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001 Read Data from a CSV File - Using Pandas.en.srt
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001 Thank you!.en.srt
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002 Binary Word Vectors.en.srt
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002 CBOW - Creating Vocab and Binary Word Arrays.en.srt
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002 Count Vectorizer.en.srt
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002 Course Materials and Speed Up.html
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002 Installing the Anaconda Distribution.en.srt
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002 Loading Positive and Negative Movie Reviews.en.srt
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002 Manipulating Text Objects.en.srt
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002 Read Data from a CSV File - Using Python CSV.en.srt
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002 [Slides] - Objects and Control Flow.en.srt
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003 3 Alternatives to Setup your Environment.en.srt
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003 CBOW - Building Features and Target Variable.en.srt
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003 Combining Strings.en.srt
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003 Pre-Processing Text for Text Classification.en.srt
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003 Read Data from a TXT File.en.srt
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003 Word Co-Occurence Matrices.en.srt
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003 [Slides] - Functions, Pandas and Numpy.en.srt
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004 CBOW - Accuracy of Random Model and Training Process.en.srt
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004 Iterating Strings and Format Method.en.srt
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004 Jupyter Notebook Overview.en.srt
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004 Log Ratio Intuition and Word Influence.en.srt
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004 Natural Language Toolkit Introduction and Sentence Tokenizer.en.srt
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004 Scraping a Web Page using Requests and BeautifulSoup - Wikipedia Example.en.srt
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004 Text Representation - Exercises.en.srt
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004 [1] - Creating an Environment and Installing Libraries via Anaconda.en.srt
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005 CBOW - Training the Neural Network.en.srt
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005 Python Integers, Floats and Strings.en.srt
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005 Scraping a Web Page using Requests and BeautifulSoup - Yahoo Finance Example.en.srt
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005 Stemming and Vectorizing the Reviews.en.srt
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005 Testing if String is in Sentence.en.srt
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005 Visualizing Word Vectors.en.srt
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006 CBOW - Obtaining Word Vectors (Embeddings).en.srt
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006 Escaping Characters.en.srt
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006 Launching a Jupyter Notebook via Anaconda Navigator.en.srt
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006 Logistic Regression Intuition and Training Process.en.srt
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006 Python Libraries.en.srt
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006 Scraping a Web Page - Errors in Request.en.srt
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006 Similarity between Words - Cosine.en.srt
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006 Tokenizer Application and Cleaning Tokens.en.srt
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007 Pre-Processing Wikipedia Data for CBOW Model.en.srt
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007 Python Lists and Sets.en.srt
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007 Scraping a Web Page using Specific Libraries.en.srt
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007 Sentence Length, Conversions and Casing Methods.en.srt
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007 Sigmoid Function and One Feature Prediction.en.srt
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007 Word Similarities from Co-Occurence Matrix.en.srt
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008 Building Features and Target for Wikipedia Data.en.srt
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008 FreqDist NLTK Function.en.srt
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008 Gradient Descent Intuition by Adjusting Weights.en.srt
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008 Python Dictionaries and Tuples.en.srt
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008 Reading Text Data - Exercises.en.srt
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008 Word Vectors - Exercises.en.srt
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009 Fitting Neural Network on Wikipedia Data.en.srt
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009 Join and Capitalize.en.srt
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009 Launching a Jupyter Notebook via Conda.en.srt
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009 Porter, Snowball and Lancaster Stemmers.en.srt
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009 Python Control Flow.en.srt
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009 Train and Test Split.en.srt
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010 Fitting and Evaluating Model.en.srt
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010 Performance of the Neural Network.en.srt
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010 Python Functions.en.srt
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010 Replace, Count and Find.en.srt
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010 Stemming Sentences.en.srt
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010 Testing if your environment is OK.en.srt
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011 Model Regularization.en.srt
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011 Numpy Overview.en.srt
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011 Predicting a Word Given a Context.en.srt
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011 Summary on Environment Setup.en.srt
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011 WordNet Lemmatizer.en.srt
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011 Working with Text - Exercises.en.srt
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012 Obtaining the Weights_Coefficients of Regression.en.srt
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012 Pandas Overview.en.srt
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012 Part-of-Speech (POS) Tagging.en.srt
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012 Retrieving Word Embeddings and Word Similarities.en.srt
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013 Predicting New Sentences Sentiment.en.srt
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013 Training a POS Tagger from Scratch - Accessing Tagged Data from Brown Corpus.en.srt
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013 Tutorial - How to Complete the Exercises.en.srt
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014 Python Quick Course - Exercises.en.srt
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014 Training a POS Tagger from Scratch - Unigram Tagger.en.srt
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014 Word2Vec - Operations with Vectors.en.srt
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015 Training a POS Tagger from Scratch - Bigram Tagger.en.srt
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015 Training a POS Tagger from Scratch - Bigram Tagger.mp4
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90.5 MB
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015 Word2Vec - Word Clustering.en.srt
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015 Word2Vec - Word Clustering.mp4
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016 Continuous Bag of Words Implementation - Exercises.en.srt
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016 Continuous Bag of Words Implementation - Exercises.mp4
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016 Plotting the Frequency of Tags in a Sentence.en.srt
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016 Plotting the Frequency of Tags in a Sentence.mp4
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017 Lemmatization and POS Tagging.en.srt
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017 Lemmatization and POS Tagging.mp4
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018 Stop Words.en.srt
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018 Stop Words.mp4
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115.8 MB
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019 N-Grams.en.srt
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019 N-Grams.mp4
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54.1 MB
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020 Natural Language Toolkit - Exercises.en.srt
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020 Natural Language Toolkit - Exercises.mp4
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MP4
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7 MB
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TutsNode.com.txt
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TXT
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102.4 B
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[TGx]Downloaded from torrentgalaxy.to .txt
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TXT
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614.4 B
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external-assets-links.txt
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TXT
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