S.No. | Topic | Level | Meaning |
---|---|---|---|
1 | Tokenization | 🤍 | Beginner |
2 | Stemming | 🤍 | Beginner |
3 | Lemmatization | 🤍 | Beginner |
4 | Bagofwords | 💛 | Novice |
5 | TF-IDF | 💛 | Novice |
6 | Text-processing | 🧡 | Learner |
7 | Word2vec | 🧡 | Learner |
8 | RNN | 💚 | Intermediate |
9 | LSTM | 💚 | Intermediate |
10 | GRU | 💚 | Intermediate |
11 | Word Embedding | 💙 | Pro |
12 | Bidirectional LSTM | 💙 | Pro |
13 | Encoder and Decoder | 💙 | Pro |
14 | Attention Model | ❤ | Master |
15 | Transformers | ❤ | Master |
16 | BERT | 🖤 | Legend |
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A complete NLP guideline for enthusiasts
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