Course offered by Udemy . Created and taught by Ankit Mistry, Vijay Gadhave, Data Science & Machine Learning Academy.
Section 3 Part 1 : Tokenization
Section 3 Part 2 : Stemming & Lemmatization
Section 3 Part 4 : Vocabulary & Matching
Section 3 Part 5 : Name Entity Recognition
Section 3 Part 6 : Parts Of Speech Tagging
Section 3 Part 7 : Sentence Segmentation
Section 4 : Spam Text Message Classification
Section 5 : Resturant Reviews Classification
Section 6 : Yelp , IMDB & Amazon Reviews Classification
Section 7 : Text Summarization
Section 8 : Twitter Sentiment Analysis
Section 10 Part 1 : Word Embedding Theory
Section 10 Part 2 : Training Your Own Embedding Vector
Section 10 Part 3 : Pretrained Models For Word Embeddings
Section 11 : Spam Detection Using CNN
Section 12 : Spam Detection Using RNN
Section 13 : TextGeneration Using TensorFlow , Keras & LSTM
Section 14 : Data Analysis With Numpy
Section 15 : Data Analysis With Pandas Part 1