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Create Time:2024-07-23 13:19:50
File Size:788.79 MB
File Count:90
File Hash:1ac0f301befa66d3b27e110ee7fef1e3b6cf97f7
| Chapter 3 Spam Detection/006. Spam Detection in Python.mp4 | 53.56 MB |
| Chapter 1 Welcome/001. Introduction and Outline.mp4 | 18.98 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 | 15.10 MB |
| Chapter 3 Spam Detection/002. Naive Bayes Intuition.en.srt | 16.06 KB |
| Chapter 3 Spam Detection/002. Naive Bayes Intuition.mp4 | 26.21 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 | 29.19 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 | 26.68 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 | 34.10 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 | 20.43 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 | 29.62 MB |
| Chapter 4 Sentiment Analysis/007. Sentiment Analysis in Python (pt 2).en.srt | 9.80 KB |
| Chapter 4 Sentiment Analysis/007. Sentiment Analysis in Python (pt 2).mp4 | 23.73 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 | 37.25 MB |
| Chapter 5 Text Summarization/005. TextRank Intuition.en.srt | 11.70 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 | 24.68 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 | 3.40 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 | 39.01 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 | 20.91 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 | 9.10 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 | 26.74 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 | 2.50 KB |
| Chapter 6 Topic Modeling/004. LDA - Maybe Useful Picture (Optional).mp4 | 4.10 MB |
| Chapter 6 Topic Modeling/005. Latent Dirichlet Allocation (LDA) - Intuition (Advanced).en.srt | 21.50 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 | 24.93 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 | 16.60 MB |
| Chapter 6 Topic Modeling/009. Topic Modeling Section Summary.en.srt | 2.10 KB |
| Chapter 6 Topic Modeling/009. Topic Modeling Section Summary.mp4 | 4.44 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 | 26.16 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.9781836201854_Code/CBOW_in_TF2_Packt.ipynb | 4.67 KB |
| z.9781836201854_Code/CNN_Text_Classification_Packt.ipynb | 3.55 KB |
| z.9781836201854_Code/Linear_Regression_Packt.ipynb | 14.80 KB |
| z.9781836201854_Code/NER_TF2_Packt.ipynb | 5.33 KB |
| z.9781836201854_Code/POS_Tagging_Packt.ipynb | 7.93 KB |
| z.9781836201854_Code/RNN_Text_Classification_Packt.ipynb | 4.23 KB |
| z.9781836201854_Code/TF2_ANN_with_TFIDF_Packt.ipynb | 3.50 KB |
| z.9781836201854_Code/TF2_Classification_Packt.ipynb | 31.05 KB |
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