|
|
1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4
|
MP4
|
35.7 MB
|
|
|
1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.srt
|
SRT
|
7.1 KB
|
|
|
1. Introduction to Deep Learning for NLP.mp4
|
MP4
|
6.9 MB
|
|
|
1. Introduction to Deep Learning for NLP.srt
|
SRT
|
1.2 KB
|
|
|
1. Introduction to Natural Language Processing.mp4
|
MP4
|
4.1 MB
|
|
|
1. Introduction to Natural Language Processing.srt
|
SRT
|
921.6 B
|
|
|
1. Introduction to Python Text Basics.mp4
|
MP4
|
3.7 MB
|
|
|
1. Introduction to Python Text Basics.srt
|
SRT
|
921.6 B
|
|
|
1. Introduction to Section on POS and NER.mp4
|
MP4
|
3.5 MB
|
|
|
1. Introduction to Section on POS and NER.srt
|
SRT
|
716.8 B
|
|
|
1. Introduction to Semantics and Sentiment Analysis.mp4
|
MP4
|
2.2 MB
|
|
|
1. Introduction to Semantics and Sentiment Analysis.srt
|
SRT
|
614.4 B
|
|
|
1. Introduction to Text Classification.mp4
|
MP4
|
5.4 MB
|
|
|
1. Introduction to Text Classification.srt
|
SRT
|
1.3 KB
|
|
|
1. Introduction to Topic Modeling Section.mp4
|
MP4
|
4.3 MB
|
|
|
1. Introduction to Topic Modeling Section.srt
|
SRT
|
819.2 B
|
|
|
1.1 UPDATED_NLP_COURSE.zip.zip
|
ZIP
|
89.5 MB
|
|
|
10. Phrase Matching and Vocabulary - Part One.mp4
|
MP4
|
108.1 MB
|
|
|
10. Phrase Matching and Vocabulary - Part One.srt
|
SRT
|
20.9 KB
|
|
|
10. Text Feature Extraction - Code Along - Part Two.mp4
|
MP4
|
89.4 MB
|
|
|
10. Text Feature Extraction - Code Along - Part Two.srt
|
SRT
|
14.6 KB
|
|
|
10. Text Generation with LSTMS with Keras - Part Three.mp4
|
MP4
|
99.5 MB
|
|
|
10. Text Generation with LSTMS with Keras - Part Three.srt
|
SRT
|
19.3 KB
|
|
|
11. Chat Bots Overview.mp4
|
MP4
|
42 MB
|
|
|
11. Chat Bots Overview.srt
|
SRT
|
11 KB
|
|
|
11. Phrase Matching and Vocabulary - Part Two.mp4
|
MP4
|
53.1 MB
|
|
|
11. Phrase Matching and Vocabulary - Part Two.srt
|
SRT
|
9.7 KB
|
|
|
11. Text Classification Code Along Project.mp4
|
MP4
|
66.6 MB
|
|
|
11. Text Classification Code Along Project.srt
|
SRT
|
14.3 KB
|
|
|
11.1 End to End Networks.html
|
HTML
|
102.4 B
|
|
|
12. Creating Chat Bots with Python - Part One.mp4
|
MP4
|
51.2 MB
|
|
|
12. Creating Chat Bots with Python - Part One.srt
|
SRT
|
14.8 KB
|
|
|
12. NLP Basics Assessment Overview.mp4
|
MP4
|
25.7 MB
|
|
|
12. NLP Basics Assessment Overview.srt
|
SRT
|
4.7 KB
|
|
|
12. Text Classification Assessment Overview.mp4
|
MP4
|
9.3 MB
|
|
|
12. Text Classification Assessment Overview.srt
|
SRT
|
1.8 KB
|
|
|
13. Creating Chat Bots with Python - Part Two.mp4
|
MP4
|
73.3 MB
|
|
|
13. Creating Chat Bots with Python - Part Two.srt
|
SRT
|
16.3 KB
|
|
|
13. NLP Basics Assessment Solution.mp4
|
MP4
|
57.8 MB
|
|
|
13. NLP Basics Assessment Solution.srt
|
SRT
|
9.7 KB
|
|
|
13. Text Classification Assessment Solutions.mp4
|
MP4
|
43 MB
|
|
|
13. Text Classification Assessment Solutions.srt
|
SRT
|
8.7 KB
|
|
|
14. Creating Chat Bots with Python - Part Three.mp4
|
MP4
|
117.1 MB
|
|
|
14. Creating Chat Bots with Python - Part Three.srt
|
SRT
|
22.4 KB
|
|
|
15. Creating Chat Bots with Python - Part Four.mp4
|
MP4
|
143.4 MB
|
|
|
15. Creating Chat Bots with Python - Part Four.srt
|
SRT
|
26.3 KB
|
|
|
2. Machine Learning Overview.mp4
|
MP4
|
50.7 MB
|
|
|
2. Machine Learning Overview.srt
|
SRT
|
14.9 KB
|
|
|
2. Overview of Semantics and Word Vectors.mp4
|
MP4
|
40.2 MB
|
|
|
2. Overview of Semantics and Word Vectors.srt
|
SRT
|
10.5 KB
|
|
|
2. Overview of Topic Modeling.mp4
|
MP4
|
12.9 MB
|
|
|
2. Overview of Topic Modeling.srt
|
SRT
|
3 KB
|
|
|
2. Part of Speech Tagging.mp4
|
MP4
|
110 MB
|
|
|
2. Part of Speech Tagging.srt
|
SRT
|
23.3 KB
|
|
|
2. Quick Check.html
|
HTML
|
102.4 B
|
|
|
2. Spacy Setup and Overview.mp4
|
MP4
|
56.2 MB
|
|
|
2. Spacy Setup and Overview.srt
|
SRT
|
11.5 KB
|
|
|
2. The Basic Perceptron Model.mp4
|
MP4
|
22.1 MB
|
|
|
2. The Basic Perceptron Model.srt
|
SRT
|
7.6 KB
|
|
|
2. Working with Text Files with Python - Part One.mp4
|
MP4
|
65.2 MB
|
|
|
2. Working with Text Files with Python - Part One.srt
|
SRT
|
16.4 KB
|
|
|
3. Classification Metrics.mp4
|
MP4
|
61.9 MB
|
|
|
3. Classification Metrics.srt
|
SRT
|
17.5 KB
|
|
|
3. Curriculum Overview.mp4
|
MP4
|
20.3 MB
|
|
|
3. Curriculum Overview.srt
|
SRT
|
4.8 KB
|
|
|
3. Introduction to Neural Networks.mp4
|
MP4
|
29.4 MB
|
|
|
3. Introduction to Neural Networks.srt
|
SRT
|
9.6 KB
|
|
|
3. Latent Dirichlet Allocation Overview.mp4
|
MP4
|
60.2 MB
|
|
|
3. Latent Dirichlet Allocation Overview.srt
|
SRT
|
15 KB
|
|
|
3. Semantics and Word Vectors with Spacy.mp4
|
MP4
|
114.7 MB
|
|
|
3. Semantics and Word Vectors with Spacy.srt
|
SRT
|
23.1 KB
|
|
|
3. Visualizing Part of Speech.mp4
|
MP4
|
32.8 MB
|
|
|
3. Visualizing Part of Speech.srt
|
SRT
|
8.6 KB
|
|
|
3. What is Natural Language Processing.mp4
|
MP4
|
19.1 MB
|
|
|
3. What is Natural Language Processing.srt
|
SRT
|
4.4 KB
|
|
|
3. Working with Text Files with Python - Part Two.mp4
|
MP4
|
118.5 MB
|
|
|
3. Working with Text Files with Python - Part Two.srt
|
SRT
|
28.2 KB
|
|
|
4. Confusion Matrix.mp4
|
MP4
|
53.9 MB
|
|
|
4. Confusion Matrix.srt
|
SRT
|
15.2 KB
|
|
|
4. Installation and Setup Lecture.mp4
|
MP4
|
89.1 MB
|
|
|
4. Installation and Setup Lecture.srt
|
SRT
|
19 KB
|
|
|
4. Keras Basics - Part One.mp4
|
MP4
|
90.9 MB
|
|
|
4. Keras Basics - Part One.srt
|
SRT
|
19.6 KB
|
|
|
4. Latent Dirichlet Allocation with Python - Part One.mp4
|
MP4
|
59.9 MB
|
|
|
4. Latent Dirichlet Allocation with Python - Part One.srt
|
SRT
|
12.8 KB
|
|
|
4. Named Entity Recognition - Part One.mp4
|
MP4
|
67.1 MB
|
|
|
4. Named Entity Recognition - Part One.srt
|
SRT
|
12.5 KB
|
|
|
4. Sentiment Analysis Overview.mp4
|
MP4
|
30.4 MB
|
|
|
4. Sentiment Analysis Overview.srt
|
SRT
|
6.8 KB
|
|
|
4. Spacy Basics.mp4
|
MP4
|
128.3 MB
|
|
|
4. Spacy Basics.srt
|
SRT
|
26.6 KB
|
|
|
4. Working with PDFs.mp4
|
MP4
|
73.9 MB
|
|
|
4. Working with PDFs.srt
|
SRT
|
16.2 KB
|
|
|
4.1 Link for .yml file (Should work for all Operating Systems).html
|
HTML
|
102.4 B
|
|
|
5. FAQ - Frequently Asked Questions.html
|
HTML
|
5.1 KB
|
|
|
5. Keras Basics - Part Two.mp4
|
MP4
|
37.1 MB
|
|
|
5. Keras Basics - Part Two.srt
|
SRT
|
7.8 KB
|
|
|
5. Latent Dirichlet Allocation with Python - Part Two.mp4
|
MP4
|
128.4 MB
|
|
|
5. Latent Dirichlet Allocation with Python - Part Two.srt
|
SRT
|
20.3 KB
|
|
|
5. Named Entity Recognition - Part Two.mp4
|
MP4
|
63.2 MB
|
|
|
5. Named Entity Recognition - Part Two.srt
|
SRT
|
11.5 KB
|
|
|
5. Regular Expressions Part One.mp4
|
MP4
|
95.2 MB
|
|
|
5. Regular Expressions Part One.srt
|
SRT
|
21.3 KB
|
|
|
5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4
|
MP4
|
21.4 MB
|
|
|
5. Scikit-Learn Primer - How to Use SciKit-Learn.srt
|
SRT
|
6.8 KB
|
|
|
5. Sentiment Analysis with NLTK.mp4
|
MP4
|
91.1 MB
|
|
|
5. Sentiment Analysis with NLTK.srt
|
SRT
|
17.7 KB
|
|
|
5. Tokenization - Part One.mp4
|
MP4
|
76.2 MB
|
|
|
5. Tokenization - Part One.srt
|
SRT
|
19.6 KB
|
|
|
5.1 UPDATED_NLP_COURSE.zip.zip
|
ZIP
|
89.5 MB
|
|
|
6. Non-negative Matrix Factorization Overview.mp4
|
MP4
|
41.6 MB
|
|
|
6. Non-negative Matrix Factorization Overview.srt
|
SRT
|
9.3 KB
|
|
|
6. Recurrent Neural Network Overview.mp4
|
MP4
|
33.4 MB
|
|
|
6. Recurrent Neural Network Overview.srt
|
SRT
|
11.3 KB
|
|
|
6. Regular Expressions Part Two.mp4
|
MP4
|
61.1 MB
|
|
|
6. Regular Expressions Part Two.srt
|
SRT
|
13.5 KB
|
|
|
6. Scikit-Learn Primer - Code Along Part One.mp4
|
MP4
|
88.3 MB
|
|
|
6. Scikit-Learn Primer - Code Along Part One.srt
|
SRT
|
21.8 KB
|
|
|
6. Sentiment Analysis Code Along Movie Review Project.mp4
|
MP4
|
48.7 MB
|
|
|
6. Sentiment Analysis Code Along Movie Review Project.srt
|
SRT
|
10.2 KB
|
|
|
6. Tokenization - Part Two.mp4
|
MP4
|
45.8 MB
|
|
|
6. Tokenization - Part Two.srt
|
SRT
|
8.6 KB
|
|
|
6. Visualizing Named Entity Recognition.mp4
|
MP4
|
51.6 MB
|
|
|
6. Visualizing Named Entity Recognition.srt
|
SRT
|
10 KB
|
|
|
7. LSTMs, GRU, and Text Generation.mp4
|
MP4
|
49.3 MB
|
|
|
7. LSTMs, GRU, and Text Generation.srt
|
SRT
|
15.3 KB
|
|
|
7. Non-negative Matrix Factorization with Python.mp4
|
MP4
|
83.7 MB
|
|
|
7. Non-negative Matrix Factorization with Python.srt
|
SRT
|
15.9 KB
|
|
|
7. Python Text Basics - Assessment Overview.mp4
|
MP4
|
20.4 MB
|
|
|
7. Python Text Basics - Assessment Overview.srt
|
SRT
|
3.7 KB
|
|
|
7. Scikit-Learn Primer - Code Along Part Two.mp4
|
MP4
|
55.9 MB
|
|
|
7. Scikit-Learn Primer - Code Along Part Two.srt
|
SRT
|
11.8 KB
|
|
|
7. Sentence Segmentation.mp4
|
MP4
|
93.7 MB
|
|
|
7. Sentence Segmentation.srt
|
SRT
|
20.9 KB
|
|
|
7. Sentiment Analysis Project Assessment.mp4
|
MP4
|
25.1 MB
|
|
|
7. Sentiment Analysis Project Assessment.srt
|
SRT
|
4.5 KB
|
|
|
7. Stemming.mp4
|
MP4
|
51.8 MB
|
|
|
7. Stemming.srt
|
SRT
|
12.4 KB
|
|
|
8. Lemmatization.mp4
|
MP4
|
45 MB
|
|
|
8. Lemmatization.srt
|
SRT
|
9.2 KB
|
|
|
8. Part Of Speech Assessment.mp4
|
MP4
|
18.8 MB
|
|
|
8. Part Of Speech Assessment.srt
|
SRT
|
3.7 KB
|
|
|
8. Python Text Basics - Assessment Solutions.mp4
|
MP4
|
50 MB
|
|
|
8. Python Text Basics - Assessment Solutions.srt
|
SRT
|
9.9 KB
|
|
|
8. Sentiment Analysis Project Assessment - Solutions.mp4
|
MP4
|
88.9 MB
|
|
|
8. Sentiment Analysis Project Assessment - Solutions.srt
|
SRT
|
15.1 KB
|
|
|
8. Text Feature Extraction Overview.mp4
|
MP4
|
34.9 MB
|
|
|
8. Text Feature Extraction Overview.srt
|
SRT
|
8.4 KB
|
|
|
8. Text Generation with LSTMs with Keras and Python - Part One.mp4
|
MP4
|
100.9 MB
|
|
|
8. Text Generation with LSTMs with Keras and Python - Part One.srt
|
SRT
|
22.5 KB
|
|
|
8. Topic Modeling Project - Overview.mp4
|
MP4
|
30.7 MB
|
|
|
8. Topic Modeling Project - Overview.srt
|
SRT
|
5.9 KB
|
|
|
9. Part Of Speech Assessment - Solutions.mp4
|
MP4
|
61 MB
|
|
|
9. Part Of Speech Assessment - Solutions.srt
|
SRT
|
9.9 KB
|
|
|
9. Stop Words.mp4
|
MP4
|
37.3 MB
|
|
|
9. Stop Words.srt
|
SRT
|
6.4 KB
|
|
|
9. Text Feature Extraction - Code Along Implementations.mp4
|
MP4
|
108.2 MB
|
|
|
9. Text Feature Extraction - Code Along Implementations.srt
|
SRT
|
19.8 KB
|
|
|
9. Text Generation with LSTMs with Keras and Python - Part Two.mp4
|
MP4
|
91.2 MB
|
|
|
9. Text Generation with LSTMs with Keras and Python - Part Two.srt
|
SRT
|
17.8 KB
|
|
|
9. Topic Modeling Project - Solutions.mp4
|
MP4
|
56.9 MB
|
|
|
9. Topic Modeling Project - Solutions.srt
|
SRT
|
8.9 KB
|
|
|
[DesireCourse.Com].txt
|
TXT
|
716.8 B
|
|
|
[DesireCourse.Com].url
|
URL
|
0 B
|
