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[DesireCourse.Net] Udemy - Tensorflow and Keras For Neural Networks and Deep Learning
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2019-6-29 04:49
2024-8-19 10:10
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4.33 GB
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磁力链接
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相关链接
DesireCourse
Net
Udemy
-
Tensorflow
and
Keras
For
Neural
Networks
and
Deep
Learning
文件列表
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/1. Introduction to the Course.mp4
9.87MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/3. Python Data Science Environment.mp4
94.25MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/4. For Mac Users.mp4
50.18MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/5. Introduction to IPython.mp4
101MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/6. Install Tensorflow.mp4
167.82MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/8. Install Keras on Windows 10.mp4
82.92MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/9. Install Keras on Mac.mp4
77.09MB
10. Convolution Neural Network (CNN) For Image Analysis/1. Introduction to CNN.mp4
183.49MB
10. Convolution Neural Network (CNN) For Image Analysis/10. CNN With Keras.mp4
37.8MB
10. Convolution Neural Network (CNN) For Image Analysis/11. CNN on Image Data with Keras-Part 1.mp4
24.4MB
10. Convolution Neural Network (CNN) For Image Analysis/12. CNN on Image Data with Keras-Part 2.mp4
40.73MB
10. Convolution Neural Network (CNN) For Image Analysis/2. Implement a CNN for Multi-Class Supervised Classification.mp4
79.45MB
10. Convolution Neural Network (CNN) For Image Analysis/3. Activation Functions.mp4
91.28MB
10. Convolution Neural Network (CNN) For Image Analysis/4. More on CNN.mp4
48.08MB
10. Convolution Neural Network (CNN) For Image Analysis/5. Pre-Requisite For Working With Imagery Data.mp4
20.06MB
10. Convolution Neural Network (CNN) For Image Analysis/6. CNN on Image Data-Part 1.mp4
108.91MB
10. Convolution Neural Network (CNN) For Image Analysis/7. CNN on Image Data-Part 2.mp4
71.1MB
10. Convolution Neural Network (CNN) For Image Analysis/8. More on TFLearn.mp4
74.39MB
10. Convolution Neural Network (CNN) For Image Analysis/9. CNN Workflow for Keras.mp4
36.25MB
11. Autoencoders With Convolution Neural Networks (CNN)/1. Autoencoders for With CNN- Tensorflow.mp4
66.25MB
11. Autoencoders With Convolution Neural Networks (CNN)/2. Autoencoders for With CNN- Keras.mp4
41.12MB
12. Recurrent Neural Networks (RNN)/1. Theory Behind RNNs.mp4
57.21MB
12. Recurrent Neural Networks (RNN)/2. LSTM For Time Series Data.mp4
52.35MB
12. Recurrent Neural Networks (RNN)/3. LSTM for Predicting Stock Prices.mp4
72.32MB
13. Miscellaneous Section/1. Use Colabs for Jupyter Data Science.mp4
43.92MB
2. Introduction to Python Data Science Packages/1. Python Packages for Data Science.mp4
36.42MB
2. Introduction to Python Data Science Packages/2. Introduction to Numpy.mp4
31.19MB
2. Introduction to Python Data Science Packages/3. Create Numpy Arrays.mp4
63.3MB
2. Introduction to Python Data Science Packages/4. Numpy Operations.mp4
111.82MB
2. Introduction to Python Data Science Packages/5. Numpy for Statistical Operation.mp4
47.83MB
2. Introduction to Python Data Science Packages/6. Introduction to Pandas.mp4
84.65MB
2. Introduction to Python Data Science Packages/7. Read in Data from CSV.mp4
53.72MB
2. Introduction to Python Data Science Packages/8. Read in Data from Excel.mp4
42.34MB
2. Introduction to Python Data Science Packages/9. Basic Data Cleaning.mp4
37.53MB
3. Introduction to TensorFlow/1. A Brief Touchdown.mp4
21.1MB
3. Introduction to TensorFlow/2. A Brief Touchdown Computational Graphs.mp4
11.25MB
3. Introduction to TensorFlow/4. A Tensorflow Session.mp4
28.3MB
3. Introduction to TensorFlow/5. Interactive Tensorflow Session.mp4
11.28MB
3. Introduction to TensorFlow/6. Constants and Variables in Tensorflow.mp4
25.87MB
3. Introduction to TensorFlow/7. Placeholders in Tensorflow.mp4
31.46MB
4. Introduction to Keras/1. What is Keras.mp4
23.92MB
5. Some Preliminary Tensorflow and Keras Applications/1. Theory of Linear Regression (OLS).mp4
112.72MB
5. Some Preliminary Tensorflow and Keras Applications/10. Accuracy Assessment For Binary Classification.mp4
62.96MB
5. Some Preliminary Tensorflow and Keras Applications/11. Linear Classification with Binary Classification With Mixed Predictors.mp4
88.84MB
5. Some Preliminary Tensorflow and Keras Applications/12. Softmax Classification With Tensorflow.mp4
69.98MB
5. Some Preliminary Tensorflow and Keras Applications/2. OLS From First Principles.mp4
74.98MB
5. Some Preliminary Tensorflow and Keras Applications/3. Visualize the Results of OLS.mp4
26.53MB
5. Some Preliminary Tensorflow and Keras Applications/4. Multiple Regression With Tensorflow-Part 1.mp4
46.44MB
5. Some Preliminary Tensorflow and Keras Applications/5. Estimate With Tensorflow Estimators.mp4
11.55MB
5. Some Preliminary Tensorflow and Keras Applications/6. Multiple Regression With Tensorflow Estimators.mp4
58.76MB
5. Some Preliminary Tensorflow and Keras Applications/7. More on Linear Regressor Estimator.mp4
98.57MB
5. Some Preliminary Tensorflow and Keras Applications/8. GLM Generalized Linear Model.mp4
45.97MB
5. Some Preliminary Tensorflow and Keras Applications/9. Linear Classifier For Binary Classification.mp4
107.26MB
6. Some Basic Concepts/1. What is Machine Learning.mp4
91.35MB
6. Some Basic Concepts/2. Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks).mp4
107.02MB
7. Unsupervised Learning With Tensorflow and Keras/1. What is Unsupervised Learning.mp4
30.6MB
7. Unsupervised Learning With Tensorflow and Keras/2. Autoencoders for Unsupervised Classification.mp4
21.16MB
7. Unsupervised Learning With Tensorflow and Keras/3. Autoencoders in Tensorflow (Binary Class Problem).mp4
70.56MB
7. Unsupervised Learning With Tensorflow and Keras/4. Autoencoders in Tensorflow (Multiple Classes).mp4
56.49MB
7. Unsupervised Learning With Tensorflow and Keras/5. Autoencoders in Keras (Simple).mp4
53.18MB
7. Unsupervised Learning With Tensorflow and Keras/6. Autoencoders in Keras (Sparsity Constraints).mp4
37.71MB
7. Unsupervised Learning With Tensorflow and Keras/7. Deep Autoencoder With Keras.mp4
68.09MB
8. Neural Network for Tensorflow & Keras/1. Multi Layer Perceptron (MLP) with Tensorflow.mp4
61.32MB
8. Neural Network for Tensorflow & Keras/2. Multi Layer Perceptron (MLP) With Keras.mp4
32.19MB
8. Neural Network for Tensorflow & Keras/3. Keras MLP For Binary Classification.mp4
36.73MB
8. Neural Network for Tensorflow & Keras/4. Keras MLP for Multiclass Classification.mp4
50.62MB
8. Neural Network for Tensorflow & Keras/5. Keras MLP for Regression.mp4
30.36MB
9. Deep Learning For Tensorflow & Keras/1. What is Artificial Intelligence.mp4
99.53MB
9. Deep Learning For Tensorflow & Keras/2. Deep Neural Network (DNN) Classifier With Tensorflow.mp4
62.68MB
9. Deep Learning For Tensorflow & Keras/3. Deep Neural Network (DNN) Classifier With Mixed Predictors.mp4
83.75MB
9. Deep Learning For Tensorflow & Keras/4. Deep Neural Network (DNN) Regression With Tensorflow.mp4
51.18MB
9. Deep Learning For Tensorflow & Keras/5. Wide & Deep Learning (Tensorflow).mp4
122.9MB
9. Deep Learning For Tensorflow & Keras/6. DNN Classifier With Keras.mp4
30MB
9. Deep Learning For Tensorflow & Keras/7. DNN Classifier With Keras-Example 2.mp4
42.43MB
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