CourseWikia com Intro To Natural Language Processing In Python For Ai

CourseWikia com Intro To Natural Language Processing In Python For Ai

Name	[ CourseWikia.com ] Intro To Natural Language Processing In Python For Ai	DOWNLOAD Copy Link
Total Size	1.4 GB
Total Files	53
Last Seen	2025-02-19 23:34
Hash	A78A3A278BEA08D32413B506B569424BA8D19084

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Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 - Introduction to the course.mp4	57.2 MB
2 - Introduction to NLP.mp4	34.2 MB
3 - NLP in everyday life.mp4	19.8 MB
4 - Supervised vs Unsupervised NLP.mp4	27.6 MB
/2 - Text Preprocessing/
10 - Stemming.mp4	7.5 MB
11 - Lemmatization.mp4	11.2 MB
12 - Ngrams.mp4	19.0 MB
13 - Practical task.mp4	63.5 MB
13 - tripadvisor-hotel-reviews.csv	67.5 KB
5 - The importance of data preparation.mp4	35.4 MB
6 - Lowercase.mp4	9.8 MB
7 - Removing stop words.mp4	20.8 MB
8 - Regular expressions.mp4	42.6 MB
9 - Tokenization.mp4	8.2 MB
/.../3 - Identifying Parts of Speech and Named Entities/
14 - Text tagging.mp4	24.1 MB
15 - Parts of speech POS tagging.mp4	21.6 MB
16 - Named entity recognition NER.mp4	25.2 MB
17 - Practical task.mp4	54.8 MB
17 - bbc-news.csv	341.4 KB
/4 - Sentiment Analysis/
18 - What is sentiment analysis.mp4	39.0 MB
19 - Rulebased sentiment analysis.mp4	23.9 MB
20 - Pretrained transformer models.mp4	23.3 MB
21 - Practical task.mp4	33.3 MB
21 - book-reviews-sample.csv	9.7 KB
/5 - Vectorizing Text/
22 - Numerical representation of text.mp4	35.0 MB
23 - Bag of Words model.mp4	12.1 MB
24 - TFIDF.mp4	20.0 MB
/6 - Topic Modelling/
25 - What is topic modelling.mp4	59.7 MB
26 - When to use topic modelling.mp4	32.8 MB
27 - Latent Dirichlet Allocation.mp4	46.9 MB
28 - LDA in Python.mp4	31.5 MB
28 - news-articles.csv	673.1 KB
29 - Latent Semantic Analysis.mp4	34.6 MB
30 - LSA in Python.mp4	14.0 MB
/.../7 - Builing Your Own Text Classifier/
31 - Building a custom text classifier.mp4	19.7 MB
32 - Logistic regression.mp4	27.9 MB
33 - Naive Bayes.mp4	8.8 MB
34 - Linear Support Vector Machine.mp4	11.5 MB
/.../8 - Case Study Categorizing Fake News/
35 - Introducing the project.mp4	19.0 MB
35 - fake-news-data.csv	476.5 KB
36 - Exploring our data through POS tags.mp4	39.8 MB
37 - Extracting named entities.mp4	20.0 MB
38 - Processing the text.mp4	53.8 MB
39 - Does sentiment differ between news types.mp4	21.3 MB
40 - What topics appear in fake news Part 1.mp4	26.2 MB
41 - What topics appear in fake news Part 2.mp4	36.1 MB
42 - Categorizing fake news with a custom classifier.mp4	32.3 MB
/.../9 - The Future of NLP/
43 - What is deep learning.mp4	55.2 MB
44 - Deep learning for NLP.mp4	41.0 MB
45 - NonEnglish NLP.mp4	40.3 MB
46 - Whats next for NLP.mp4	31.1 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 53