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Udemy - Natural Language Processing in Python (NEW for 2025!) (5.2025)

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
520F47F62C2D8215BBF4E751C4A6683C8029DFAB
Source
Unverified
Total Size
4.85 GB
Total Files
100
Seeders
1
Leechers
2
Health
0.33
Score
4
Type
Bookware

File List

FileSize
1 - Getting Started/1 -Course Introduction.mp459.56 MB
1 - Getting Started/2 -About This Series.mp44.37 MB
1 - Getting Started/3 -Course Structure & Outline.mp418.72 MB
1 - Getting Started/4 - DOWNLOAD Course Resources.html545 B
1 - Getting Started/4 - READ ME Important Notes for New Students.html4.8 KB
1 - Getting Started/4 -Natural Language Processing in Python.pdf14.6 MB
1 - Getting Started/4 -The Course Assignments.mp45.08 MB
1 - Getting Started/__MACOSX/_Course Materials249 B
1 - Getting Started/__MACOSX/Course Materials/_.DS_Store120 B
1 - Getting Started/__MACOSX/Course Materials/_Course Assignment Notebooks249 B
1 - Getting Started/__MACOSX/Course Materials/_Data249 B
1 - Getting Started/__MACOSX/Course Materials/_Environments249 B
1 - Getting Started/__MACOSX/Course Materials/_Exercises249 B
1 - Getting Started/__MACOSX/Course Materials/_Slide and Demo Notebooks249 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_.DS_Store120 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_maven_text_preprocessing.py729 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_section3_assignments.ipynb249 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_section3_solutions.ipynb392 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_section4_assignments.ipynb249 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_section4_solutions.ipynb249 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_section7_assignments.ipynb249 B
1 - Getting Started/__MACOSX/Course Materials/Course Assignment Notebooks/_section7_solutions.ipynb249 B
1 - Getting Started/__MACOSX/Course Materials/Data/_childrens_books.csv399 B
1 - Getting Started/__MACOSX/Course Materials/Data/_lemonade_data.csv399 B
1 - Getting Started/__MACOSX/Course Materials/Data/_movie_reviews.csv399 B
1 - Getting Started/__MACOSX/Course Materials/Data/_movie_reviews_sentiment.csv299 B
1 - Getting Started/__MACOSX/Course Materials/Data/_Popchip_Reviews.xlsx399 B
1 - Getting Started/__MACOSX/Course Materials/Data/_Popchip_Reviews_Sentiment.xlsx399 B
1 - Getting Started/__MACOSX/Course Materials/Environments/_create_new_environment_commands.txt734 B
1 - Getting Started/__MACOSX/Course Materials/Environments/_nlp_basics.yml432 B
1 - Getting Started/__MACOSX/Course Materials/Environments/_nlp_machine_learning.yml432 B
1 - Getting Started/__MACOSX/Course Materials/Environments/_nlp_transformers.yml559 B
1 - Getting Started/__MACOSX/Course Materials/Exercises/_Course_Exercises_and_Solutions.pptx748 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_.DS_Store120 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_maven_text_preprocessing.py729 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_neural_network_lemonade_example.png681 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_section3_text_preprocessing_code.ipynb392 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_section4_nlp_with_machine_learning_code.ipynb392 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_section5_neural_networks_and_deep_learning_code.ipynb292 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_section7_hugging_face_transformers_code.ipynb249 B
1 - Getting Started/__MACOSX/Course Materials/Slide and Demo Notebooks/_text_clean.pkl249 B
1 - Getting Started/Course Materials/Course Assignment Notebooks/DS_Store6 KB
1 - Getting Started/Course Materials/Course Assignment Notebooks/maven_text_preprocessing.py765 B
1 - Getting Started/Course Materials/Course Assignment Notebooks/section3_assignments.ipynb5.48 KB
1 - Getting Started/Course Materials/Course Assignment Notebooks/section3_solutions.ipynb188.08 KB
1 - Getting Started/Course Materials/Course Assignment Notebooks/section4_assignments.ipynb4.23 KB
1 - Getting Started/Course Materials/Course Assignment Notebooks/section4_solutions.ipynb140.46 KB
1 - Getting Started/Course Materials/Course Assignment Notebooks/section7_assignments.ipynb4.87 KB
1 - Getting Started/Course Materials/Course Assignment Notebooks/section7_solutions.ipynb79.77 KB
1 - Getting Started/Course Materials/Data/childrens_books.csv48.3 KB
1 - Getting Started/Course Materials/Data/lemonade_data.csv734 B
1 - Getting Started/Course Materials/Data/movie_reviews.csv119.79 KB
1 - Getting Started/Course Materials/Data/movie_reviews_sentiment.csv120.99 KB
1 - Getting Started/Course Materials/Data/Popchip_Reviews.xlsx134.14 KB
1 - Getting Started/Course Materials/Data/Popchip_Reviews_Sentiment.xlsx139.73 KB
1 - Getting Started/Course Materials/DS_Store8 KB
1 - Getting Started/Course Materials/Environments/create_new_environment_commands.txt1.18 KB
1 - Getting Started/Course Materials/Environments/nlp_basics.yml7.32 KB
1 - Getting Started/Course Materials/Environments/nlp_machine_learning.yml7.45 KB
1 - Getting Started/Course Materials/Environments/nlp_transformers.yml8.23 KB
1 - Getting Started/Course Materials/Exercises/Course_Exercises_and_Solutions.pptx452.65 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/DS_Store6 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/maven_text_preprocessing.py765 B
1 - Getting Started/Course Materials/Slide and Demo Notebooks/neural_network_lemonade_example.png85.4 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/section3_text_preprocessing_code.ipynb93.54 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/section4_nlp_with_machine_learning_code.ipynb95.66 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/section5_neural_networks_and_deep_learning_code.ipynb39.61 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/section7_hugging_face_transformers_code.ipynb127.3 KB
1 - Getting Started/Course Materials/Slide and Demo Notebooks/text_clean.pkl842 B
2 - Installation & Setup/1 -Section Introduction.mp46.03 MB
2 - Installation & Setup/2 -Anaconda Overview.mp412.34 MB
2 - Installation & Setup/3 -Installing Anaconda.mp416.51 MB
2 - Installation & Setup/4 -Launching Jupyter Notebook.mp427.77 MB
2 - Installation & Setup/5 -Conda Environments.mp424.82 MB
2 - Installation & Setup/6 -Conda Workflow.mp417.89 MB
2 - Installation & Setup/7 -Conda Commands.mp416.33 MB
2 - Installation & Setup/8 -DEMO Create a Conda Environment.mp450.06 MB
2 - Installation & Setup/9 -Environments in This Course.mp47.29 MB
3 - Natural Language Processing 101/1 -Section Introduction.mp42.75 MB
3 - Natural Language Processing 101/2 -Intro to NLP.mp411.68 MB
3 - Natural Language Processing 101/3 -History of NLP.mp425.69 MB
3 - Natural Language Processing 101/4 -NLP Applications & Techniques.mp48.89 MB
3 - Natural Language Processing 101/5 -NLP Libraries in Python.mp413.62 MB
3 - Natural Language Processing 101/6 -Key Takeaways.mp411.97 MB
4 - Text Preprocessing/1 -Section Introduction.mp45.36 MB
4 - Text Preprocessing/10 -ASSIGNMENT Text Preprocessing with Pandas.mp422.19 MB
4 - Text Preprocessing/11 -SOLUTION Text Preprocessing with Pandas.mp485.76 MB
4 - Text Preprocessing/12 -Text Preprocessing with spaCy.mp49.02 MB
4 - Text Preprocessing/13 -Tokenization.mp49.15 MB
4 - Text Preprocessing/14 -Lemmatization.mp413.41 MB
4 - Text Preprocessing/15 -Stop Words.mp45.36 MB
4 - Text Preprocessing/16 -Parts of Speech Tagging.mp411.34 MB
4 - Text Preprocessing/17 -DEMO Tokens, Lemmas & Stop Words.mp448.04 MB
4 - Text Preprocessing/18 -PRO TIP Use the Apply Method.mp452.9 MB
4 - Text Preprocessing/19 -DEMO Parts of Speech Tagging.mp454.93 MB
4 - Text Preprocessing/2 -NLP Pipeline.mp415.24 MB
4 - Text Preprocessing/20 -DEMO Create an NLP Pipeline.mp442.93 MB
4 - Text Preprocessing/21 -ASSIGNMENT Text Preprocessing with spaCy.mp43.67 MB
4 - Text Preprocessing/22 -SOLUTION Text Preprocessing with spaCy.mp470.41 MB
4 - Text Preprocessing/23 -Vectorization.mp425.18 MB

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