Text Preprocessing with Python

An understanding of the significance of text preprocessing in natural language processing and its impact on text analysis tasks

Hands-on experience applying various text-cleaning techniques, including the use of regular expressions and lowercase and uppercase transformations

The ability to evaluate the effectiveness of different text normalization techniques

Familiarity with designing and implementing different text representation models, such as bag-of-words and TF-IDF

Hands-on experience applying various text preprocessing techniques and models in a real-world application