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Natural Language Processing - Machine Learning Models in Python
大小 788.77 MB
文件数 90
Info Hash: C06CBBA477B5B4D51D76F23260A44C8DA7FAA7F1
收录时间 2026-01-20 21:10:07
更新时间 2026-01-20 21:10:07
文件列表 (90)
Chapter 3 Spam Detection/006. Spam Detection in Python.mp4
53.54 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4
18.99 MB
Chapter 1 Welcome/002. Special Offer.en.srt
1.67 KB
Chapter 1 Welcome/002. Special Offer.mp4
3.16 MB
Chapter 2 Getting Set Up/001. Where To Get the Code.en.srt
4.01 KB
Chapter 2 Getting Set Up/001. Where To Get the Code.mp4
7.02 MB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.en.srt
4.64 KB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.mp4
6.33 MB
Chapter 3 Spam Detection/001. Spam Detection - Problem Description.en.srt
9.31 KB
Chapter 3 Spam Detection/001. Spam Detection - Problem Description.mp4
15.09 MB
Chapter 3 Spam Detection/002. Naive Bayes Intuition.en.srt
16.06 KB
Chapter 3 Spam Detection/002. Naive Bayes Intuition.mp4
26.2 MB
Chapter 3 Spam Detection/003. Spam Detection - Exercise Prompt.en.srt
2.82 KB
Chapter 3 Spam Detection/003. Spam Detection - Exercise Prompt.mp4
4.29 MB
Chapter 3 Spam Detection/004. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).en.srt
17.93 KB
Chapter 3 Spam Detection/004. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4
29.18 MB
Chapter 3 Spam Detection/005. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).en.srt
14.95 KB
Chapter 3 Spam Detection/005. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4
26.69 MB
Chapter 3 Spam Detection/006. Spam Detection in Python.en.srt
20.54 KB
Chapter 1 Welcome/001. Introduction and Outline.en.srt
11.96 KB
Chapter 4 Sentiment Analysis/001. Sentiment Analysis - Problem Description.en.srt
10.41 KB
Chapter 4 Sentiment Analysis/001. Sentiment Analysis - Problem Description.mp4
19.86 MB
Chapter 4 Sentiment Analysis/002. Logistic Regression Intuition (pt 1).en.srt
23.96 KB
Chapter 4 Sentiment Analysis/002. Logistic Regression Intuition (pt 1).mp4
34.1 MB
Chapter 4 Sentiment Analysis/003. Multiclass Logistic Regression (pt 2).en.srt
8.93 KB
Chapter 4 Sentiment Analysis/003. Multiclass Logistic Regression (pt 2).mp4
12.84 MB
Chapter 4 Sentiment Analysis/004. Logistic Regression Training and Interpretation.en.srt
11.37 KB
Chapter 4 Sentiment Analysis/004. Logistic Regression Training and Interpretation.mp4
20.42 MB
Chapter 4 Sentiment Analysis/005. Sentiment Analysis - Exercise Prompt.en.srt
5.56 KB
Chapter 4 Sentiment Analysis/005. Sentiment Analysis - Exercise Prompt.mp4
8.46 MB
Chapter 4 Sentiment Analysis/006. Sentiment Analysis in Python (pt 1).en.srt
12.13 KB
Chapter 4 Sentiment Analysis/006. Sentiment Analysis in Python (pt 1).mp4
29.6 MB
Chapter 4 Sentiment Analysis/007. Sentiment Analysis in Python (pt 2).en.srt
9.8 KB
Chapter 4 Sentiment Analysis/007. Sentiment Analysis in Python (pt 2).mp4
23.74 MB
Chapter 5 Text Summarization/001. Text Summarization Section Introduction.en.srt
8.03 KB
Chapter 5 Text Summarization/001. Text Summarization Section Introduction.mp4
12.64 MB
Chapter 5 Text Summarization/002. Text Summarization Using Vectors.en.srt
7.54 KB
Chapter 5 Text Summarization/002. Text Summarization Using Vectors.mp4
12.77 MB
Chapter 5 Text Summarization/003. Text Summarization Exercise Prompt.en.srt
2.38 KB
Chapter 5 Text Summarization/003. Text Summarization Exercise Prompt.mp4
3.94 MB
Chapter 5 Text Summarization/004. Text Summarization in Python.en.srt
16.21 KB
Chapter 5 Text Summarization/004. Text Summarization in Python.mp4
37.24 MB
Chapter 5 Text Summarization/005. TextRank Intuition.en.srt
11.7 KB
Chapter 5 Text Summarization/005. TextRank Intuition.mp4
21.27 MB
Chapter 5 Text Summarization/006. TextRank - How It Really Works (Advanced).en.srt
14.35 KB
Chapter 5 Text Summarization/006. TextRank - How It Really Works (Advanced).mp4
24.69 MB
Chapter 5 Text Summarization/007. TextRank Exercise Prompt (Advanced).en.srt
1.76 KB
Chapter 5 Text Summarization/007. TextRank Exercise Prompt (Advanced).mp4
3.4 MB
Chapter 5 Text Summarization/008. TextRank in Python (Advanced).en.srt
18.44 KB
Chapter 5 Text Summarization/008. TextRank in Python (Advanced).mp4
39.02 MB
Chapter 5 Text Summarization/009. Text Summarization in Python - The Easy Way (Beginner).en.srt
8.15 KB
Chapter 5 Text Summarization/009. Text Summarization in Python - The Easy Way (Beginner).mp4
20.92 MB
Chapter 5 Text Summarization/010. Text Summarization Section Summary.en.srt
4.59 KB
Chapter 5 Text Summarization/010. Text Summarization Section Summary.mp4
9.1 MB
Chapter 6 Topic Modeling/001. Topic Modeling Section Introduction.en.srt
4.46 KB
Chapter 6 Topic Modeling/001. Topic Modeling Section Introduction.mp4
8.37 MB
Chapter 6 Topic Modeling/002. Latent Dirichlet Allocation (LDA) - Essentials.en.srt
16.25 KB
Chapter 6 Topic Modeling/002. Latent Dirichlet Allocation (LDA) - Essentials.mp4
26.75 MB
Chapter 6 Topic Modeling/003. LDA - Code Preparation.en.srt
5.17 KB
Chapter 6 Topic Modeling/003. LDA - Code Preparation.mp4
7.55 MB
Chapter 6 Topic Modeling/004. LDA - Maybe Useful Picture (Optional).en.srt
2.5 KB
Chapter 6 Topic Modeling/004. LDA - Maybe Useful Picture (Optional).mp4
4.1 MB
Chapter 6 Topic Modeling/005. Latent Dirichlet Allocation (LDA) - Intuition (Advanced).en.srt
21.35 KB
Chapter 6 Topic Modeling/005. Latent Dirichlet Allocation (LDA) - Intuition (Advanced).mp4
31.55 MB
Chapter 6 Topic Modeling/006. Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.en.srt
13.68 KB
Chapter 6 Topic Modeling/006. Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.mp4
34.88 MB
Chapter 6 Topic Modeling/007. Non-Negative Matrix Factorization (NMF) Intuition.en.srt
14.66 KB
Chapter 6 Topic Modeling/007. Non-Negative Matrix Factorization (NMF) Intuition.mp4
24.92 MB
Chapter 6 Topic Modeling/008. Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.en.srt
5.09 KB
Chapter 6 Topic Modeling/008. Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.mp4
16.62 MB
Chapter 6 Topic Modeling/009. Topic Modeling Section Summary.en.srt
2.1 KB
Chapter 6 Topic Modeling/009. Topic Modeling Section Summary.mp4
4.43 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/001. LSA LSI Section Introduction.en.srt
5.47 KB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/001. LSA LSI Section Introduction.mp4
9.78 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/002. SVD (Singular Value Decomposition) Intuition.en.srt
16.76 KB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/002. SVD (Singular Value Decomposition) Intuition.mp4
36.87 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/003. LSA LSI Applying SVD to NLP.en.srt
10.77 KB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/003. LSA LSI Applying SVD to NLP.mp4
17.48 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/004. Latent Semantic Analysis Latent Semantic Indexing in Python.en.srt
10.57 KB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/004. Latent Semantic Analysis Latent Semantic Indexing in Python.mp4
26.15 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/005. LSA LSI Exercises.en.srt
7.95 KB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/005. LSA LSI Exercises.mp4
14.34 MB
z.9781836205579_Code/CBOW_in_TF2_Packt.ipynb
4.67 KB
z.9781836205579_Code/CNN_Text_Classification_Packt.ipynb
3.55 KB
z.9781836205579_Code/Linear_Regression_Packt.ipynb
14.8 KB
z.9781836205579_Code/NER_TF2_Packt.ipynb
5.33 KB
z.9781836205579_Code/POS_Tagging_Packt.ipynb
7.93 KB
z.9781836205579_Code/RNN_Text_Classification_Packt.ipynb
4.23 KB
z.9781836205579_Code/TF2_ANN_with_TFIDF_Packt.ipynb
3.5 KB
z.9781836205579_Code/TF2_Classification_Packt.ipynb
31.05 KB
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