A complete guide for Natural Language Processing in Python

Table of Contents

S.No. Topic Level Meaning
1 Tokenization ๐Ÿค Beginner
2 Stemming ๐Ÿค Beginner
3 Lemmatization ๐Ÿค Beginner
4 Bagofwords ๐Ÿ’› Novice
5 TF-IDF ๐Ÿ’› Novice
6 Text-processing ๐Ÿงก Learner
7 Word2vec ๐Ÿงก Learner
8 RNN ๐Ÿ’š Intermediate
9 LSTM ๐Ÿ’š Intermediate
10 GRU ๐Ÿ’š Intermediate
11 Word Embedding ๐Ÿ’™ Pro
12 Bidirectional LSTM ๐Ÿ’™ Pro
13 Encoder and Decoder ๐Ÿ’™ Pro
14 Attention Model โค Master
15 Transformers โค Master
16 BERT ๐Ÿ–ค Legend