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Udemy - Machine Learning Natural Language Processing in Python (V2) (12.2024)
大小 6.77 GB
文件数 483
Info Hash: 8840C3F43D75D0566FB03736AF96184ED6CB3658
收录时间 2025-12-12 22:35:41
更新时间 2025-12-14 22:22:33
文件列表 (483)
1 - Introduction/1 -Introduction and Outline.mp4
72.97 MB
1 - Introduction/1 -Introduction and Outline.vtt
13.67 KB
1 - Introduction/2 -Are You Beginner, Intermediate, or Advanced All are OK!.mp4
26.66 MB
1 - Introduction/2 -Are You Beginner, Intermediate, or Advanced All are OK!.vtt
6.37 KB
1 - Introduction/subtitles/1 -Introduction and Outline.ko_KR.vtt
13.4 KB
1 - Introduction/subtitles/2 -Are You Beginner, Intermediate, or Advanced All are OK!.ko_KR.vtt
6.33 KB
10 - Sentiment Analysis/1 -Sentiment Analysis - Problem Description.mp4
42.7 MB
10 - Sentiment Analysis/1 -Sentiment Analysis - Problem Description.vtt
8.66 KB
10 - Sentiment Analysis/2 -Logistic Regression Intuition (pt 1).mp4
63.57 MB
10 - Sentiment Analysis/2 -Logistic Regression Intuition (pt 1).vtt
19.71 KB
10 - Sentiment Analysis/3 -Multiclass Logistic Regression (pt 2).mp4
23.61 MB
10 - Sentiment Analysis/3 -Multiclass Logistic Regression (pt 2).vtt
7.44 KB
10 - Sentiment Analysis/4 -Logistic Regression Training and Interpretation (pt 3).mp4
39.63 MB
10 - Sentiment Analysis/4 -Logistic Regression Training and Interpretation (pt 3).vtt
9.51 KB
10 - Sentiment Analysis/5 -Sentiment Analysis - Exercise Prompt.mp4
16.55 MB
10 - Sentiment Analysis/5 -Sentiment Analysis - Exercise Prompt.vtt
4.5 KB
10 - Sentiment Analysis/6 -Sentiment Analysis in Python (pt 1).mp4
63.15 MB
10 - Sentiment Analysis/6 -Sentiment Analysis in Python (pt 1).vtt
10.22 KB
10 - Sentiment Analysis/7 -Sentiment Analysis in Python (pt 2).mp4
51.96 MB
10 - Sentiment Analysis/7 -Sentiment Analysis in Python (pt 2).vtt
8.51 KB
10 - Sentiment Analysis/subtitles/1 -Sentiment Analysis - Problem Description.ko_KR.vtt
8.63 KB
10 - Sentiment Analysis/subtitles/2 -Logistic Regression Intuition (pt 1).ko_KR.vtt
18.89 KB
10 - Sentiment Analysis/subtitles/3 -Multiclass Logistic Regression (pt 2).ko_KR.vtt
7.33 KB
10 - Sentiment Analysis/subtitles/4 -Logistic Regression Training and Interpretation (pt 3).ko_KR.vtt
9.04 KB
10 - Sentiment Analysis/subtitles/5 -Sentiment Analysis - Exercise Prompt.ko_KR.vtt
4.4 KB
10 - Sentiment Analysis/subtitles/6 -Sentiment Analysis in Python (pt 1).ko_KR.vtt
10.19 KB
10 - Sentiment Analysis/subtitles/7 -Sentiment Analysis in Python (pt 2).ko_KR.vtt
8.63 KB
11 - Text Summarization/1 -Text Summarization Section Introduction.mp4
25.75 MB
11 - Text Summarization/1 -Text Summarization Section Introduction.vtt
6.65 KB
11 - Text Summarization/10 -Text Summarization Section Summary.mp4
20.1 MB
11 - Text Summarization/10 -Text Summarization Section Summary.vtt
3.9 KB
11 - Text Summarization/2 -Text Summarization Using Vectors.mp4
25.77 MB
11 - Text Summarization/2 -Text Summarization Using Vectors.vtt
6.42 KB
11 - Text Summarization/3 -Text Summarization Exercise Prompt.mp4
8.1 MB
11 - Text Summarization/3 -Text Summarization Exercise Prompt.vtt
2.04 KB
11 - Text Summarization/4 -Text Summarization in Python.mp4
78.15 MB
11 - Text Summarization/4 -Text Summarization in Python.vtt
13.21 KB
11 - Text Summarization/5 -TextRank Intuition.mp4
45.92 MB
11 - Text Summarization/5 -TextRank Intuition.vtt
9.61 KB
11 - Text Summarization/6 -TextRank - How It Really Works (Advanced).mp4
49.31 MB
11 - Text Summarization/6 -TextRank - How It Really Works (Advanced).vtt
11.9 KB
11 - Text Summarization/7 -TextRank Exercise Prompt (Advanced).mp4
7.47 MB
11 - Text Summarization/7 -TextRank Exercise Prompt (Advanced).vtt
1.54 KB
11 - Text Summarization/8 -TextRank in Python (Advanced).mp4
82.3 MB
11 - Text Summarization/8 -TextRank in Python (Advanced).vtt
14.97 KB
11 - Text Summarization/9 -Text Summarization in Python - The Easy Way (Beginner).mp4
45.17 MB
11 - Text Summarization/9 -Text Summarization in Python - The Easy Way (Beginner).vtt
6.87 KB
11 - Text Summarization/subtitles/1 -Text Summarization Section Introduction.ko_KR.vtt
6.3 KB
11 - Text Summarization/subtitles/10 -Text Summarization Section Summary.ko_KR.vtt
3.8 KB
11 - Text Summarization/subtitles/2 -Text Summarization Using Vectors.ko_KR.vtt
6.31 KB
11 - Text Summarization/subtitles/3 -Text Summarization Exercise Prompt.ko_KR.vtt
2.06 KB
11 - Text Summarization/subtitles/4 -Text Summarization in Python.ko_KR.vtt
13.36 KB
11 - Text Summarization/subtitles/5 -TextRank Intuition.ko_KR.vtt
9.41 KB
11 - Text Summarization/subtitles/6 -TextRank - How It Really Works (Advanced).ko_KR.vtt
11.58 KB
11 - Text Summarization/subtitles/7 -TextRank Exercise Prompt (Advanced).ko_KR.vtt
1.55 KB
11 - Text Summarization/subtitles/8 -TextRank in Python (Advanced).ko_KR.vtt
14.51 KB
11 - Text Summarization/subtitles/9 -Text Summarization in Python - The Easy Way (Beginner).ko_KR.vtt
6.66 KB
12 - Topic Modeling/1 -Topic Modeling Section Introduction.mp4
17.04 MB
12 - Topic Modeling/1 -Topic Modeling Section Introduction.vtt
3.64 KB
12 - Topic Modeling/2 -Latent Dirichlet Allocation (LDA) - Essentials.mp4
55.18 MB
12 - Topic Modeling/2 -Latent Dirichlet Allocation (LDA) - Essentials.vtt
13.33 KB
12 - Topic Modeling/3 -LDA - Code Preparation.mp4
14.51 MB
12 - Topic Modeling/3 -LDA - Code Preparation.vtt
4.33 KB
12 - Topic Modeling/4 -LDA - Maybe Useful Picture (Optional).mp4
8.98 MB
12 - Topic Modeling/4 -LDA - Maybe Useful Picture (Optional).vtt
2.22 KB
12 - Topic Modeling/5 -Latent Dirichlet Allocation (LDA) - Intuition (Advanced).mp4
60.18 MB
12 - Topic Modeling/5 -Latent Dirichlet Allocation (LDA) - Intuition (Advanced).vtt
17.63 KB
12 - Topic Modeling/6 -Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.mp4
72.38 MB
12 - Topic Modeling/6 -Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.vtt
11.63 KB
12 - Topic Modeling/7 -Non-Negative Matrix Factorization (NMF) Intuition.mp4
52.48 MB
12 - Topic Modeling/7 -Non-Negative Matrix Factorization (NMF) Intuition.vtt
12.11 KB
12 - Topic Modeling/8 -Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.mp4
36.03 MB
12 - Topic Modeling/8 -Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.vtt
4.3 KB
12 - Topic Modeling/9 -Topic Modeling Section Summary.mp4
9.81 MB
12 - Topic Modeling/9 -Topic Modeling Section Summary.vtt
1.76 KB
12 - Topic Modeling/subtitles/1 -Topic Modeling Section Introduction.ko_KR.vtt
3.83 KB
12 - Topic Modeling/subtitles/2 -Latent Dirichlet Allocation (LDA) - Essentials.ko_KR.vtt
13.46 KB
12 - Topic Modeling/subtitles/3 -LDA - Code Preparation.ko_KR.vtt
4.51 KB
12 - Topic Modeling/subtitles/4 -LDA - Maybe Useful Picture (Optional).ko_KR.vtt
2.33 KB
12 - Topic Modeling/subtitles/5 -Latent Dirichlet Allocation (LDA) - Intuition (Advanced).ko_KR.vtt
17.58 KB
12 - Topic Modeling/subtitles/6 -Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.ko_KR.vtt
11.89 KB
12 - Topic Modeling/subtitles/7 -Non-Negative Matrix Factorization (NMF) Intuition.ko_KR.vtt
11.85 KB
12 - Topic Modeling/subtitles/8 -Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.ko_KR.vtt
4.37 KB
12 - Topic Modeling/subtitles/9 -Topic Modeling Section Summary.ko_KR.vtt
1.86 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/1 -LSA LSI Section Introduction.mp4
20.95 MB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/1 -LSA LSI Section Introduction.vtt
4.57 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/2 -SVD (Singular Value Decomposition) Intuition.mp4
81.84 MB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/2 -SVD (Singular Value Decomposition) Intuition.vtt
13.49 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/3 -LSA LSI Applying SVD to NLP.mp4
34.42 MB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/3 -LSA LSI Applying SVD to NLP.vtt
8.99 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/4 -Latent Semantic Analysis Latent Semantic Indexing in Python.mp4
57.55 MB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/4 -Latent Semantic Analysis Latent Semantic Indexing in Python.vtt
8.86 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/5 -LSA LSI Exercises.mp4
29.05 MB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/5 -LSA LSI Exercises.vtt
6.48 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/subtitles/1 -LSA LSI Section Introduction.ko_KR.vtt
4.94 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/subtitles/2 -SVD (Singular Value Decomposition) Intuition.ko_KR.vtt
12.78 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/subtitles/3 -LSA LSI Applying SVD to NLP.ko_KR.vtt
8.9 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/subtitles/4 -Latent Semantic Analysis Latent Semantic Indexing in Python.ko_KR.vtt
8.89 KB
13 - Latent Semantic Analysis (Latent Semantic Indexing)/subtitles/5 -LSA LSI Exercises.ko_KR.vtt
6.52 KB
14 - Deep Learning (Introduction)/1 -Deep Learning Introduction (Intermediate-Advanced).mp4
24.52 MB
14 - Deep Learning (Introduction)/1 -Deep Learning Introduction (Intermediate-Advanced).vtt
5.96 KB
14 - Deep Learning (Introduction)/subtitles/1 -Deep Learning Introduction (Intermediate-Advanced).ko_KR.vtt
5.69 KB
15 - The Neuron/1 -The Neuron - Section Introduction.mp4
11.01 MB
15 - The Neuron/1 -The Neuron - Section Introduction.vtt
2.63 KB
15 - The Neuron/2 -Fitting a Line.mp4
68.61 MB
15 - The Neuron/2 -Fitting a Line.vtt
16.1 KB
15 - The Neuron/3 -Classification Code Preparation.mp4
32.88 MB
15 - The Neuron/3 -Classification Code Preparation.vtt
8.35 KB
15 - The Neuron/4 -Text Classification in Tensorflow.mp4
81.66 MB
15 - The Neuron/4 -Text Classification in Tensorflow.vtt
10.29 KB
15 - The Neuron/5 -The Neuron.mp4
45.25 MB
15 - The Neuron/5 -The Neuron.vtt
11.12 KB
15 - The Neuron/6 -How does a model learn.mp4
51.58 MB
15 - The Neuron/6 -How does a model learn.vtt
12.56 KB
15 - The Neuron/7 -The Neuron - Section Summary.mp4
10.31 MB
15 - The Neuron/7 -The Neuron - Section Summary.vtt
1.96 KB
15 - The Neuron/subtitles/1 -The Neuron - Section Introduction.ko_KR.vtt
2.38 KB
15 - The Neuron/subtitles/2 -Fitting a Line.ko_KR.vtt
16.29 KB
15 - The Neuron/subtitles/3 -Classification Code Preparation.ko_KR.vtt
8.15 KB
15 - The Neuron/subtitles/4 -Text Classification in Tensorflow.ko_KR.vtt
10.54 KB
15 - The Neuron/subtitles/5 -The Neuron.ko_KR.vtt
10.39 KB
15 - The Neuron/subtitles/6 -How does a model learn.ko_KR.vtt
12.24 KB
15 - The Neuron/subtitles/7 -The Neuron - Section Summary.ko_KR.vtt
2 KB
16 - Feedforward Artificial Neural Networks/1 -ANN - Section Introduction.mp4
38.63 MB
16 - Feedforward Artificial Neural Networks/1 -ANN - Section Introduction.vtt
8.21 KB
16 - Feedforward Artificial Neural Networks/10 -Embeddings.mp4
42.28 MB
16 - Feedforward Artificial Neural Networks/10 -Embeddings.vtt
11.07 KB
16 - Feedforward Artificial Neural Networks/11 -CBOW (Advanced).mp4
15.77 MB
16 - Feedforward Artificial Neural Networks/11 -CBOW (Advanced).vtt
4.6 KB
16 - Feedforward Artificial Neural Networks/12 -CBOW Exercise Prompt.mp4
5.02 MB
16 - Feedforward Artificial Neural Networks/12 -CBOW Exercise Prompt.vtt
883 B
16 - Feedforward Artificial Neural Networks/13 -CBOW in Tensorflow (Advanced).mp4
117.55 MB
16 - Feedforward Artificial Neural Networks/13 -CBOW in Tensorflow (Advanced).vtt
17.73 KB
16 - Feedforward Artificial Neural Networks/14 -ANN - Section Summary.mp4
7.6 MB
16 - Feedforward Artificial Neural Networks/14 -ANN - Section Summary.vtt
1.69 KB
16 - Feedforward Artificial Neural Networks/15 -Aside How to Choose Hyperparameters (Optional).mp4
38.07 MB
16 - Feedforward Artificial Neural Networks/15 -Aside How to Choose Hyperparameters (Optional).vtt
7.52 KB
16 - Feedforward Artificial Neural Networks/2 -Forward Propagation.mp4
46.72 MB
16 - Feedforward Artificial Neural Networks/2 -Forward Propagation.vtt
10.97 KB
16 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.mp4
56.53 MB
16 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.vtt
10.38 KB
16 - Feedforward Artificial Neural Networks/4 -Activation Functions.mp4
89.31 MB
16 - Feedforward Artificial Neural Networks/4 -Activation Functions.vtt
20.05 KB
16 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.mp4
44.41 MB
16 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.vtt
9.94 KB
16 - Feedforward Artificial Neural Networks/6 -ANN Code Preparation.mp4
20.14 MB
16 - Feedforward Artificial Neural Networks/6 -ANN Code Preparation.vtt
5.26 KB
16 - Feedforward Artificial Neural Networks/7 -Text Classification ANN in Tensorflow.mp4
36.12 MB
16 - Feedforward Artificial Neural Networks/7 -Text Classification ANN in Tensorflow.vtt
4.43 KB
16 - Feedforward Artificial Neural Networks/8 -Text Preprocessing Code Preparation.mp4
49.99 MB
16 - Feedforward Artificial Neural Networks/8 -Text Preprocessing Code Preparation.vtt
13.04 KB
16 - Feedforward Artificial Neural Networks/9 -Text Preprocessing in Tensorflow.mp4
30.93 MB
16 - Feedforward Artificial Neural Networks/9 -Text Preprocessing in Tensorflow.vtt
5.5 KB
16 - Feedforward Artificial Neural Networks/subtitles/1 -ANN - Section Introduction.ko_KR.vtt
7.85 KB
16 - Feedforward Artificial Neural Networks/subtitles/10 -Embeddings.ko_KR.vtt
11.04 KB
16 - Feedforward Artificial Neural Networks/subtitles/11 -CBOW (Advanced).ko_KR.vtt
4.51 KB
16 - Feedforward Artificial Neural Networks/subtitles/12 -CBOW Exercise Prompt.ko_KR.vtt
907 B
16 - Feedforward Artificial Neural Networks/subtitles/13 -CBOW in Tensorflow (Advanced).ko_KR.vtt
18.13 KB
16 - Feedforward Artificial Neural Networks/subtitles/14 -ANN - Section Summary.ko_KR.vtt
1.63 KB
16 - Feedforward Artificial Neural Networks/subtitles/15 -Aside How to Choose Hyperparameters (Optional).ko_KR.vtt
7.32 KB
16 - Feedforward Artificial Neural Networks/subtitles/2 -Forward Propagation.ko_KR.vtt
10.34 KB
16 - Feedforward Artificial Neural Networks/subtitles/3 -The Geometrical Picture.ko_KR.vtt
10.19 KB
16 - Feedforward Artificial Neural Networks/subtitles/4 -Activation Functions.ko_KR.vtt
19.22 KB
16 - Feedforward Artificial Neural Networks/subtitles/5 -Multiclass Classification.ko_KR.vtt
9.78 KB
16 - Feedforward Artificial Neural Networks/subtitles/6 -ANN Code Preparation.ko_KR.vtt
5.36 KB
16 - Feedforward Artificial Neural Networks/subtitles/7 -Text Classification ANN in Tensorflow.ko_KR.vtt
4.44 KB
16 - Feedforward Artificial Neural Networks/subtitles/8 -Text Preprocessing Code Preparation.ko_KR.vtt
13.03 KB
16 - Feedforward Artificial Neural Networks/subtitles/9 -Text Preprocessing in Tensorflow.ko_KR.vtt
5.31 KB
17 - Convolutional Neural Networks/1 -CNN - Section Introduction.mp4
25.62 MB
17 - Convolutional Neural Networks/1 -CNN - Section Introduction.vtt
5.22 KB
17 - Convolutional Neural Networks/2 -What is Convolution.mp4
79.86 MB
17 - Convolutional Neural Networks/2 -What is Convolution.vtt
18.02 KB
17 - Convolutional Neural Networks/3 -What is Convolution (Pattern Matching).mp4
24.62 MB
17 - Convolutional Neural Networks/3 -What is Convolution (Pattern Matching).vtt
6.14 KB
17 - Convolutional Neural Networks/4 -What is Convolution (Weight Sharing).mp4
29.81 MB
17 - Convolutional Neural Networks/4 -What is Convolution (Weight Sharing).vtt
7.05 KB
17 - Convolutional Neural Networks/5 -Convolution on Color Images.mp4
75.19 MB
17 - Convolutional Neural Networks/5 -Convolution on Color Images.vtt
18.3 KB
17 - Convolutional Neural Networks/6 -CNN Architecture.mp4
89.28 MB
17 - Convolutional Neural Networks/6 -CNN Architecture.vtt
25 KB
17 - Convolutional Neural Networks/7 -CNNs for Text.mp4
40.48 MB
17 - Convolutional Neural Networks/7 -CNNs for Text.vtt
8.58 KB
17 - Convolutional Neural Networks/8 -Convolutional Neural Network for NLP in Tensorflow.mp4
42.04 MB
17 - Convolutional Neural Networks/8 -Convolutional Neural Network for NLP in Tensorflow.vtt
4.41 KB
17 - Convolutional Neural Networks/9 -CNN - Section Summary.mp4
8.19 MB
17 - Convolutional Neural Networks/9 -CNN - Section Summary.vtt
1.48 KB
17 - Convolutional Neural Networks/subtitles/1 -CNN - Section Introduction.ko_KR.vtt
5.12 KB
17 - Convolutional Neural Networks/subtitles/2 -What is Convolution.ko_KR.vtt
17.99 KB
17 - Convolutional Neural Networks/subtitles/3 -What is Convolution (Pattern Matching).ko_KR.vtt
5.8 KB
17 - Convolutional Neural Networks/subtitles/4 -What is Convolution (Weight Sharing).ko_KR.vtt
6.94 KB
17 - Convolutional Neural Networks/subtitles/5 -Convolution on Color Images.ko_KR.vtt
17.3 KB
17 - Convolutional Neural Networks/subtitles/6 -CNN Architecture.ko_KR.vtt
24.52 KB
17 - Convolutional Neural Networks/subtitles/7 -CNNs for Text.ko_KR.vtt
8.4 KB
17 - Convolutional Neural Networks/subtitles/8 -Convolutional Neural Network for NLP in Tensorflow.ko_KR.vtt
4.53 KB
17 - Convolutional Neural Networks/subtitles/9 -CNN - Section Summary.ko_KR.vtt
1.47 KB
18 - Recurrent Neural Networks/1 -RNN - Section Introduction.mp4
20.9 MB
18 - Recurrent Neural Networks/1 -RNN - Section Introduction.vtt
5.61 KB
18 - Recurrent Neural Networks/10 -Named Entity Recognition (NER) in Tensorflow.mp4
31.54 MB
18 - Recurrent Neural Networks/10 -Named Entity Recognition (NER) in Tensorflow.vtt
5.35 KB
18 - Recurrent Neural Networks/11 -Exercise Return to CNNs (Advanced).mp4
14.55 MB
18 - Recurrent Neural Networks/11 -Exercise Return to CNNs (Advanced).vtt
3.63 KB
18 - Recurrent Neural Networks/12 -RNN - Section Summary.mp4
9.09 MB
18 - Recurrent Neural Networks/12 -RNN - Section Summary.vtt
2.03 KB
18 - Recurrent Neural Networks/2 -Simple RNN Elman Unit (pt 1).mp4
40.83 MB
18 - Recurrent Neural Networks/2 -Simple RNN Elman Unit (pt 1).vtt
10.17 KB
18 - Recurrent Neural Networks/3 -Simple RNN Elman Unit (pt 2).mp4
41.18 MB
18 - Recurrent Neural Networks/3 -Simple RNN Elman Unit (pt 2).vtt
11.36 KB
18 - Recurrent Neural Networks/4 -RNN Code Preparation.mp4
42.14 MB
18 - Recurrent Neural Networks/4 -RNN Code Preparation.vtt
11.06 KB
18 - Recurrent Neural Networks/5 -RNNs Paying Attention to Shapes.mp4
57.17 MB
18 - Recurrent Neural Networks/5 -RNNs Paying Attention to Shapes.vtt
8.87 KB
18 - Recurrent Neural Networks/6 -GRU and LSTM (pt 1).mp4
82.25 MB
18 - Recurrent Neural Networks/6 -GRU and LSTM (pt 1).vtt
20.25 KB
18 - Recurrent Neural Networks/7 -GRU and LSTM (pt 2).mp4
50.34 MB
18 - Recurrent Neural Networks/7 -GRU and LSTM (pt 2).vtt
13.19 KB
18 - Recurrent Neural Networks/8 -RNN for Text Classification in Tensorflow.mp4
45.91 MB
18 - Recurrent Neural Networks/8 -RNN for Text Classification in Tensorflow.vtt
4.88 KB
18 - Recurrent Neural Networks/9 -Parts-of-Speech (POS) Tagging in Tensorflow.mp4
145.1 MB
18 - Recurrent Neural Networks/9 -Parts-of-Speech (POS) Tagging in Tensorflow.vtt
19.81 KB
18 - Recurrent Neural Networks/subtitles/1 -RNN - Section Introduction.ko_KR.vtt
5.55 KB
18 - Recurrent Neural Networks/subtitles/10 -Named Entity Recognition (NER) in Tensorflow.ko_KR.vtt
5.42 KB
18 - Recurrent Neural Networks/subtitles/11 -Exercise Return to CNNs (Advanced).ko_KR.vtt
3.65 KB
18 - Recurrent Neural Networks/subtitles/12 -RNN - Section Summary.ko_KR.vtt
2.03 KB
18 - Recurrent Neural Networks/subtitles/2 -Simple RNN Elman Unit (pt 1).ko_KR.vtt
9.81 KB
18 - Recurrent Neural Networks/subtitles/3 -Simple RNN Elman Unit (pt 2).ko_KR.vtt
11.2 KB
18 - Recurrent Neural Networks/subtitles/4 -RNN Code Preparation.ko_KR.vtt
11.14 KB
18 - Recurrent Neural Networks/subtitles/5 -RNNs Paying Attention to Shapes.ko_KR.vtt
8.64 KB
18 - Recurrent Neural Networks/subtitles/6 -GRU and LSTM (pt 1).ko_KR.vtt
19.47 KB
18 - Recurrent Neural Networks/subtitles/7 -GRU and LSTM (pt 2).ko_KR.vtt
12.49 KB
18 - Recurrent Neural Networks/subtitles/8 -RNN for Text Classification in Tensorflow.ko_KR.vtt
5.03 KB
18 - Recurrent Neural Networks/subtitles/9 -Parts-of-Speech (POS) Tagging in Tensorflow.ko_KR.vtt
19.9 KB
19 - Course Conclusion/1 -What to Learn Next.mp4
37.38 MB
19 - Course Conclusion/1 -What to Learn Next.vtt
8 KB
19 - Course Conclusion/2 -Where is BERT, ChatGPT, GPT-4,.mp4
42.82 MB
19 - Course Conclusion/2 -Where is BERT, ChatGPT, GPT-4,.vtt
9.18 KB
19 - Course Conclusion/subtitles/1 -What to Learn Next.ko_KR.vtt
8.02 KB
19 - Course Conclusion/subtitles/2 -Where is BERT, ChatGPT, GPT-4,.ko_KR.vtt
8.69 KB
2 - Getting Set Up/1 -Code Link.url
87 B
2 - Getting Set Up/1 -Github Link.url
101 B
2 - Getting Set Up/1 -Where To Get the Code.mp4
22.52 MB
2 - Getting Set Up/1 -Where To Get the Code.vtt
5.95 KB
2 - Getting Set Up/2 -How to Succeed in This Course.mp4
16.26 MB
2 - Getting Set Up/2 -How to Succeed in This Course.vtt
3.91 KB
2 - Getting Set Up/3 -Temporary 403 Errors.mp4
21.99 MB
2 - Getting Set Up/3 -Temporary 403 Errors.vtt
3.22 KB
2 - Getting Set Up/subtitles/1 -Where To Get the Code.ko_KR.vtt
6.2 KB
2 - Getting Set Up/subtitles/2 -How to Succeed in This Course.ko_KR.vtt
3.89 KB
2 - Getting Set Up/subtitles/3 -Temporary 403 Errors.ko_KR.vtt
3.22 KB
20 - Setting Up Your Environment FAQ/1 -Pre-Installation Check.mp4
22.75 MB
20 - Setting Up Your Environment FAQ/1 -Pre-Installation Check.vtt
5.74 KB
20 - Setting Up Your Environment FAQ/2 -Anaconda Environment Setup.mp4
52.63 MB
20 - Setting Up Your Environment FAQ/2 -Anaconda Environment Setup.vtt
17.41 KB
20 - Setting Up Your Environment FAQ/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
50.9 MB
20 - Setting Up Your Environment FAQ/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
12.58 KB
20 - Setting Up Your Environment FAQ/subtitles/1 -Pre-Installation Check.ko_KR.vtt
5.66 KB
20 - Setting Up Your Environment FAQ/subtitles/2 -Anaconda Environment Setup.ko_KR.vtt
18.1 KB
20 - Setting Up Your Environment FAQ/subtitles/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.ko_KR.vtt
12.97 KB
21 - Extra Help With Python Coding for Beginners FAQ/1 -How to Code by Yourself (part 1).mp4
71.86 MB
21 - Extra Help With Python Coding for Beginners FAQ/1 -How to Code by Yourself (part 1).vtt
19.81 KB
21 - Extra Help With Python Coding for Beginners FAQ/2 -How to Code by Yourself (part 2).mp4
49.15 MB
21 - Extra Help With Python Coding for Beginners FAQ/2 -How to Code by Yourself (part 2).vtt
11.68 KB
21 - Extra Help With Python Coding for Beginners FAQ/3 -Proof that using Jupyter Notebook is the same as not using it.mp4
69.42 MB
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21 - Extra Help With Python Coding for Beginners FAQ/4 -Data Links.url
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21 - Extra Help With Python Coding for Beginners FAQ/4 -Github Link.url
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21 - Extra Help With Python Coding for Beginners FAQ/6 -How to use Github & Extra Coding Tips (Optional).mp4
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21 - Extra Help With Python Coding for Beginners FAQ/subtitles/1 -How to Code by Yourself (part 1).ko_KR.vtt
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22 - Effective Learning Strategies for Machine Learning FAQ/1 -How to Succeed in this Course (Long Version).mp4
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22 - Effective Learning Strategies for Machine Learning FAQ/2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
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22 - Effective Learning Strategies for Machine Learning FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
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22 - Effective Learning Strategies for Machine Learning FAQ/4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
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22 - Effective Learning Strategies for Machine Learning FAQ/subtitles/1 -How to Succeed in this Course (Long Version).ko_KR.vtt
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22 - Effective Learning Strategies for Machine Learning FAQ/subtitles/2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.ko_KR.vtt
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22 - Effective Learning Strategies for Machine Learning FAQ/subtitles/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).ko_KR.vtt
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23 - Appendix FAQ Finale/1 -What is the Appendix.mp4
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3 - Vector Models and Text Preprocessing/1 -Vector Models & Text Preprocessing Intro.mp4
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3 - Vector Models and Text Preprocessing/21 -How To Do NLP In Other Languages.mp4
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3 - Vector Models and Text Preprocessing/9 -Stemming and Lemmatization Demo.mp4
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3 - Vector Models and Text Preprocessing/subtitles/1 -Vector Models & Text Preprocessing Intro.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/10 -Count Vectorizer (Code).ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/11 -Vector Similarity.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/12 -TF-IDF (Theory).ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/13 -(Interactive) Recommender Exercise Prompt.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/14 -TF-IDF (Code).ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/15 -Word-to-Index Mapping.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/17 -Neural Word Embeddings.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/19 -Vector Models & Text Preprocessing Summary.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/2 -Basic Definitions for NLP.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/20 -Text Summarization Preview.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/21 -How To Do NLP In Other Languages.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/22 -Suggestion Box.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/3 -What is a Vector.ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/5 -Count Vectorizer (Theory).ko_KR.vtt
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3 - Vector Models and Text Preprocessing/subtitles/6 -Tokenization.ko_KR.vtt
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4 - Probabilistic Models (Introduction)/1 -Probabilistic Models (Introduction).mp4
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5 - Markov Models (Intermediate)/1 -Markov Models Section Introduction.mp4
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5 - Markov Models (Intermediate)/13 -Markov Models Section Summary.mp4
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5 - Markov Models (Intermediate)/2 -The Markov Property.mp4
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7 - Cipher Decryption (Advanced)/1 -Section Introduction.mp4
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7 - Cipher Decryption (Advanced)/14 -Section Conclusion.mp4
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7 - Cipher Decryption (Advanced)/4 -Genetic Algorithms.mp4
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7 - Cipher Decryption (Advanced)/subtitles/1 -Section Introduction.ko_KR.vtt
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7 - Cipher Decryption (Advanced)/subtitles/13 -Real-World Application Acoustic Keylogger.ko_KR.vtt
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7 - Cipher Decryption (Advanced)/subtitles/14 -Section Conclusion.ko_KR.vtt
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8 - Machine Learning Models (Introduction)/1 -Machine Learning Models (Introduction).mp4
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8 - Machine Learning Models (Introduction)/subtitles/1 -Machine Learning Models (Introduction).ko_KR.vtt
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9 - Spam Detection/1 -Spam Detection - Problem Description.mp4
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9 - Spam Detection/2 -Naive Bayes Intuition.mp4
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9 - Spam Detection/3 -Spam Detection - Exercise Prompt.mp4
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9 - Spam Detection/4 -Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4
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9 - Spam Detection/6 -Spam Detection in Python.mp4
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9 - Spam Detection/6 -Spam Detection in Python.vtt
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9 - Spam Detection/subtitles/1 -Spam Detection - Problem Description.ko_KR.vtt
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9 - Spam Detection/subtitles/2 -Naive Bayes Intuition.ko_KR.vtt
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9 - Spam Detection/subtitles/3 -Spam Detection - Exercise Prompt.ko_KR.vtt
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9 - Spam Detection/subtitles/4 -Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).ko_KR.vtt
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9 - Spam Detection/subtitles/5 -Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).ko_KR.vtt
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9 - Spam Detection/subtitles/6 -Spam Detection in Python.ko_KR.vtt
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