معالجة اللغات الطبيعية (NLP)
- NLP Introduction
- Text Forms
- Datasets
- Tokenization 1
- Tokenization 2
- Tokenization 3
- PoS Tagging 1
- PoS Tagging 2
- PoS Tagging 3
- Stopwords 1
- Stopwords 2
- Stemming vs Lemmatization
- General & Specific Features
- Bag of Words
- TF-IDF 1
- TF-IDF 2
- Wordvector
- Named Entity Recognition (NER)1
- Named Entity Recognition (NER) 2
- Named Entity Recognition (NER) 3
- Cosine Similarity 2
- Cosine Similarity 2
تعلم الآلة (Machine Learning)
- Algorithms
- Supervised Machine Learning
- UnSupervised Machine Learning
- Semi-Supervised Machine Learning
- Classification
تجريف المواقع (Scraping)
تجريف تويتر (Scraping)
- Scraping Twitter 1
- Scraping Twitter 2
- Scraping Twitter 3
- Scraping Twitter 4
- Scraping Twitter 5
- Scraping Twitter 6
- Scraping Twitter 7
- Scraping Twitter 8
بايثون (Python)
- Python 1| String Types
- Python 2| Methods & Formatting
- Python 3| ID-Type-Value
- Python 4| Basic Operations
- Python 5| Basic Operations 2
- Python 6| Indexing
- Python 7| Mutability
- Python 8 | Importing text
- Python 9| Search in Corpus
- Python 10 | Word Context 1
- python 11 | Word Context 2
- Search Datasets
شرح إمتدادات الملفات (Extensions)
تصوير وعرض النصوص (Text Visualization)
التعابير النمطية (Regular Expressions)
جدول\إطار البيانات (Dataframes)
مدونات متوازية (Corpus Linguistics)
تضخيم البيانات (Data Augmentation)
- Data Augmentation 1 | Back Translation
- Data Augmentation 1 | Back Translation 2
- Data Augmentation 2 | Synonym Replacement
- Data Augmentation 3 | Bi-gram Flipping
- Data Augmentation 4 | TF-IDF Word Replacement
- Data Augmentation 5 | Entity Replacement
لسانيات المدونة (Corpus Linguistics)
- Statistics & Corpus Linguistics 1
- Statistics & Corpus Linguistics 2 | Context
- Common Collocations
- NLTK Text
- Corpus Linguistics 1| Lecture 1
- Corpus Linguistics 2| Lecture 2
- Corpus Linguistics 3 | Corpus Cleaning
إسترجاع البيانات (Information Retrieval)
كتاب (NLP with Python)
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