 11. Autoencoders With Convolution Neural Networks (CNN)/2. Autoencoders for With CNN- Keras.mp4 | 41.12 MB |
| 11. Autoencoders With Convolution Neural Networks (CNN)/2. Autoencoders for With CNN- Keras.vtt | 4.61 KB |
| 11. Autoencoders With Convolution Neural Networks (CNN)/2.1 keras auto.txt.txt | 2.05 KB |
| 12. Recurrent Neural Networks (RNN)/1. Theory Behind RNNs.mp4 | 57.21 MB |
| 12. Recurrent Neural Networks (RNN)/1. Theory Behind RNNs.vtt | 5.29 KB |
| 12. Recurrent Neural Networks (RNN)/2. LSTM For Time Series Data.mp4 | 52.35 MB |
| 12. Recurrent Neural Networks (RNN)/2. LSTM For Time Series Data.vtt | 6.18 KB |
| 12. Recurrent Neural Networks (RNN)/2.1 international-airline-passengers.csv.csv | 2.28 KB |
| 12. Recurrent Neural Networks (RNN)/3. LSTM for Predicting Stock Prices.mp4 | 72.32 MB |
| 12. Recurrent Neural Networks (RNN)/3. LSTM for Predicting Stock Prices.vtt | 7.6 KB |
| 12. Recurrent Neural Networks (RNN)/3.1 all_stocks_5yr.csv.csv | 28.21 MB |
| 12. Recurrent Neural Networks (RNN)/3.2 lstm_stock.txt.txt | 2.02 KB |
| 13. Miscellaneous Section/1. Use Colabs for Jupyter Data Science.mp4 | 43.92 MB |
| 13. Miscellaneous Section/1. Use Colabs for Jupyter Data Science.vtt | 6.52 KB |
| 13. Miscellaneous Section/1.1 colab.txt.txt | 100 B |
| 2. Introduction to Python Data Science Packages/1. Python Packages for Data Science.mp4 | 36.42 MB |
| 2. Introduction to Python Data Science Packages/1. Python Packages for Data Science.vtt | 3.97 KB |
| 2. Introduction to Python Data Science Packages/2. Introduction to Numpy.mp4 | 31.19 MB |
| 2. Introduction to Python Data Science Packages/2. Introduction to Numpy.vtt | 3.95 KB |
| 2. Introduction to Python Data Science Packages/3. Create Numpy Arrays.mp4 | 63.3 MB |
| 2. Introduction to Python Data Science Packages/3. Create Numpy Arrays.vtt | 6.1 KB |
| 2. Introduction to Python Data Science Packages/3.1 numpy create.txt.txt | 470 B |
| 2. Introduction to Python Data Science Packages/4. Numpy Operations.mp4 | 111.82 MB |
| 2. Introduction to Python Data Science Packages/4. Numpy Operations.vtt | 15.64 KB |
| 2. Introduction to Python Data Science Packages/4.1 numpy op.txt.txt | 1.42 KB |
| 2. Introduction to Python Data Science Packages/5. Numpy for Statistical Operation.mp4 | 47.83 MB |
| 2. Introduction to Python Data Science Packages/5. Numpy for Statistical Operation.vtt | 6.91 KB |
| 2. Introduction to Python Data Science Packages/5.1 numpy stats.txt.txt | 555 B |
| 2. Introduction to Python Data Science Packages/6. Introduction to Pandas.mp4 | 84.65 MB |
| 2. Introduction to Python Data Science Packages/6. Introduction to Pandas.vtt | 10.47 KB |
| 2. Introduction to Python Data Science Packages/7. Read in Data from CSV.mp4 | 53.72 MB |
| 2. Introduction to Python Data Science Packages/7. Read in Data from CSV.vtt | 6.05 KB |
| 2. Introduction to Python Data Science Packages/7.1 bostonTxt.txt.txt | 17.16 KB |
| 2. Introduction to Python Data Science Packages/7.2 read csv_pd.txt.txt | 507 B |
| 2. Introduction to Python Data Science Packages/7.3 winequality-red.csv.csv | 82.23 KB |
| 2. Introduction to Python Data Science Packages/7.4 Resp2.csv.csv | 276 B |
| 2. Introduction to Python Data Science Packages/8. Read in Data from Excel.mp4 | 42.34 MB |
| 2. Introduction to Python Data Science Packages/8. Read in Data from Excel.vtt | 3.76 KB |
| 2. Introduction to Python Data Science Packages/8.1 boston1.xls.xls | 73.5 KB |
| 2. Introduction to Python Data Science Packages/8.2 read excel_pd.txt.txt | 298 B |
| 2. Introduction to Python Data Science Packages/9. Basic Data Cleaning.mp4 | 37.53 MB |
| 2. Introduction to Python Data Science Packages/9. Basic Data Cleaning.vtt | 4.09 KB |
| 3. Introduction to TensorFlow/1. A Brief Touchdown.mp4 | 21.1 MB |
| 3. Introduction to TensorFlow/1. A Brief Touchdown.vtt | 1.72 KB |
| 3. Introduction to TensorFlow/2. A Brief Touchdown Computational Graphs.mp4 | 11.25 MB |
| 3. Introduction to TensorFlow/2. A Brief Touchdown Computational Graphs.vtt | 2.14 KB |
| 3. Introduction to TensorFlow/3. Common Mathematical Operators in Tensorflow.html | 493 B |
| 3. Introduction to TensorFlow/4. A Tensorflow Session.mp4 | 28.3 MB |
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