| FILENAME | SIZE |  | 01 - Introduction/001 Introduction and Outline.mp4 | 73 MB |
 | 01 - Introduction/001 Introduction and Outline_en.srt | 15.5 KB |
| 01 - Introduction/002 Where to get the Code.mp4 | 62.9 MB |
| 01 - Introduction/002 Where to get the Code_en.srt | 15.6 KB |
| 01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4 | 26.7 MB |
| 01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!_en.srt | 7.2 KB |
 | 01 - Introduction/external-assets-links.txt | 223 B |
| 02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4 | 17.5 MB |
| 02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro_en.srt | 5 KB |
| 02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4 | 28.4 MB |
| 02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP_en.srt | 6.7 KB |
| 02 - Vector Models and Text Preprocessing/003 What is a Vector.mp4 | 48.9 MB |
| 02 - Vector Models and Text Preprocessing/003 What is a Vector_en.srt | 14.9 KB |
| 02 - Vector Models and Text Preprocessing/004 Bag of Words.mp4 | 13.9 MB |
| 02 - Vector Models and Text Preprocessing/004 Bag of Words_en.srt | 3.2 KB |
| 02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory).mp4 | 57.4 MB |
| 02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory)_en.srt | 19.2 KB |
| 02 - Vector Models and Text Preprocessing/006 Tokenization.mp4 | 73.5 MB |
| 02 - Vector Models and Text Preprocessing/006 Tokenization_en.srt | 19.8 KB |
| 02 - Vector Models and Text Preprocessing/007 Stopwords.mp4 | 13.1 MB |
| 02 - Vector Models and Text Preprocessing/007 Stopwords_en.srt | 6.2 KB |
| 02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization.mp4 | 57.9 MB |
| 02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization_en.srt | 15.8 KB |
| 02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo.mp4 | 74.8 MB |
| 02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo_en.srt | 13.9 KB |
| 02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code).mp4 | 102 MB |
| 02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code)_en.srt | 19.1 KB |
| 02 - Vector Models and Text Preprocessing/011 Vector Similarity.mp4 | 45.1 MB |
| 02 - Vector Models and Text Preprocessing/011 Vector Similarity_en.srt | 15.2 KB |
| 02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory).mp4 | 58.6 MB |
| 02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory)_en.srt | 18.3 KB |
| 02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt.mp4 | 13.4 MB |
| 02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt_en.srt | 3.2 KB |
| 02 - Vector Models and Text Preprocessing/014 TF-IDF (Code).mp4 | 124.9 MB |
| 02 - Vector Models and Text Preprocessing/014 TF-IDF (Code)_en.srt | 24.8 KB |
| 02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping.mp4 | 47.6 MB |
| 02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping_en.srt | 14.8 KB |
| 02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch.mp4 | 79.8 MB |
| 02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch_en.srt | 18.6 KB |
| 02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings.mp4 | 45.5 MB |
| 02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings_en.srt | 13.5 KB |
| 02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo.mp4 | 66.8 MB |
| 02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo_en.srt | 12.7 KB |
| 02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary.mp4 | 20.9 MB |
| 02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary_en.srt | 4.8 KB |
| 02 - Vector Models and Text Preprocessing/How you can help GetFreeCourses.Co.txt | 182 B |
| 03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction).mp4 | 26.9 MB |
| 03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction)_en.srt | 6.3 KB |
| 04 - Markov Models (Intermediate)/001 Markov Models Section Introduction.mp4 | 13.1 MB |
| 04 - Markov Models (Intermediate)/001 Markov Models Section Introduction_en.srt | 3.5 KB |
| 04 - Markov Models (Intermediate)/002 The Markov Property.mp4 | 32.2 MB |
| 04 - Markov Models (Intermediate)/002 The Markov Property_en.srt | 9.5 KB |
| 04 - Markov Models (Intermediate)/003 The Markov Model.mp4 | 45.3 MB |
| 04 - Markov Models (Intermediate)/003 The Markov Model_en.srt | 16 KB |
| 04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities.mp4 | 32.9 MB |
| 04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities_en.srt | 10.3 KB |
| 04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory).mp4 | 28.9 MB |
| 04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory)_en.srt | 9.5 KB |
| 04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt).mp4 | 16.1 MB |
| 04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt)_en.srt | 8.8 KB |
| 04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1).mp4 | 57.7 MB |
| 04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1)_en.srt | 11.8 KB |
| 04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2).mp4 | 72.2 MB |
| 04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2)_en.srt | 13.8 KB |
| 04 - Markov Models (Intermediate)/009 Language Model (Theory).mp4 | 45 MB |
| 04 - Markov Models (Intermediate)/009 Language Model (Theory)_en.srt | 13.3 KB |
| 04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt).mp4 | 28.8 MB |
| 04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt)_en.srt | 9 KB |
| 04 - Markov Models (Intermediate)/011 Language Model (Code pt 1).mp4 | 62.8 MB |
| 04 - Markov Models (Intermediate)/011 Language Model (Code pt 1)_en.srt | 13.2 KB |
| 04 - Markov Models (Intermediate)/012 Language Model (Code pt 2).mp4 | 52.4 MB |
| 04 - Markov Models (Intermediate)/012 Language Model (Code pt 2)_en.srt | 11.3 KB |
| 04 - Markov Models (Intermediate)/013 Markov Models Section Summary.mp4 | 15.6 MB |
| 04 - Markov Models (Intermediate)/013 Markov Models Section Summary_en.srt | 4 KB |
| 05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description.mp4 | 41.9 MB |
| 05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description_en.srt | 10.8 KB |
| 05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach.mp4 | 15.9 MB |
| 05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach_en.srt | 5.2 KB |
| 05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt.mp4 | 24.6 MB |
| 05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt_en.srt | 7.6 KB |
| 05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1).mp4 | 95.9 MB |
| 05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1)_en.srt | 20.7 KB |
| 05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2).mp4 | 75.4 MB |
| 05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2)_en.srt | 12.4 KB |
| 05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong.mp4 | 28.2 MB |
| 05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong_en.srt | 7.6 KB |
| 06 - Cipher Decryption (Advanced)/001 Section Introduction.mp4 | 26.3 MB |
| 06 - Cipher Decryption (Advanced)/001 Section Introduction_en.srt | 6.7 KB |
| 06 - Cipher Decryption (Advanced)/002 Ciphers.mp4 | 17.2 MB |
| 06 - Cipher Decryption (Advanced)/002 Ciphers_en.srt | 4.8 KB |
| 06 - Cipher Decryption (Advanced)/003 Language Models (Review).mp4 | 65.5 MB |
| 06 - Cipher Decryption (Advanced)/003 Language Models (Review)_en.srt | 20.5 KB |
| 06 - Cipher Decryption (Advanced)/004 Genetic Algorithms.mp4 | 105.2 MB |
| 06 - Cipher Decryption (Advanced)/004 Genetic Algorithms_en.srt | 29.2 KB |
| 06 - Cipher Decryption (Advanced)/005 Code Preparation.mp4 | 20.6 MB |
| 06 - Cipher Decryption (Advanced)/005 Code Preparation_en.srt | 6.7 KB |
| 06 - Cipher Decryption (Advanced)/006 Code pt 1.mp4 | 16 MB |
