[GigaCourse Com] Udemy - Machine Learning Natural Language Processing in Python (V2)
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 1. Introduction/1. Introduction and Outline.mp4 | 72.97 MB |
| 1. Introduction/1. Introduction and Outline.srt | 15.47 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!.srt | 7.22 KB |
| 10. Sentiment Analysis/1. Sentiment Analysis - Problem Description.mp4 | 42.71 MB |
| 10. Sentiment Analysis/1. Sentiment Analysis - Problem Description.srt | 9.84 KB |
| 10. Sentiment Analysis/2. Logistic Regression Intuition (pt 1).mp4 | 63.58 MB |
| 10. Sentiment Analysis/2. Logistic Regression Intuition (pt 1).srt | 22.54 KB |
| 10. Sentiment Analysis/3. Multiclass Logistic Regression (pt 2).mp4 | 23.61 MB |
| 10. Sentiment Analysis/3. Multiclass Logistic Regression (pt 2).srt | 8.46 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).srt | 10.83 KB |
| 10. Sentiment Analysis/5. Sentiment Analysis - Exercise Prompt.mp4 | 16.56 MB |
| 10. Sentiment Analysis/5. Sentiment Analysis - Exercise Prompt.srt | 5.09 KB |
| 10. Sentiment Analysis/6. Sentiment Analysis in Python (pt 1).mp4 | 63.16 MB |
| 10. Sentiment Analysis/6. Sentiment Analysis in Python (pt 1).srt | 11.63 KB |
| 10. Sentiment Analysis/7. Sentiment Analysis in Python (pt 2).mp4 | 51.97 MB |
| 10. Sentiment Analysis/7. Sentiment Analysis in Python (pt 2).srt | 9.74 KB |
| 11. Text Summarization/1. Text Summarization Section Introduction.mp4 | 25.75 MB |
| 11. Text Summarization/1. Text Summarization Section Introduction.srt | 7.55 KB |
| 11. Text Summarization/10. Text Summarization Section Summary.mp4 | 20.1 MB |
| 11. Text Summarization/10. Text Summarization Section Summary.srt | 4.41 KB |
| 11. Text Summarization/2. Text Summarization Using Vectors.mp4 | 25.77 MB |
| 11. Text Summarization/2. Text Summarization Using Vectors.srt | 7.3 KB |
| 11. Text Summarization/3. Text Summarization Exercise Prompt.mp4 | 8.11 MB |
| 11. Text Summarization/3. Text Summarization Exercise Prompt.srt | 2.3 KB |
| 11. Text Summarization/4. Text Summarization in Python.mp4 | 78.16 MB |
| 11. Text Summarization/4. Text Summarization in Python.srt | 15.01 KB |
| 11. Text Summarization/5. TextRank Intuition.mp4 | 45.93 MB |
| 11. Text Summarization/5. TextRank Intuition.srt | 10.91 KB |
| 11. Text Summarization/6. TextRank - How It Really Works (Advanced).mp4 | 49.32 MB |
| 11. Text Summarization/6. TextRank - How It Really Works (Advanced).srt | 13.52 KB |
| 11. Text Summarization/7. TextRank Exercise Prompt (Advanced).mp4 | 7.47 MB |
| 11. Text Summarization/7. TextRank Exercise Prompt (Advanced).srt | 1.74 KB |
| 11. Text Summarization/8. TextRank in Python (Advanced).mp4 | 82.3 MB |
| 11. Text Summarization/8. TextRank in Python (Advanced).srt | 17.1 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).srt | 7.81 KB |
| 12. Topic Modeling/1. Topic Modeling Section Introduction.mp4 | 17.04 MB |
| 12. Topic Modeling/1. Topic Modeling Section Introduction.srt | 4.09 KB |
| 12. Topic Modeling/2. Latent Dirichlet Allocation (LDA) - Essentials.mp4 | 55.18 MB |
| 12. Topic Modeling/2. Latent Dirichlet Allocation (LDA) - Essentials.srt | 15.16 KB |
| 12. Topic Modeling/3. LDA - Code Preparation.mp4 | 14.52 MB |
| 12. Topic Modeling/3. LDA - Code Preparation.srt | 4.91 KB |
| 12. Topic Modeling/4. LDA - Maybe Useful Picture (Optional).mp4 | 8.99 MB |
| 12. Topic Modeling/4. LDA - Maybe Useful Picture (Optional).srt | 2.52 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).srt | 20.17 KB |
| 12. Topic Modeling/6. Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.mp4 | 72.39 MB |
| 12. Topic Modeling/6. Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.srt | 13.27 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.srt | 13.8 KB |
| 12. Topic Modeling/8. Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.mp4 | 36.04 MB |
| 12. Topic Modeling/8. Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.srt | 4.88 KB |
| 12. Topic Modeling/9. Topic Modeling Section Summary.mp4 | 9.81 MB |
| 12. Topic Modeling/9. Topic Modeling Section Summary.srt | 1.99 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.srt | 5.21 KB |
| 13. Latent Semantic Analysis (Latent Semantic Indexing)/2. SVD (Singular Value Decomposition) Intuition.mp4 | 81.85 MB |
| 13. Latent Semantic Analysis (Latent Semantic Indexing)/2. SVD (Singular Value Decomposition) Intuition.srt | 15.4 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.srt | 10.25 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.srt | 10.09 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.srt | 7.34 KB |
| 13. Latent Semantic Analysis (Latent Semantic Indexing)/[CourseClub.Me].url | 122 B |
| 13. Latent Semantic Analysis (Latent Semantic Indexing)/[GigaCourse.Com].url | 49 B |
| 14. Deep Learning (Introduction)/1. Deep Learning Introduction (Intermediate-Advanced).mp4 | 24.53 MB |
| 14. Deep Learning (Introduction)/1. Deep Learning Introduction (Intermediate-Advanced).srt | 6.76 KB |
| 15. The Neuron/1. The Neuron - Section Introduction.mp4 | 11.01 MB |
| 15. The Neuron/1. The Neuron - Section Introduction.srt | 2.94 KB |
| 15. The Neuron/2. Fitting a Line.mp4 | 68.61 MB |
| 15. The Neuron/2. Fitting a Line.srt | 18.38 KB |
| 15. The Neuron/3. Classification Code Preparation.mp4 | 32.88 MB |
| 15. The Neuron/3. Classification Code Preparation.srt | 9.52 KB |
| 15. The Neuron/4. Text Classification in Tensorflow.mp4 | 81.66 MB |
| 15. The Neuron/4. Text Classification in Tensorflow.srt | 11.71 KB |
| 15. The Neuron/5. The Neuron.mp4 | 45.25 MB |
| 15. The Neuron/5. The Neuron.srt | 12.66 KB |
| 15. The Neuron/6. How does a model learn.mp4 | 51.59 MB |
| 15. The Neuron/6. How does a model learn.srt | 14.36 KB |
| 15. The Neuron/7. The Neuron - Section Summary.mp4 | 10.32 MB |
| 15. The Neuron/7. The Neuron - Section Summary.srt | 2.19 KB |
| 16. Feedforward Artificial Neural Networks/1. ANN - Section Introduction.mp4 | 38.63 MB |
| 16. Feedforward Artificial Neural Networks/1. ANN - Section Introduction.srt | 9.32 KB |
| 16. Feedforward Artificial Neural Networks/10. Embeddings.mp4 | 42.29 MB |
| 16. Feedforward Artificial Neural Networks/10. Embeddings.srt | 12.63 KB |
| 16. Feedforward Artificial Neural Networks/11. CBOW (Advanced).mp4 | 15.78 MB |
| 16. Feedforward Artificial Neural Networks/11. CBOW (Advanced).srt | 5.23 KB |
| 16. Feedforward Artificial Neural Networks/12. CBOW Exercise Prompt.mp4 | 5.02 MB |
| 16. Feedforward Artificial Neural Networks/12. CBOW Exercise Prompt.srt | 970 B |
| 16. Feedforward Artificial Neural Networks/13. CBOW in Tensorflow (Advanced).mp4 | 117.56 MB |
| 16. Feedforward Artificial Neural Networks/13. CBOW in Tensorflow (Advanced).srt | 20.31 KB |
| 16. Feedforward Artificial Neural Networks/14. ANN - Section Summary.mp4 | 7.6 MB |
| 16. Feedforward Artificial Neural Networks/14. ANN - Section Summary.srt | 1.91 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).srt | 8.56 KB |
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