FreeCourseLab com Udemy NLP Natural Language Processing with Python

FreeCourseLab com Udemy NLP Natural Language Processing with Python

Name	[FreeCourseLab.com] Udemy - NLP - Natural Language Processing with Python	DOWNLOAD Copy Link
Total Size	5.2 GB
Total Files	163
Last Seen	2024-10-06 23:38
Hash	C1F0747BAC2A7CE7643475647DB8A86E90C37BE1

/1. Introduction/
1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4	24.3 MB
1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.vtt	6.4 KB
1.1 UPDATED_NLP_COURSE.zip.zip	93.8 MB
2. Quick Check.html	0.2 KB
3. Curriculum Overview.mp4	15.0 MB
3. Curriculum Overview.vtt	4.4 KB
4. Installation and Setup Lecture.mp4	92.4 MB
4. Installation and Setup Lecture.vtt	17.0 KB
4.1 Link for .yml file (Should work for all Operating Systems).html	0.1 KB
5. FAQ - Frequently Asked Questions.html	5.2 KB
5.1 UPDATED_NLP_COURSE.zip.zip	93.8 MB
/2. Python Text Basics/
1. Introduction to Python Text Basics.mp4	3.9 MB
1. Introduction to Python Text Basics.vtt	0.8 KB
2. Working with Text Files with Python - Part One.mp4	68.3 MB
2. Working with Text Files with Python - Part One.vtt	14.6 KB
3. Working with Text Files with Python - Part Two.mp4	124.2 MB
3. Working with Text Files with Python - Part Two.vtt	25.1 KB
4. Working with PDFs.mp4	77.4 MB
4. Working with PDFs.vtt	77.5 MB
5. Regular Expressions Part One.mp4	99.8 MB
5. Regular Expressions Part One.vtt	99.8 MB
6. Regular Expressions Part Two.mp4	64.1 MB
6. Regular Expressions Part Two.vtt	64.1 MB
7. Python Text Basics - Assessment Overview.mp4	21.4 MB
7. Python Text Basics - Assessment Overview.vtt	3.3 KB
8. Python Text Basics - Assessment Solutions.mp4	52.4 MB
8. Python Text Basics - Assessment Solutions.vtt	8.8 KB
/3. Natural Language Processing Basics/
1. Introduction to Natural Language Processing.mp4	4.3 MB
1. Introduction to Natural Language Processing.vtt	0.9 KB
10. Phrase Matching and Vocabulary - Part One.mp4	113.3 MB
10. Phrase Matching and Vocabulary - Part One.vtt	18.7 KB
11. Phrase Matching and Vocabulary - Part Two.mp4	55.7 MB
11. Phrase Matching and Vocabulary - Part Two.vtt	8.7 KB
12. NLP Basics Assessment Overview.mp4	26.9 MB
12. NLP Basics Assessment Overview.vtt	4.2 KB
13. NLP Basics Assessment Solution.mp4	60.7 MB
13. NLP Basics Assessment Solution.vtt	8.7 KB
2. Spacy Setup and Overview.mp4	58.9 MB
2. Spacy Setup and Overview.vtt	10.4 KB
3. What is Natural Language Processing.mp4	20.0 MB
3. What is Natural Language Processing.vtt	4.0 KB
4. Spacy Basics.mp4	134.5 MB
4. Spacy Basics.vtt	23.8 KB
5. Tokenization - Part One.mp4	79.9 MB
5. Tokenization - Part One.vtt	17.5 KB
6. Tokenization - Part Two.mp4	48.1 MB
6. Tokenization - Part Two.vtt	7.7 KB
7. Stemming.mp4	54.4 MB
7. Stemming.vtt	11.3 KB
8. Lemmatization.mp4	47.2 MB
8. Lemmatization.vtt	8.3 KB
9. Stop Words.mp4	39.1 MB
9. Stop Words.vtt	5.7 KB
/4. Part of Speech Tagging and Named Entity Recognition/
1. Introduction to Section on POS and NER.mp4	3.7 MB
1. Introduction to Section on POS and NER.vtt	0.7 KB
2. Part of Speech Tagging.mp4	115.4 MB
2. Part of Speech Tagging.vtt	20.9 KB
3. Visualizing Part of Speech.mp4	34.4 MB
3. Visualizing Part of Speech.vtt	7.7 KB
4. Named Entity Recognition - Part One.mp4	70.4 MB
4. Named Entity Recognition - Part One.vtt	11.2 KB
5. Named Entity Recognition - Part Two.mp4	66.3 MB
5. Named Entity Recognition - Part Two.vtt	10.4 KB
6. Visualizing Named Entity Recognition.mp4	54.2 MB
6. Visualizing Named Entity Recognition.vtt	8.9 KB
7. Sentence Segmentation.mp4	98.3 MB
7. Sentence Segmentation.vtt	18.7 KB
8. Part Of Speech Assessment.mp4	19.8 MB
8. Part Of Speech Assessment.vtt	3.3 KB
9. Part Of Speech Assessment - Solutions.mp4	64.0 MB
9. Part Of Speech Assessment - Solutions.vtt	8.9 KB
/5. Text Classification/
1. Introduction to Text Classification.mp4	5.7 MB
1. Introduction to Text Classification.vtt	1.1 KB
10. Text Feature Extraction - Code Along - Part Two.mp4	93.7 MB
10. Text Feature Extraction - Code Along - Part Two.vtt	13.0 KB
11. Text Classification Code Along Project.mp4	69.9 MB
11. Text Classification Code Along Project.vtt	9.7 MB
12. Text Classification Assessment Overview.mp4	9.7 MB
12. Text Classification Assessment Overview.vtt	32.6 MB
13. Text Classification Assessment Solutions.mp4	45.1 MB
13. Text Classification Assessment Solutions.vtt	7.8 KB
2. Machine Learning Overview.mp4	53.2 MB
2. Machine Learning Overview.vtt	53.2 MB
3. Classification Metrics.mp4	64.9 MB
3. Classification Metrics.vtt	15.8 KB
4. Confusion Matrix.mp4	56.5 MB
4. Confusion Matrix.vtt	13.6 KB
5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4	22.4 MB
5. Scikit-Learn Primer - How to Use SciKit-Learn.vtt	22.4 MB
6. Scikit-Learn Primer - Code Along Part One.mp4	92.6 MB
6. Scikit-Learn Primer - Code Along Part One.vtt	19.5 KB
7. Scikit-Learn Primer - Code Along Part Two.mp4	58.7 MB
7. Scikit-Learn Primer - Code Along Part Two.vtt	10.7 KB
8. Text Feature Extraction Overview.mp4	36.6 MB
8. Text Feature Extraction Overview.vtt	7.7 KB
9. Text Feature Extraction - Code Along Implementations.mp4	113.4 MB
9. Text Feature Extraction - Code Along Implementations.vtt	17.8 KB
/6. Semantics and Sentiment Analysis/
1. Introduction to Semantics and Sentiment Analysis.mp4	2.3 MB
1. Introduction to Semantics and Sentiment Analysis.vtt	0.6 KB
2. Overview of Semantics and Word Vectors.mp4	42.2 MB
2. Overview of Semantics and Word Vectors.vtt	9.6 KB
3. Semantics and Word Vectors with Spacy.mp4	120.3 MB
3. Semantics and Word Vectors with Spacy.vtt	20.8 KB
4. Sentiment Analysis Overview.mp4	31.9 MB
4. Sentiment Analysis Overview.vtt	6.2 KB
5. Sentiment Analysis with NLTK.mp4	95.5 MB
5. Sentiment Analysis with NLTK.vtt	15.9 KB
6. Sentiment Analysis Code Along Movie Review Project.mp4	51.1 MB
6. Sentiment Analysis Code Along Movie Review Project.vtt	9.2 KB
7. Sentiment Analysis Project Assessment.mp4	26.3 MB
7. Sentiment Analysis Project Assessment.vtt	4.1 KB
8. Sentiment Analysis Project Assessment - Solutions.mp4	93.2 MB
8. Sentiment Analysis Project Assessment - Solutions.vtt	13.5 KB
/7. Topic Modeling/
1. Introduction to Topic Modeling Section.mp4	4.5 MB
1. Introduction to Topic Modeling Section.vtt	0.8 KB
2. Overview of Topic Modeling.mp4	13.6 MB
2. Overview of Topic Modeling.vtt	2.7 KB
3. Latent Dirichlet Allocation Overview.mp4	63.1 MB
3. Latent Dirichlet Allocation Overview.vtt	13.7 KB
4. Latent Dirichlet Allocation with Python - Part One.mp4	62.8 MB
4. Latent Dirichlet Allocation with Python - Part One.vtt	11.5 KB
5. Latent Dirichlet Allocation with Python - Part Two.mp4	134.6 MB
5. Latent Dirichlet Allocation with Python - Part Two.vtt	18.2 KB
6. Non-negative Matrix Factorization Overview.mp4	43.7 MB
6. Non-negative Matrix Factorization Overview.vtt	8.5 KB
7. Non-negative Matrix Factorization with Python.mp4	87.8 MB
7. Non-negative Matrix Factorization with Python.vtt	14.2 KB
8. Topic Modeling Project - Overview.mp4	32.2 MB
8. Topic Modeling Project - Overview.vtt	5.3 KB
9. Topic Modeling Project - Solutions.mp4	59.7 MB
9. Topic Modeling Project - Solutions.vtt	8.0 KB
/8. Deep Learning for NLP/
1. Introduction to Deep Learning for NLP.mp4	9.6 MB
1. Introduction to Deep Learning for NLP.vtt	1.1 KB
10. Text Generation with LSTMS with Keras - Part Three.mp4	104.4 MB
10. Text Generation with LSTMS with Keras - Part Three.vtt	17.2 KB
11. Chat Bots Overview.mp4	44.0 MB
11. Chat Bots Overview.vtt	10.0 KB
11.1 End to End Networks.html	0.1 KB
12. Creating Chat Bots with Python - Part One.mp4	53.7 MB
12. Creating Chat Bots with Python - Part One.vtt	13.2 KB
13. Creating Chat Bots with Python - Part Two.mp4	76.9 MB
13. Creating Chat Bots with Python - Part Two.vtt	14.8 KB
14. Creating Chat Bots with Python - Part Three.mp4	122.8 MB
14. Creating Chat Bots with Python - Part Three.vtt	20.4 KB
15. Creating Chat Bots with Python - Part Four.mp4	131.6 MB
15. Creating Chat Bots with Python - Part Four.vtt	23.6 KB
2. The Basic Perceptron Model.mp4	23.2 MB
2. The Basic Perceptron Model.vtt	6.9 KB
3. Introduction to Neural Networks.mp4	30.9 MB
3. Introduction to Neural Networks.vtt	8.8 KB
4. Keras Basics - Part One.mp4	95.3 MB
4. Keras Basics - Part One.vtt	17.5 KB
5. Keras Basics - Part Two.mp4	38.9 MB
5. Keras Basics - Part Two.vtt	7.0 KB
6. Recurrent Neural Network Overview.mp4	35.1 MB
6. Recurrent Neural Network Overview.vtt	10.3 KB
7. LSTMs, GRU, and Text Generation.mp4	51.6 MB
7. LSTMs, GRU, and Text Generation.vtt	13.8 KB
8. Text Generation with LSTMs with Keras and Python - Part One.mp4	105.8 MB
8. Text Generation with LSTMs with Keras and Python - Part One.vtt	20.2 KB
9. Text Generation with LSTMs with Keras and Python - Part Two.mp4	95.6 MB
9. Text Generation with LSTMs with Keras and Python - Part Two.vtt	15.9 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 163