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001 Course Overview !.html |
1.67Кб |
002 Introduction to Google Colab.en.srt |
5.51Кб |
002 Introduction to Google Colab.mp4 |
38.88Мб |
003 Links to TensorFlow Notebooks.html |
1.14Кб |
004 The Neuron.en.srt |
6.58Кб |
004 The Neuron.mp4 |
102.07Мб |
005 Activation Function.en.srt |
9.49Кб |
005 Activation Function.mp4 |
156.58Мб |
006 Cost Function.en.srt |
3.03Кб |
006 Cost Function.mp4 |
51.74Мб |
007 Gradient Descent and Back-Propagation.en.srt |
4.47Кб |
007 Gradient Descent and Back-Propagation.mp4 |
74.95Мб |
008 Step 1 - Installation and Setup.en.srt |
4.76Кб |
008 Step 1 - Installation and Setup.mp4 |
31.43Мб |
009 Step 2 - Data Preprocessing.en.srt |
21.25Кб |
009 Step 2 - Data Preprocessing.mp4 |
135.64Мб |
010 Step 3 - Building the Model.en.srt |
10.77Кб |
010 Step 3 - Building the Model.mp4 |
73.90Мб |
011 Step 4 - Training the Model.en.srt |
10.19Кб |
011 Step 4 - Training the Model.mp4 |
68.51Мб |
012 Step 5 - Model evaluation and performance.en.srt |
9.75Кб |
012 Step 5 - Model evaluation and performance.mp4 |
75.68Мб |
013 Step 1 - Binary Classification.en.srt |
2.89Кб |
013 Step 1 - Binary Classification.mp4 |
21.31Мб |
014 Step 2 - Binary Classification.en.srt |
24.13Кб |
014 Step 2 - Binary Classification.mp4 |
168.92Мб |
015 Step 3 - Binary Classification.en.srt |
10.56Кб |
015 Step 3 - Binary Classification.mp4 |
63.23Мб |
016 Step 4 - Binary Classification.en.srt |
2.10Кб |
016 Step 4 - Binary Classification.mp4 |
19.21Мб |
017 Step 5 - Binary Classification.en.srt |
7.45Кб |
017 Step 5 - Binary Classification.mp4 |
56.04Мб |
018 Convolutional Neural Network Part 1.en.srt |
5.37Кб |
018 Convolutional Neural Network Part 1.mp4 |
96.21Мб |
019 Convolutional Neural Network Part 1.en.srt |
4.77Кб |
019 Convolutional Neural Network Part 1.mp4 |
81.11Мб |
020 Building Convolutional Neural Network Step 1.en.srt |
1.51Кб |
020 Building Convolutional Neural Network Step 1.mp4 |
10.69Мб |
021 Building Convolutional Neural Network Step 2.en.srt |
7.94Кб |
021 Building Convolutional Neural Network Step 2.mp4 |
56.12Мб |
022 Building Convolutional Neural Network Step 3.en.srt |
12.77Кб |
022 Building Convolutional Neural Network Step 3.mp4 |
128.57Мб |
023 Building Convolutional Neural Network Step 4.en.srt |
5.19Кб |
023 Building Convolutional Neural Network Step 4.mp4 |
38.49Мб |
024 Building Convolutional Neural Network Step 5.en.srt |
7.47Кб |
024 Building Convolutional Neural Network Step 5.mp4 |
47.72Мб |
025 CNN for Binary Image Classification Step 1.en.srt |
2.28Кб |
025 CNN for Binary Image Classification Step 1.mp4 |
16.57Мб |
026 CNN for Binary Image Classification Step 2.en.srt |
9.86Кб |
026 CNN for Binary Image Classification Step 2.mp4 |
80.36Мб |
027 CNN for Binary Image Classification Step 3.en.srt |
13.78Кб |
027 CNN for Binary Image Classification Step 3.mp4 |
95.30Мб |
028 CNN for Binary Image Classification Step 4.en.srt |
10.72Кб |
028 CNN for Binary Image Classification Step 4.mp4 |
82.47Мб |
029 CNN for Binary Image Classification Step 5.en.srt |
5.93Кб |
029 CNN for Binary Image Classification Step 5.mp4 |
51.31Мб |
030 CNN for Digit Recognition Part 1.en.srt |
9.76Кб |
030 CNN for Digit Recognition Part 1.mp4 |
64.12Мб |
031 CNN for Digit Recognition Part 2.en.srt |
7.83Кб |
031 CNN for Digit Recognition Part 2.mp4 |
64.30Мб |
032 CNN for Digit Recognition Part 3.en.srt |
7.35Кб |
032 CNN for Digit Recognition Part 3.mp4 |
62.55Мб |
033 CNN for Breast Cancer Detection Part 1.en.srt |
11.15Кб |
033 CNN for Breast Cancer Detection Part 1.mp4 |
96.78Мб |
034 CNN for Breast Cancer Detection Part 2.en.srt |
7.05Кб |
034 CNN for Breast Cancer Detection Part 2.mp4 |
56.91Мб |
035 CNN for Breast Cancer Detection Part 3.en.srt |
5.23Кб |
035 CNN for Breast Cancer Detection Part 3.mp4 |
50.98Мб |
036 CNN for Predicting the Bank Customer Satisfaction Part 1.en.srt |
9.51Кб |
036 CNN for Predicting the Bank Customer Satisfaction Part 1.mp4 |
79.93Мб |
037 CNN for Predicting the Bank Customer Satisfaction Part 2.en.srt |
19.42Кб |
037 CNN for Predicting the Bank Customer Satisfaction Part 2.mp4 |
142.14Мб |
038 CNN for Predicting the Bank Customer Satisfaction Part 3.en.srt |
9.87Кб |
038 CNN for Predicting the Bank Customer Satisfaction Part 3.mp4 |
85.44Мб |
039 CNN for Predicting the Bank Customer Satisfaction Part 4.en.srt |
7.26Кб |
039 CNN for Predicting the Bank Customer Satisfaction Part 4.mp4 |
62.50Мб |
040 CNN for Credit Card Fraud Detection Part 1.en.srt |
9.24Кб |
040 CNN for Credit Card Fraud Detection Part 1.mp4 |
85.54Мб |
041 CNN for Credit Card Fraud Detection Part 2.en.srt |
13.18Кб |
041 CNN for Credit Card Fraud Detection Part 2.mp4 |
101.62Мб |
042 CNN for Credit Card Fraud Detection Part 3.en.srt |
11.46Кб |
042 CNN for Credit Card Fraud Detection Part 3.mp4 |
91.04Мб |
043 CNN for Credit Card Fraud Detection Part 4.en.srt |
7.68Кб |
043 CNN for Credit Card Fraud Detection Part 4.mp4 |
61.68Мб |
044 Introduction to Recurrent Neural Networks.en.srt |
2.24Кб |
044 Introduction to Recurrent Neural Networks.mp4 |
39.58Мб |
045 Vanishing Gradient Problem.en.srt |
2.42Кб |
045 Vanishing Gradient Problem.mp4 |
39.06Мб |
046 LSTM and GRU.en.srt |
4.17Кб |
046 LSTM and GRU.mp4 |
59.85Мб |
047 RNN - LSTM for IMDB Review Classification Part 1.en.srt |
7.89Кб |
047 RNN - LSTM for IMDB Review Classification Part 1.mp4 |
58.64Мб |
048 RNN - LSTM for IMDB Review Classification Part 2.en.srt |
7.64Кб |
048 RNN - LSTM for IMDB Review Classification Part 2.mp4 |
54.18Мб |
049 RNN - LSTM for IMDB Review Classification Part 3.en.srt |
8.12Кб |
049 RNN - LSTM for IMDB Review Classification Part 3.mp4 |
62.90Мб |
050 RNN - LSTM for Image Classification Part 1.en.srt |
7.49Кб |
050 RNN - LSTM for Image Classification Part 1.mp4 |
53.69Мб |
051 RNN - LSTM for Image Classification Part 2.en.srt |
9.80Кб |
051 RNN - LSTM for Image Classification Part 2.mp4 |
78.52Мб |
052 RNN - LSTM for Image Classification Part 3.en.srt |
8.30Кб |
052 RNN - LSTM for Image Classification Part 3.mp4 |
64.97Мб |
053 Google Stock Price Prediction with RNN and LSTM Part 1.en.srt |
14.37Кб |
053 Google Stock Price Prediction with RNN and LSTM Part 1.mp4 |
110.17Мб |
054 Google Stock Price Prediction with RNN and LSTM Part 2.en.srt |
9.02Кб |
054 Google Stock Price Prediction with RNN and LSTM Part 2.mp4 |
54.65Мб |
055 Google Stock Price Prediction with RNN and LSTM Part 3.en.srt |
11.88Кб |
055 Google Stock Price Prediction with RNN and LSTM Part 3.mp4 |
83.58Мб |
056 Google Stock Price Prediction with RNN and LSTM Part 4.en.srt |
17.82Кб |
056 Google Stock Price Prediction with RNN and LSTM Part 4.mp4 |
118.41Мб |
057 Google Stock Price Prediction with RNN and LSTM Part 5.en.srt |
3.30Кб |
057 Google Stock Price Prediction with RNN and LSTM Part 5.mp4 |
21.99Мб |
058 Introduction to Transfer Learning.en.srt |
3.71Кб |
058 Introduction to Transfer Learning.mp4 |
47.45Мб |
059 Transfer Learning Part 1.en.srt |
10.07Кб |
059 Transfer Learning Part 1.mp4 |
80.19Мб |
060 Transfer Learning Part 2.en.srt |
7.97Кб |
060 Transfer Learning Part 2.mp4 |
57.90Мб |
061 Transfer Learning Part 3.en.srt |
8.95Кб |
061 Transfer Learning Part 3.mp4 |
76.44Мб |
062 Transfer Learning Part 4.en.srt |
6.42Кб |
062 Transfer Learning Part 4.mp4 |
47.73Мб |
063 Introduction to Natural Language Processing.en.srt |
4.54Кб |
063 Introduction to Natural Language Processing.mp4 |
67.93Мб |
064 NLTK Introduction and Installation.en.srt |
3.36Кб |
064 NLTK Introduction and Installation.mp4 |
29.88Мб |
065 Tokenization.en.srt |
8.33Кб |
065 Tokenization.mp4 |
86.76Мб |
066 Stemming.en.srt |
7.71Кб |
066 Stemming.mp4 |
81.67Мб |
067 Lemmatization.en.srt |
4.10Кб |
067 Lemmatization.mp4 |
31.51Мб |
068 Stop Words.en.srt |
8.87Кб |
068 Stop Words.mp4 |
98.54Мб |
069 POS Tagging.en.srt |
6.47Кб |
069 POS Tagging.mp4 |
74.39Мб |
070 Chunking.en.srt |
6.43Кб |
070 Chunking.mp4 |
68.08Мб |
071 Named Entity Recognition.en.srt |
6.32Кб |
071 Named Entity Recognition.mp4 |
68.46Мб |
072 Text Classification Part 1.en.srt |
13.76Кб |
072 Text Classification Part 1.mp4 |
130.99Мб |
073 Text Classification Part 2.en.srt |
11.77Кб |
073 Text Classification Part 2.mp4 |
140.01Мб |
074 Introduction to NumPy.en.srt |
1.11Кб |
074 Introduction to NumPy.mp4 |
16.29Мб |
075 Numpy Arrays Part 1.en.srt |
4.07Кб |
075 Numpy Arrays Part 1.mp4 |
16.75Мб |
076 Numpy Arrays Part 2.en.srt |
11.29Кб |
076 Numpy Arrays Part 2.mp4 |
53.96Мб |
077 Numpy Arrays Part 3.en.srt |
5.35Кб |
077 Numpy Arrays Part 3.mp4 |
27.25Мб |
078 Numpy Indexing and Selection Part 1.en.srt |
8.72Кб |
078 Numpy Indexing and Selection Part 1.mp4 |
45.13Мб |
079 Numpy Indexing and Selection Part 2.en.srt |
5.28Кб |
079 Numpy Indexing and Selection Part 2.mp4 |
26.60Мб |
080 Numpy Operations.en.srt |
4.25Кб |
080 Numpy Operations.mp4 |
29.25Мб |
081 Pandas Introduction.en.srt |
841б |
081 Pandas Introduction.mp4 |
12.54Мб |
082 Pandas Series.en.srt |
12.78Кб |
082 Pandas Series.mp4 |
70.01Мб |
083 DataFrames Part 1.en.srt |
14.00Кб |
083 DataFrames Part 1.mp4 |
78.00Мб |
084 DataFrames Part 2.en.srt |
12.01Кб |
084 DataFrames Part 2.mp4 |
55.29Мб |
085 DataFrames Part 3.en.srt |
11.35Кб |
085 DataFrames Part 3.mp4 |
56.42Мб |
086 Missing Data.en.srt |
7.95Кб |
086 Missing Data.mp4 |
35.29Мб |
087 Groupby Method.en.srt |
9.05Кб |
087 Groupby Method.mp4 |
49.10Мб |
088 Merging, Joining and Concatenating DataFrames.en.srt |
9.74Кб |
088 Merging, Joining and Concatenating DataFrames.mp4 |
57.25Мб |
089 Pandas Operations.en.srt |
9.39Кб |
089 Pandas Operations.mp4 |
38.80Мб |
090 Reading and Writing Files in Pandas.en.srt |
9.26Кб |
090 Reading and Writing Files in Pandas.mp4 |
46.47Мб |
091 Matplotlib Part 1 - Functional Method.en.srt |
12.69Кб |
091 Matplotlib Part 1 - Functional Method.mp4 |
90.63Мб |
092 Matplotlib Part 1 - Object Oriented Method.en.srt |
7.62Кб |
092 Matplotlib Part 1 - Object Oriented Method.mp4 |
44.01Мб |
093 Matplotlib Part 2 - Subplots Method.en.srt |
6.21Кб |
093 Matplotlib Part 2 - Subplots Method.mp4 |
37.77Мб |
094 Matplotlib Part 2 - Figure size, Aspect ratio and DPI.en.srt |
8.65Кб |
094 Matplotlib Part 2 - Figure size, Aspect ratio and DPI.mp4 |
53.94Мб |
095 Matplotlib Part 3.en.srt |
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095 Matplotlib Part 3.mp4 |
50.10Мб |
096 Matplotlib Part 4.en.srt |
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096 Matplotlib Part 4.mp4 |
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TutsNode.com.txt |
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