[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python
大小
1.94 GB
文件数
161
Info Hash:
CF749F5C57FAB7B556956C6207C653815593517F
收录时间
2026-01-20 08:19:59
更新时间
2026-01-20 08:36:16
文件列表 (161)
01 Introduction/001 Introduction.mp4
11.95 MB
01 Introduction/001 Introduction-subtitle-en.vtt
3.92 KB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4
16.38 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.vtt
14.47 KB
01 Introduction/002 TensorFlow-Bootcamp.zip
291.07 MB
01 Introduction/003 TensorFlow-Bootcamp.zip
291.07 MB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4
27.82 MB
02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.vtt
17.07 KB
03 What is Machine Learning_/006 Machine Learning Overview.mp4
30.43 MB
03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.vtt
23.5 KB
03 What is Machine Learning_/links-to-visit.txt
147 B
04 Crash Course Overview/007 Crash Course Section Introduction.mp4
2.15 MB
04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.vtt
1.72 KB
04 Crash Course Overview/008 NumPy Crash Course.mp4
32.51 MB
04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.vtt
20.22 KB
04 Crash Course Overview/009 Pandas Crash Course.mp4
9.02 MB
04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.vtt
5.88 KB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4
19.51 MB
04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.vtt
10.02 KB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4
20.29 MB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview-subtitle-en.vtt
11.88 KB
04 Crash Course Overview/012 Crash Course Review Exercise.mp4
7.66 MB
04 Crash Course Overview/012 Crash Course Review Exercise-subtitle-en.vtt
3.18 KB
04 Crash Course Overview/013 Crash Course Review Exercise - Solutions.mp4
17.39 MB
04 Crash Course Overview/013 Crash Course Review Exercise - Solutions-subtitle-en.vtt
7.88 KB
05 Introduction to Neural Networks/014 Introduction to Neural Networks.mp4
1.59 MB
05 Introduction to Neural Networks/014 Introduction to Neural Networks-subtitle-en.vtt
1.32 KB
05 Introduction to Neural Networks/015 Introduction to Perceptron.mp4
6.79 MB
05 Introduction to Neural Networks/015 Introduction to Perceptron-subtitle-en.vtt
6.84 KB
05 Introduction to Neural Networks/016 Neural Network Activation Functions.mp4
8.62 MB
05 Introduction to Neural Networks/016 Neural Network Activation Functions-subtitle-en.vtt
8.4 KB
05 Introduction to Neural Networks/017 Cost Functions.mp4
4.99 MB
05 Introduction to Neural Networks/017 Cost Functions-subtitle-en.vtt
4.65 KB
05 Introduction to Neural Networks/018 Gradient Descent Backpropagation.mp4
4.6 MB
05 Introduction to Neural Networks/018 Gradient Descent Backpropagation-subtitle-en.vtt
4.71 KB
05 Introduction to Neural Networks/019 TensorFlow Playground.mp4
27.22 MB
05 Introduction to Neural Networks/019 TensorFlow Playground-subtitle-en.vtt
13.41 KB
05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One.mp4
12.54 MB
05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One-subtitle-en.vtt
7.68 KB
05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations.mp4
11.41 MB
05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.vtt
10.1 KB
05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
13.26 MB
05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.vtt
10.96 KB
05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session.mp4
25.16 MB
05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.vtt
11.73 KB
05 Introduction to Neural Networks/024 Manual Neural Network Classification Task.mp4
40.52 MB
05 Introduction to Neural Networks/024 Manual Neural Network Classification Task-subtitle-en.vtt
20.95 KB
05 Introduction to Neural Networks/links-to-visit.txt
154 B
06 TensorFlow Basics/025 Introduction to TensorFlow.mp4
1.97 MB
06 TensorFlow Basics/025 Introduction to TensorFlow-subtitle-en.vtt
1.98 KB
06 TensorFlow Basics/026 TensorFlow Basic Syntax.mp4
18.99 MB
06 TensorFlow Basics/026 TensorFlow Basic Syntax-subtitle-en.vtt
17.16 KB
06 TensorFlow Basics/027 TensorFlow Graphs.mp4
8.54 MB
06 TensorFlow Basics/027 TensorFlow Graphs-subtitle-en.vtt
7.53 KB
06 TensorFlow Basics/028 Variables and Placeholders.mp4
12.84 MB
06 TensorFlow Basics/028 Variables and Placeholders-subtitle-en.vtt
7.84 KB
06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One.mp4
11.64 MB
06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One-subtitle-en.vtt
9.68 KB
06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two.mp4
32.51 MB
06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two-subtitle-en.vtt
24.94 KB
06 TensorFlow Basics/031 TensorFlow Regression Example - Part One.mp4
30.06 MB
06 TensorFlow Basics/031 TensorFlow Regression Example - Part One-subtitle-en.vtt
24.95 KB
06 TensorFlow Basics/032 TensorFlow Regression Example - Part Two.mp4
50.74 MB
06 TensorFlow Basics/032 TensorFlow Regression Example - Part Two-subtitle-en.vtt
22.86 KB
06 TensorFlow Basics/033 TensorFlow Classification Example - Part One.mp4
23.76 MB
06 TensorFlow Basics/033 TensorFlow Classification Example - Part One-subtitle-en.vtt
17.19 KB
06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two.mp4
31.94 MB
06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two-subtitle-en.vtt
14.79 KB
06 TensorFlow Basics/035 TF Regression Exercise.mp4
7.96 MB
06 TensorFlow Basics/035 TF Regression Exercise-subtitle-en.vtt
4.74 KB
06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough.mp4
27.76 MB
06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough-subtitle-en.vtt
15 KB
06 TensorFlow Basics/037 TF Classification Exercise.mp4
8.95 MB
06 TensorFlow Basics/037 TF Classification Exercise-subtitle-en.vtt
6.68 KB
06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough.mp4
21.72 MB
06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough-subtitle-en.vtt
14.52 KB
06 TensorFlow Basics/039 Saving and Restoring Models.mp4
15.44 MB
06 TensorFlow Basics/039 Saving and Restoring Models-subtitle-en.vtt
8.85 KB
06 TensorFlow Basics/links-to-visit.txt
274 B
07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section.mp4
1.17 MB
07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section-subtitle-en.vtt
1.11 KB
07 Convolutional Neural Networks/041 Review of Neural Networks.mp4
3.39 MB
07 Convolutional Neural Networks/041 Review of Neural Networks-subtitle-en.vtt
3.43 KB
07 Convolutional Neural Networks/042 New Theory Topics.mp4
19.7 MB
07 Convolutional Neural Networks/042 New Theory Topics-subtitle-en.vtt
19.71 KB
07 Convolutional Neural Networks/043 MNIST Data Overview.mp4
6.57 MB
07 Convolutional Neural Networks/043 MNIST Data Overview-subtitle-en.vtt
5.66 KB
07 Convolutional Neural Networks/044 MNIST Basic Approach Part One.mp4
12.11 MB
07 Convolutional Neural Networks/044 MNIST Basic Approach Part One-subtitle-en.vtt
11.23 KB
07 Convolutional Neural Networks/045 MNIST Basic Approach Part Two.mp4
34.94 MB
07 Convolutional Neural Networks/045 MNIST Basic Approach Part Two-subtitle-en.vtt
20.78 KB
07 Convolutional Neural Networks/046 CNN Theory Part One.mp4
26.57 MB
07 Convolutional Neural Networks/046 CNN Theory Part One-subtitle-en.vtt
23.96 KB
07 Convolutional Neural Networks/047 CNN Theory Part Two.mp4
6.55 MB
07 Convolutional Neural Networks/047 CNN Theory Part Two-subtitle-en.vtt
5.81 KB
07 Convolutional Neural Networks/048 CNN MNIST Code Along - Part One.mp4
26.21 MB
07 Convolutional Neural Networks/048 CNN MNIST Code Along - Part One-subtitle-en.vtt
20.35 KB
07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part Two.mp4
9.65 MB
07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part Two-subtitle-en.vtt
6.65 KB
07 Convolutional Neural Networks/050 Introduction to CNN Project.mp4
16.06 MB
07 Convolutional Neural Networks/050 Introduction to CNN Project-subtitle-en.vtt
8.82 KB
07 Convolutional Neural Networks/051 CNN Project Exercise Solution - Part One.mp4
50.15 MB
07 Convolutional Neural Networks/051 CNN Project Exercise Solution - Part One-subtitle-en.vtt
19.45 KB
07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part Two.mp4
27.01 MB
07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part Two-subtitle-en.vtt
14.34 KB
07 Convolutional Neural Networks/links-to-visit.txt
139 B
08 Recurrent Neural Networks/053 Introduction to RNN Section.mp4
1.57 MB
08 Recurrent Neural Networks/053 Introduction to RNN Section-subtitle-en.vtt
1.55 KB
08 Recurrent Neural Networks/054 RNN Theory.mp4
10.27 MB
08 Recurrent Neural Networks/054 RNN Theory-subtitle-en.vtt
10.64 KB
08 Recurrent Neural Networks/055 Manual Creation of RNN.mp4
16.64 MB
08 Recurrent Neural Networks/055 Manual Creation of RNN-subtitle-en.vtt
13.98 KB
08 Recurrent Neural Networks/056 Vanishing Gradients.mp4
6.05 MB
08 Recurrent Neural Networks/056 Vanishing Gradients-subtitle-en.vtt
5.98 KB
08 Recurrent Neural Networks/057 LSTM and GRU Theory.mp4
12.91 MB
08 Recurrent Neural Networks/057 LSTM and GRU Theory-subtitle-en.vtt
12.72 KB
08 Recurrent Neural Networks/058 Introduction to RNN with TensorFlow API.mp4
6.26 MB
08 Recurrent Neural Networks/058 Introduction to RNN with TensorFlow API-subtitle-en.vtt
6.22 KB
08 Recurrent Neural Networks/059 RNN with TensorFlow - Part One.mp4
34.09 MB
08 Recurrent Neural Networks/059 RNN with TensorFlow - Part One-subtitle-en.vtt
23.89 KB
08 Recurrent Neural Networks/060 RNN with TensorFlow - Part Two.mp4
30.32 MB
08 Recurrent Neural Networks/060 RNN with TensorFlow - Part Two-subtitle-en.vtt
22.55 KB
08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Three.mp4
12.67 MB
08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Three-subtitle-en.vtt
9.29 KB
08 Recurrent Neural Networks/062 Time Series Exercise Overview.mp4
13.64 MB
08 Recurrent Neural Networks/062 Time Series Exercise Overview-subtitle-en.vtt
10.25 KB
08 Recurrent Neural Networks/063 Time Series Exercise Solution.mp4
35.12 MB
08 Recurrent Neural Networks/063 Time Series Exercise Solution-subtitle-en.vtt
21.17 KB
08 Recurrent Neural Networks/064 Quick Note on Word2Vec.mp4
6.05 MB
08 Recurrent Neural Networks/064 Quick Note on Word2Vec-subtitle-en.vtt
4.24 KB
08 Recurrent Neural Networks/065 Word2Vec Theory.mp4
16.55 MB
08 Recurrent Neural Networks/065 Word2Vec Theory-subtitle-en.vtt
15.99 KB
08 Recurrent Neural Networks/066 Word2Vec Code Along - Part One.mp4
35.53 MB
08 Recurrent Neural Networks/066 Word2Vec Code Along - Part One-subtitle-en.vtt
21.56 KB
08 Recurrent Neural Networks/links-to-visit.txt
139 B
09 Miscellaneous Topics/067 Miscellaneous-Topics.zip
74.05 KB
09 Miscellaneous Topics/068 Deep Nets with Tensorflow Abstractions API - Part One.mp4
16.25 MB
09 Miscellaneous Topics/068 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.vtt
9.58 KB
09 Miscellaneous Topics/069 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
18.69 MB
09 Miscellaneous Topics/069 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.vtt
9.51 KB
09 Miscellaneous Topics/070 Deep Nets with Tensorflow Abstractions API - Keras.mp4
33.37 MB
09 Miscellaneous Topics/070 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.vtt
15.92 KB
09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Layers.mp4
28.72 MB
09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.vtt
13.36 KB
09 Miscellaneous Topics/072 Tensorboard.mp4
39.96 MB
09 Miscellaneous Topics/072 Tensorboard-subtitle-en.vtt
22.36 KB
10 AutoEncoders/073 05-Autoencoders.zip
7.87 MB
10 AutoEncoders/073 Autoencoder Basics.mp4
13.91 MB
10 AutoEncoders/073 Autoencoder Basics-subtitle-en.vtt
11.36 KB
10 AutoEncoders/074 Dimensionality Reduction with Linear Autoencoder.mp4
37.58 MB
10 AutoEncoders/074 Dimensionality Reduction with Linear Autoencoder-subtitle-en.vtt
21.97 KB
10 AutoEncoders/075 Linear Autoencoder PCA Exercise Overview.mp4
6.15 MB
10 AutoEncoders/075 Linear Autoencoder PCA Exercise Overview-subtitle-en.vtt
2.54 KB
10 AutoEncoders/076 Linear Autoencoder PCA Exercise Solutions.mp4
22.88 MB
10 AutoEncoders/076 Linear Autoencoder PCA Exercise Solutions-subtitle-en.vtt
9.85 KB
10 AutoEncoders/077 Stacked Autoencoder.mp4
43.92 MB
10 AutoEncoders/077 Stacked Autoencoder-subtitle-en.vtt
24.59 KB
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