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02. Course Preparation/3. Do you need a review of machine learning.mp4
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03. Build your own spam detector/1. Build your own spam detector - description of data.mp4
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03. Build your own spam detector/3. Key Takeaway from Spam Detection Exercise.mp4
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03. Build your own spam detector/6. Other types of features.mp4
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03. Build your own spam detector/10. SMS Spam in Code.mp4
13.92MB
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03. Build your own spam detector/10. SMS Spam in Code.vtt
19.11KB
04. Build your own sentiment analyzer/1. Description of Sentiment Analyzer.mp4
5.06MB
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04. Build your own sentiment analyzer/1. Description of Sentiment Analyzer.vtt
7.18KB
04. Build your own sentiment analyzer/2. Logistic Regression Review.mp4
12.2MB
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04. Build your own sentiment analyzer/2. Logistic Regression Review.vtt
16.49KB
04. Build your own sentiment analyzer/3. Preprocessing Tokenization.mp4
7.73MB
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04. Build your own sentiment analyzer/3. Preprocessing Tokenization.vtt
10.12KB
04. Build your own sentiment analyzer/4. Preprocessing Tokens to Vectors.mp4
10.55MB
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04. Build your own sentiment analyzer/4. Preprocessing Tokens to Vectors.vtt
12.68KB
04. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.mp4
43.54MB
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04. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.vtt
13.95KB
04. Build your own sentiment analyzer/6. Sentiment Analysis Extension.mp4
5.16MB
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04. Build your own sentiment analyzer/6. Sentiment Analysis Extension.vtt
13.39KB
04. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.mp4
77.73MB
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04. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.vtt
28.56KB
05. NLTK Exploration/1. NLTK Exploration POS Tagging.mp4
2.03MB
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05. NLTK Exploration/1. NLTK Exploration POS Tagging.vtt
3.69KB
05. NLTK Exploration/2. NLTK Exploration Stemming and Lemmatization.mp4
3.66MB
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05. NLTK Exploration/2. NLTK Exploration Stemming and Lemmatization.vtt
2.67KB
05. NLTK Exploration/3. NLTK Exploration Named Entity Recognition.mp4
6.66MB
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05. NLTK Exploration/3. NLTK Exploration Named Entity Recognition.vtt
1.96KB
05. NLTK Exploration/4. Want more NLTK.mp4
8.45MB
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05. NLTK Exploration/4. Want more NLTK.vtt
4.14KB
06. Latent Semantic Analysis/1. Latent Semantic Analysis - What does it do.mp4
3.92MB
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06. Latent Semantic Analysis/1. Latent Semantic Analysis - What does it do.vtt
3.09KB
06. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.mp4
78.2MB
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06. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.vtt
22.88KB
06. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.mp4
25.44MB
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06. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.vtt
6.61KB
06. Latent Semantic Analysis/4. What is Latent Semantic Analysis Used For.mp4
16.88MB
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06. Latent Semantic Analysis/4. What is Latent Semantic Analysis Used For.vtt
21.23KB
06. Latent Semantic Analysis/5. Extending LSA.mp4
10.91MB
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06. Latent Semantic Analysis/5. Extending LSA.vtt
13.42KB
07. Write your own article spinner/1. Article Spinning Introduction and Markov Models.mp4
4.66MB
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07. Write your own article spinner/1. Article Spinning Introduction and Markov Models.vtt
3.61KB
07. Write your own article spinner/2. More about Language Models.mp4
36.63MB
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20.72KB
07. Write your own article spinner/3. Trigram Model.mp4
3.85MB
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2.79KB
07. Write your own article spinner/4. Precode Exercises.mp4
19.77MB
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10.16KB
07. Write your own article spinner/5. Writing an article spinner in Python.mp4
25.95MB
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8.49KB
07. Write your own article spinner/6. Article Spinner Extension Exercises.mp4
23.68MB
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11.54KB
08. How to learn more about NLP/1. What we didn't talk about.mp4
4.32MB
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3.37KB
09. Machine Learning Basics Review/1. (Review) Machine Learning Section Introduction.mp4
44.86MB
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09. Machine Learning Basics Review/1. (Review) Machine Learning Section Introduction.vtt
19.48KB
09. Machine Learning Basics Review/2. (Review) What is Classification.mp4
70.67MB
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09. Machine Learning Basics Review/3. (Review) Classification in Code.mp4
139.48MB
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28.63KB
09. Machine Learning Basics Review/4. (Review) What is Regression.mp4
49.56MB
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09. Machine Learning Basics Review/4. (Review) What is Regression.vtt
28.04KB
09. Machine Learning Basics Review/5. (Review) Regression in Code.mp4
69.37MB
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09. Machine Learning Basics Review/6. (Review) What is a Feature Vector.mp4
37.99MB
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09. Machine Learning Basics Review/6. (Review) What is a Feature Vector.vtt
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09. Machine Learning Basics Review/7. (Review) Machine Learning is Nothing but Geometry.mp4
22.74MB
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09. Machine Learning Basics Review/7. (Review) Machine Learning is Nothing but Geometry.vtt
10.56KB
09. Machine Learning Basics Review/8. (Review) All Data is the Same.mp4
24.8MB
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09. Machine Learning Basics Review/8. (Review) All Data is the Same.vtt
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09. Machine Learning Basics Review/9. (Review) Comparing Different Machine Learning Models.mp4
53.55MB
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09. Machine Learning Basics Review/10. (Review) Machine Learning and Deep Learning Future Topics.mp4
40.86MB
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09. Machine Learning Basics Review/10. (Review) Machine Learning and Deep Learning Future Topics.vtt
13.81KB
09. Machine Learning Basics Review/11. (Review) Section Summary.mp4
24.83MB
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09. Machine Learning Basics Review/11. (Review) Section Summary.vtt
13.52KB
10. Appendix/1. What is the Appendix.mp4
5.45MB
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10. Appendix/1. What is the Appendix.vtt
6.03KB
Udemy Course downloader.txt
94B
10. Appendix/2. Windows-Focused Environment Setup 2018.vtt
33.72KB
10. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92MB
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10. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
14.57KB
10. Appendix/4. How to Code by Yourself (part 1).mp4
24.53MB
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10. Appendix/4. How to Code by Yourself (part 1).vtt
38.85KB
10. Appendix/5. How to Code by Yourself (part 2).mp4
14.81MB
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10. Appendix/5. How to Code by Yourself (part 2).vtt
22.95KB
10. Appendix/6. How to Succeed in this Course (Long Version).mp4
12.99MB
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10. Appendix/6. How to Succeed in this Course (Long Version).vtt
24.52KB
10. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.96MB
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10. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
54.69KB
10. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4
78.28MB
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10. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.vtt
23.57KB
10. Appendix/9. Python 2 vs Python 3.mp4
7.83MB
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10. Appendix/9. Python 2 vs Python 3.vtt
10.44KB
10. Appendix/10. What order should I take your courses in (part 1).mp4
29.32MB
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10. Appendix/10. What order should I take your courses in (part 1).vtt
28.02KB
10. Appendix/11. What order should I take your courses in (part 2).mp4
37.62MB
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10. Appendix/11. What order should I take your courses in (part 2).vtt
41.67KB