Create Tool:
Create Time:1970-01-01 08:00:00
File Size:4.72 GB
File Count:194
File Hash:3405549a94567a7fa11342de1727383c6d869a0c
| 01 - Welcome/001 Course Overview.mp4 | 35.44 MB |
| 01 - Welcome/001 Course Overview_en.vtt | 4.00 KB |
| 01 - Welcome/002 Reviews UPDATE.mp4 | 5.35 MB |
| 01 - Welcome/002 Reviews UPDATE_en.vtt | 1.62 KB |
| 01 - Welcome/003 Introduction to NLP.mp4 | 133.54 MB |
| 01 - Welcome/003 Introduction to NLP_en.vtt | 7.43 KB |
| 01 - Welcome/004 Course FAQs.html | 1.58 KB |
| 02 - Installation & Setup/001 Course Installation.mp4 | 81.09 MB |
| 02 - Installation & Setup/001 Course Installation_en.vtt | 12.23 KB |
| 02 - Installation & Setup/002 Local Installation Steps.html | 860 B |
| 02 - Installation & Setup/003 Links to Notebooks (As taught in Lectures).html | 3.27 KB |
| 02 - Installation & Setup/004 Links to Notebooks (More explanatory notebook for refrence).html | 3.38 KB |
| 02 - Installation & Setup/24056952-requirements.txt | 12 B |
| 02 - Installation & Setup/external-assets-links.txt | 99 B |
| 03 - Basics of Natural Language Processing/001 Section _ Introduction.mp4 | 48.97 MB |
| 03 - Basics of Natural Language Processing/001 Section _ Introduction_en.vtt | 2.77 KB |
| 03 - Basics of Natural Language Processing/002 Tokenization Basic Part - 1.mp4 | 73.10 MB |
| 03 - Basics of Natural Language Processing/002 Tokenization Basic Part - 1_en.vtt | 9.80 KB |
| 03 - Basics of Natural Language Processing/003 Tokenization Basic Part - 2.mp4 | 50.31 MB |
| 03 - Basics of Natural Language Processing/003 Tokenization Basic Part - 2_en.vtt | 8.40 KB |
| 03 - Basics of Natural Language Processing/004 Tokenization Basic Part - 3.mp4 | 12.74 MB |
| 03 - Basics of Natural Language Processing/004 Tokenization Basic Part - 3_en.vtt | 3.21 KB |
| 03 - Basics of Natural Language Processing/005 Stemming & Lemmatization - 1.mp4 | 26.84 MB |
| 03 - Basics of Natural Language Processing/005 Stemming & Lemmatization - 1_en.vtt | 6.55 KB |
| 03 - Basics of Natural Language Processing/006 Stemming & Lemmatization - 2.mp4 | 23.50 MB |
| 03 - Basics of Natural Language Processing/006 Stemming & Lemmatization - 2_en.vtt | 4.95 KB |
| 03 - Basics of Natural Language Processing/007 Stop Words.mp4 | 32.74 MB |
| 03 - Basics of Natural Language Processing/007 Stop Words_en.vtt | 6.72 KB |
| 03 - Basics of Natural Language Processing/008 Vocabulary and Matching Part - 1.mp4 | 84.41 MB |
| 03 - Basics of Natural Language Processing/008 Vocabulary and Matching Part - 1_en.vtt | 9.66 KB |
| 03 - Basics of Natural Language Processing/009 Vocabulary and Matching Part - 2 (Rule Based).mp4 | 72.81 MB |
| 03 - Basics of Natural Language Processing/009 Vocabulary and Matching Part - 2 (Rule Based)_en.vtt | 8.80 KB |
| 03 - Basics of Natural Language Processing/010 Vocabulary and Matching Part - 3 (Phrase Based).mp4 | 33.14 MB |
| 03 - Basics of Natural Language Processing/010 Vocabulary and Matching Part - 3 (Phrase Based)_en.vtt | 3.98 KB |
| 03 - Basics of Natural Language Processing/011 Parts of Speech Tagging.mp4 | 55.69 MB |
| 03 - Basics of Natural Language Processing/011 Parts of Speech Tagging_en.vtt | 8.04 KB |
| 03 - Basics of Natural Language Processing/012 Named Entity Recognition.mp4 | 82.87 MB |
| 03 - Basics of Natural Language Processing/012 Named Entity Recognition_en.vtt | 12.93 KB |
| 03 - Basics of Natural Language Processing/013 Sentence Segmentation.mp4 | 52.93 MB |
| 03 - Basics of Natural Language Processing/013 Sentence Segmentation_en.vtt | 8.97 KB |
| 03 - Basics of Natural Language Processing/external-assets-links.txt | 226 B |
| 04 - Project 1 _ Spam Message Classification/001 Business Problem & Dataset.mp4 | 42.61 MB |
| 04 - Project 1 _ Spam Message Classification/001 Business Problem & Dataset_en.vtt | 7.98 KB |
| 04 - Project 1 _ Spam Message Classification/002 Data Exploration & Preprocessing.mp4 | 50.30 MB |
| 04 - Project 1 _ Spam Message Classification/002 Data Exploration & Preprocessing_en.vtt | 9.54 KB |
| 04 - Project 1 _ Spam Message Classification/003 Split Data in Training & Testing.mp4 | 40.23 MB |
| 04 - Project 1 _ Spam Message Classification/003 Split Data in Training & Testing_en.vtt | 6.79 KB |
| 04 - Project 1 _ Spam Message Classification/004 Apply Random Forest.mp4 | 63.89 MB |
| 04 - Project 1 _ Spam Message Classification/004 Apply Random Forest_en.vtt | 11.99 KB |
| 04 - Project 1 _ Spam Message Classification/005 Apply Support vector Machine (SVM).mp4 | 33.81 MB |
| 04 - Project 1 _ Spam Message Classification/005 Apply Support vector Machine (SVM)_en.vtt | 4.88 KB |
| 04 - Project 1 _ Spam Message Classification/006 Predict Testing Data both model.mp4 | 16.18 MB |
| 04 - Project 1 _ Spam Message Classification/006 Predict Testing Data both model_en.vtt | 3.69 KB |
| 04 - Project 1 _ Spam Message Classification/25152746-spam.tsv | 501.84 KB |
| 04 - Project 1 _ Spam Message Classification/external-assets-links.txt | 134 B |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/001 Business Problem.mp4 | 25.74 MB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/001 Business Problem_en.vtt | 4.50 KB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/002 Cleaning Text Data with NLTK - 1.mp4 | 49.61 MB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/002 Cleaning Text Data with NLTK - 1_en.vtt | 8.99 KB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/003 Cleaning Text Data with NLTK - 2.mp4 | 51.26 MB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/003 Cleaning Text Data with NLTK - 2_en.vtt | 6.85 KB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/004 Bag of Word Model.mp4 | 70.04 MB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/004 Bag of Word Model_en.vtt | 10.44 KB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/005 Apply Naive Bayes Algorithm.mp4 | 28.76 MB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/005 Apply Naive Bayes Algorithm_en.vtt | 4.65 KB |
| 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/25152756-Restaurant-Reviews.tsv | 59.89 KB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/001 Review Classification Part -1.mp4 | 79.44 MB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/001 Review Classification Part -1_en.vtt | 10.88 KB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/002 Review Classification Part - 2.mp4 | 72.40 MB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/002 Review Classification Part - 2_en.vtt | 9.24 KB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/25152800-amazon-cells-labelled.txt | 56.86 KB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/25152804-imdb-labelled.txt | 83.29 KB |
| 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/25152808-yelp-labelled.txt | 59.88 KB |
| 07 - Project 4 _ Automated Text Summarization/001 Importing the libraries and Dataset.mp4 | 61.10 MB |
| 07 - Project 4 _ Automated Text Summarization/001 Importing the libraries and Dataset_en.vtt | 7.65 KB |
| 07 - Project 4 _ Automated Text Summarization/002 Create Word Frequency Counter.mp4 | 42.40 MB |
| 07 - Project 4 _ Automated Text Summarization/002 Create Word Frequency Counter_en.vtt | 7.43 KB |
| 07 - Project 4 _ Automated Text Summarization/003 Calculate Sentence Score.mp4 | 57.31 MB |
| 07 - Project 4 _ Automated Text Summarization/003 Calculate Sentence Score_en.vtt | 6.55 KB |
| 07 - Project 4 _ Automated Text Summarization/004 Extract summary of document.mp4 | 27.22 MB |
| 07 - Project 4 _ Automated Text Summarization/004 Extract summary of document_en.vtt | 3.70 KB |
| 08 - Project 5 _ Twitter sentiment Analysis/001 Setting up Twitter Developer application.mp4 | 49.27 MB |
| 08 - Project 5 _ Twitter sentiment Analysis/001 Setting up Twitter Developer application_en.vtt | 7.58 KB |
| 08 - Project 5 _ Twitter sentiment Analysis/002 Fetch Tweet from Tweeter server.mp4 | 30.95 MB |
| 08 - Project 5 _ Twitter sentiment Analysis/002 Fetch Tweet from Tweeter server_en.vtt | 3.97 KB |
| 08 - Project 5 _ Twitter sentiment Analysis/003 Find Setiment from Tweets.mp4 | 74.24 MB |
| 08 - Project 5 _ Twitter sentiment Analysis/003 Find Setiment from Tweets_en.vtt | 10.16 KB |
| 09 - Deep Learning Basics/001 The Neuron.mp4 | 102.03 MB |
| 09 - Deep Learning Basics/001 The Neuron_en.vtt | 5.91 KB |
| 09 - Deep Learning Basics/002 Activation Function.mp4 | 156.73 MB |
| 09 - Deep Learning Basics/002 Activation Function_en.vtt | 8.35 KB |
| 09 - Deep Learning Basics/003 Cost Function.mp4 | 51.76 MB |
| 09 - Deep Learning Basics/003 Cost Function_en.vtt | 2.72 KB |
| 09 - Deep Learning Basics/004 Gradient Descent and Back-Propagation.mp4 | 74.79 MB |
| 09 - Deep Learning Basics/004 Gradient Descent and Back-Propagation_en.vtt | 3.88 KB |
| 10 - Word Embeddings/001 Introduction to Word Embedding.mp4 | 146.36 MB |
| 10 - Word Embeddings/001 Introduction to Word Embedding_en.vtt | 11.75 KB |
| 10 - Word Embeddings/002 Train Model for Embedding - I.mp4 | 71.44 MB |
| 10 - Word Embeddings/002 Train Model for Embedding - I_en.vtt | 9.29 KB |
| 10 - Word Embeddings/003 Train Model for Embedding - II.mp4 | 50.48 MB |
| 10 - Word Embeddings/003 Train Model for Embedding - II_en.vtt | 6.54 KB |
| 10 - Word Embeddings/004 Embeddings with Pretrained model.mp4 | 63.74 MB |
| 10 - Word Embeddings/004 Embeddings with Pretrained model_en.vtt | 6.95 KB |
| 11 - Project 6 _ Text Classification with CNN/001 Convolutional Neural Network Part 1.mp4 | 96.30 MB |
| 11 - Project 6 _ Text Classification with CNN/001 Convolutional Neural Network Part 1_en.vtt | 4.89 KB |
| 11 - Project 6 _ Text Classification with CNN/002 Convolutional Neural Network Part 2.mp4 | 81.14 MB |
| 11 - Project 6 _ Text Classification with CNN/002 Convolutional Neural Network Part 2_en.vtt | 4.37 KB |
| 11 - Project 6 _ Text Classification with CNN/003 Spam Detection with CNN - I.mp4 | 91.43 MB |
| 11 - Project 6 _ Text Classification with CNN/003 Spam Detection with CNN - I_en.vtt | 10.39 KB |
| 11 - Project 6 _ Text Classification with CNN/004 Spam Detection with CNN - II.mp4 | 77.97 MB |
| 11 - Project 6 _ Text Classification with CNN/004 Spam Detection with CNN - II_en.vtt | 9.54 KB |
| 11 - Project 6 _ Text Classification with CNN/25153370-spam.csv | 491.86 KB |
| 12 - Project 7 _ Text Classification with RNN/001 Introduction to Recurrent Neural Networks.mp4 | 39.58 MB |
| 12 - Project 7 _ Text Classification with RNN/001 Introduction to Recurrent Neural Networks_en.vtt | 2.07 KB |
| 12 - Project 7 _ Text Classification with RNN/002 Vanishing Gradient Problem.mp4 | 38.91 MB |
| 12 - Project 7 _ Text Classification with RNN/002 Vanishing Gradient Problem_en.vtt | 2.09 KB |
| 12 - Project 7 _ Text Classification with RNN/003 LSTM and GRU.mp4 | 59.87 MB |
| 12 - Project 7 _ Text Classification with RNN/003 LSTM and GRU_en.vtt | 3.67 KB |
| 12 - Project 7 _ Text Classification with RNN/004 Spam Detection with RNN.mp4 | 64.36 MB |
| 12 - Project 7 _ Text Classification with RNN/004 Spam Detection with RNN_en.vtt | 6.74 KB |
| 12 - Project 7 _ Text Classification with RNN/25153382-spam.csv | 491.86 KB |
| 13 - Project 8 _ Automatic Text Generation using TensorFlow, Keras and LSTM/001 Text Generation Part I.mp4 | 114.28 MB |
| 13 - Project 8 _ Automatic Text Generation using TensorFlow, Keras and LSTM/001 Text Generation Part I_en.vtt | 12.56 KB |
| 13 - Project 8 _ Automatic Text Generation using TensorFlow, Keras and LSTM/002 Text Generation Part II.mp4 | 47.23 MB |
| 13 - Project 8 _ Automatic Text Generation using TensorFlow, Keras and LSTM/002 Text Generation Part II_en.vtt | 6.34 KB |
| 14 - FastText Library for Text Classification/001 fasttext Installation steps [Video].mp4 | 8.11 MB |
| 14 - FastText Library for Text Classification/001 fasttext Installation steps [Video]_en.vtt | 2.13 KB |
| 14 - FastText Library for Text Classification/002 fasttext Installation steps [Text].html | 466 B |
| 14 - FastText Library for Text Classification/003 Virtual Box Installation.mp4 | 32.16 MB |
| 14 - FastText Library for Text Classification/003 Virtual Box Installation_en.vtt | 5.86 KB |
| 14 - FastText Library for Text Classification/004 Create Linux Virtual Machine.mp4 | 46.38 MB |
| 14 - FastText Library for Text Classification/004 Create Linux Virtual Machine_en.vtt | 8.66 KB |
| 14 - FastText Library for Text Classification/005 Install fasttext library.mp4 | 43.12 MB |
| 14 - FastText Library for Text Classification/005 Install fasttext library_en.vtt | 5.84 KB |
| 14 - FastText Library for Text Classification/006 Text Classification with Fasttext.mp4 | 106.38 MB |
| 14 - FastText Library for Text Classification/006 Text Classification with Fasttext_en.vtt | 15.71 KB |
| 14 - FastText Library for Text Classification/27130276-reviews.txt | 70.13 KB |
| 15 - Data analysis with Numpy/001 Introduction to NumPy.mp4 | 16.28 MB |
| 15 - Data analysis with Numpy/001 Introduction to NumPy_en.vtt | 949 B |
| 15 - Data analysis with Numpy/002 Numpy Arrays Part 1.mp4 | 16.76 MB |
| 15 - Data analysis with Numpy/002 Numpy Arrays Part 1_en.vtt | 3.23 KB |
| 15 - Data analysis with Numpy/003 Numpy Arrays Part 2.mp4 | 53.96 MB |
| 15 - Data analysis with Numpy/003 Numpy Arrays Part 2_en.vtt | 8.95 KB |
| 15 - Data analysis with Numpy/004 Numpy Arrays Part 3.mp4 | 27.25 MB |
| 15 - Data analysis with Numpy/004 Numpy Arrays Part 3_en.vtt | 4.24 KB |
| 15 - Data analysis with Numpy/005 Numpy Indexing and Selection Part 1.mp4 | 45.13 MB |
| 15 - Data analysis with Numpy/005 Numpy Indexing and Selection Part 1_en.vtt | 6.80 KB |
| 15 - Data analysis with Numpy/006 Numpy Indexing and Selection Part 2.mp4 | 26.60 MB |
| 15 - Data analysis with Numpy/006 Numpy Indexing and Selection Part 2_en.vtt | 4.17 KB |
| 15 - Data analysis with Numpy/007 Numpy Operations.mp4 | 29.25 MB |
| 15 - Data analysis with Numpy/007 Numpy Operations_en.vtt | 3.40 KB |
| 16 - Data analysis with Pandas/001 Pandas Introduction.mp4 | 12.51 MB |
| 16 - Data analysis with Pandas/001 Pandas Introduction_en.vtt | 707 B |
| 16 - Data analysis with Pandas/002 Pandas Series.mp4 | 69.99 MB |
| 16 - Data analysis with Pandas/002 Pandas Series_en.vtt | 10.02 KB |
| 16 - Data analysis with Pandas/003 DataFrames Part 1.mp4 | 77.99 MB |
| 16 - Data analysis with Pandas/003 DataFrames Part 1_en.vtt | 11.05 KB |
| 16 - Data analysis with Pandas/004 DataFrames Part 2.mp4 | 55.28 MB |
| 16 - Data analysis with Pandas/004 DataFrames Part 2_en.vtt | 9.46 KB |
| 16 - Data analysis with Pandas/005 DataFrames Part 3.mp4 | 56.42 MB |
| 16 - Data analysis with Pandas/005 DataFrames Part 3_en.vtt | 8.84 KB |
| 16 - Data analysis with Pandas/006 Missing Data.mp4 | 35.28 MB |
| 16 - Data analysis with Pandas/006 Missing Data_en.vtt | 6.29 KB |
| 16 - Data analysis with Pandas/007 Groupby Method.mp4 | 49.10 MB |
| 16 - Data analysis with Pandas/007 Groupby Method_en.vtt | 7.11 KB |
| 16 - Data analysis with Pandas/008 Merging, Joining and Concatenating DataFrames.mp4 | 57.23 MB |
| 16 - Data analysis with Pandas/008 Merging, Joining and Concatenating DataFrames_en.vtt | 7.60 KB |
| 16 - Data analysis with Pandas/009 Pandas Operations.mp4 | 38.80 MB |
| 16 - Data analysis with Pandas/009 Pandas Operations_en.vtt | 7.27 KB |
| 16 - Data analysis with Pandas/010 Reading and Writing Files in Pandas.mp4 | 46.47 MB |
| 16 - Data analysis with Pandas/010 Reading and Writing Files in Pandas_en.vtt | 7.12 KB |
| 17 - Data Visualization with Matplotlib/001 Matplotlib Part 1 - Functional Method.mp4 | 90.64 MB |
| 17 - Data Visualization with Matplotlib/001 Matplotlib Part 1 - Functional Method_en.vtt | 9.91 KB |
| 17 - Data Visualization with Matplotlib/002 Matplotlib Part 1 - Object Oriented Method.mp4 | 44.01 MB |
| 17 - Data Visualization with Matplotlib/002 Matplotlib Part 1 - Object Oriented Method_en.vtt | 5.89 KB |
| 17 - Data Visualization with Matplotlib/003 Matplotlib Part 2 - Subplots Method.mp4 | 37.77 MB |
| 17 - Data Visualization with Matplotlib/003 Matplotlib Part 2 - Subplots Method_en.vtt | 4.92 KB |
| 17 - Data Visualization with Matplotlib/004 Matplotlib Part 2 - Figure size, Aspect ratio and DPI.mp4 | 53.94 MB |
| 17 - Data Visualization with Matplotlib/004 Matplotlib Part 2 - Figure size, Aspect ratio and DPI_en.vtt | 6.72 KB |
| 17 - Data Visualization with Matplotlib/005 Matplotlib Part 3.mp4 | 50.06 MB |
| 17 - Data Visualization with Matplotlib/005 Matplotlib Part 3_en.vtt | 4.75 KB |
| 17 - Data Visualization with Matplotlib/006 Matplotlib Part 4.mp4 | 91.20 MB |
| 17 - Data Visualization with Matplotlib/006 Matplotlib Part 4_en.vtt | 8.57 KB |
| 18 - Appendix/001 Text File Processing - I.mp4 | 39.69 MB |
| 18 - Appendix/001 Text File Processing - I_en.vtt | 7.76 KB |
| 18 - Appendix/002 Text File Processing - II.mp4 | 57.96 MB |
| 18 - Appendix/002 Text File Processing - II_en.vtt | 8.19 KB |
| 18 - Appendix/003 Text File Processing - III.mp4 | 54.77 MB |
| 18 - Appendix/003 Text File Processing - III_en.vtt | 11.12 KB |
| 18 - Appendix/004 Text File Processing - IV.mp4 | 15.49 MB |
| 18 - Appendix/004 Text File Processing - IV_en.vtt | 3.43 KB |
| 18 - Appendix/005 Working with PDF File - I.mp4 | 45.56 MB |
| 18 - Appendix/005 Working with PDF File - I_en.vtt | 8.31 KB |
| 18 - Appendix/25154140-sample.pdf | 2.96 KB |
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