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[DesireCourse.Net] Udemy - Tensorflow and Keras For Neural Networks and Deep Learning
magnet:?xt=urn:btih:563666b3c54b511537ba28b4722bd573f760952b&dn=[DesireCourse.Net] Udemy - Tensorflow and Keras For Neural Networks and Deep Learning
磁力链接详情
Hash值:
563666b3c54b511537ba28b4722bd573f760952b
点击数:
202
文件大小:
4.33 GB
文件数量:
74
创建日期:
2019-6-29 04:49
最后访问:
2024-6-22 13:38
访问标签:
DesireCourse
Net
Udemy
-
Tensorflow
and
Keras
For
Neural
Networks
and
Deep
Learning
文件列表详情
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/3. Python Data Science Environment.mp4 94.25 MB
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/5. Introduction to IPython.mp4 101 MB
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/8. Install Keras on Windows 10.mp4 82.92 MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/9. Install Keras on Mac.mp4 77.09 MB
10. Convolution Neural Network (CNN) For Image Analysis/1. Introduction to CNN.mp4 183.49 MB
10. Convolution Neural Network (CNN) For Image Analysis/10. CNN With Keras.mp4 37.8 MB
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/12. CNN on Image Data with Keras-Part 2.mp4 40.73 MB
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/3. Activation Functions.mp4 91.28 MB
10. Convolution Neural Network (CNN) For Image Analysis/4. More on CNN.mp4 48.08 MB
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/6. CNN on Image Data-Part 1.mp4 108.91 MB
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/8. More on TFLearn.mp4 74.39 MB
10. Convolution Neural Network (CNN) For Image Analysis/9. CNN Workflow for Keras.mp4 36.25 MB
11. Autoencoders With Convolution Neural Networks (CNN)/1. Autoencoders for With CNN- Tensorflow.mp4 66.25 MB
11. Autoencoders With Convolution Neural Networks (CNN)/2. Autoencoders for With CNN- Keras.mp4 41.12 MB
12. Recurrent Neural Networks (RNN)/1. Theory Behind RNNs.mp4 57.21 MB
12. Recurrent Neural Networks (RNN)/2. LSTM For Time Series Data.mp4 52.35 MB
12. Recurrent Neural Networks (RNN)/3. LSTM for Predicting Stock Prices.mp4 72.32 MB
13. Miscellaneous Section/1. Use Colabs for Jupyter Data Science.mp4 43.92 MB
2. Introduction to Python Data Science Packages/1. Python Packages for Data Science.mp4 36.42 MB
2. Introduction to Python Data Science Packages/2. Introduction to Numpy.mp4 31.19 MB
2. Introduction to Python Data Science Packages/3. Create Numpy Arrays.mp4 63.3 MB
2. Introduction to Python Data Science Packages/4. Numpy Operations.mp4 111.82 MB
2. Introduction to Python Data Science Packages/5. Numpy for Statistical Operation.mp4 47.83 MB
2. Introduction to Python Data Science Packages/6. Introduction to Pandas.mp4 84.65 MB
2. Introduction to Python Data Science Packages/7. Read in Data from CSV.mp4 53.72 MB
2. Introduction to Python Data Science Packages/8. Read in Data from Excel.mp4 42.34 MB
2. Introduction to Python Data Science Packages/9. Basic Data Cleaning.mp4 37.53 MB
3. Introduction to TensorFlow/1. A Brief Touchdown.mp4 21.1 MB
3. Introduction to TensorFlow/2. A Brief Touchdown Computational Graphs.mp4 11.25 MB
3. Introduction to TensorFlow/4. A Tensorflow Session.mp4 28.3 MB
3. Introduction to TensorFlow/5. Interactive Tensorflow Session.mp4 11.28 MB
3. Introduction to TensorFlow/6. Constants and Variables in Tensorflow.mp4 25.87 MB
3. Introduction to TensorFlow/7. Placeholders in Tensorflow.mp4 31.46 MB
4. Introduction to Keras/1. What is Keras.mp4 23.92 MB
5. Some Preliminary Tensorflow and Keras Applications/1. Theory of Linear Regression (OLS).mp4 112.72 MB
5. Some Preliminary Tensorflow and Keras Applications/10. Accuracy Assessment For Binary Classification.mp4 62.96 MB
5. Some Preliminary Tensorflow and Keras Applications/11. Linear Classification with Binary Classification With Mixed Predictors.mp4 88.84 MB
5. Some Preliminary Tensorflow and Keras Applications/12. Softmax Classification With Tensorflow.mp4 69.98 MB
5. Some Preliminary Tensorflow and Keras Applications/2. OLS From First Principles.mp4 74.98 MB
5. Some Preliminary Tensorflow and Keras Applications/3. Visualize the Results of OLS.mp4 26.53 MB
5. Some Preliminary Tensorflow and Keras Applications/4. Multiple Regression With Tensorflow-Part 1.mp4 46.44 MB
5. Some Preliminary Tensorflow and Keras Applications/5. Estimate With Tensorflow Estimators.mp4 11.55 MB
5. Some Preliminary Tensorflow and Keras Applications/6. Multiple Regression With Tensorflow Estimators.mp4 58.76 MB
5. Some Preliminary Tensorflow and Keras Applications/7. More on Linear Regressor Estimator.mp4 98.57 MB
5. Some Preliminary Tensorflow and Keras Applications/8. GLM Generalized Linear Model.mp4 45.97 MB
5. Some Preliminary Tensorflow and Keras Applications/9. Linear Classifier For Binary Classification.mp4 107.26 MB
6. Some Basic Concepts/1. What is Machine Learning.mp4 91.35 MB
6. Some Basic Concepts/2. Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks).mp4 107.02 MB
7. Unsupervised Learning With Tensorflow and Keras/1. What is Unsupervised Learning.mp4 30.6 MB
7. Unsupervised Learning With Tensorflow and Keras/2. Autoencoders for Unsupervised Classification.mp4 21.16 MB
7. Unsupervised Learning With Tensorflow and Keras/3. Autoencoders in Tensorflow (Binary Class Problem).mp4 70.56 MB
7. Unsupervised Learning With Tensorflow and Keras/4. Autoencoders in Tensorflow (Multiple Classes).mp4 56.49 MB
7. Unsupervised Learning With Tensorflow and Keras/5. Autoencoders in Keras (Simple).mp4 53.18 MB
7. Unsupervised Learning With Tensorflow and Keras/6. Autoencoders in Keras (Sparsity Constraints).mp4 37.71 MB
7. Unsupervised Learning With Tensorflow and Keras/7. Deep Autoencoder With Keras.mp4 68.09 MB
8. Neural Network for Tensorflow & Keras/1. Multi Layer Perceptron (MLP) with Tensorflow.mp4 61.32 MB
8. Neural Network for Tensorflow & Keras/2. Multi Layer Perceptron (MLP) With Keras.mp4 32.19 MB
8. Neural Network for Tensorflow & Keras/3. Keras MLP For Binary Classification.mp4 36.73 MB
8. Neural Network for Tensorflow & Keras/4. Keras MLP for Multiclass Classification.mp4 50.62 MB
8. Neural Network for Tensorflow & Keras/5. Keras MLP for Regression.mp4 30.36 MB
9. Deep Learning For Tensorflow & Keras/1. What is Artificial Intelligence.mp4 99.53 MB
9. Deep Learning For Tensorflow & Keras/2. Deep Neural Network (DNN) Classifier With Tensorflow.mp4 62.68 MB
9. Deep Learning For Tensorflow & Keras/3. Deep Neural Network (DNN) Classifier With Mixed Predictors.mp4 83.75 MB
9. Deep Learning For Tensorflow & Keras/4. Deep Neural Network (DNN) Regression With Tensorflow.mp4 51.18 MB
9. Deep Learning For Tensorflow & Keras/5. Wide & Deep Learning (Tensorflow).mp4 122.9 MB
9. Deep Learning For Tensorflow & Keras/6. DNN Classifier With Keras.mp4 30 MB
9. Deep Learning For Tensorflow & Keras/7. DNN Classifier With Keras-Example 2.mp4 42.43 MB
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