Udemy Coupon Course Reviewed by edutreasure

Description for this udemy coupons course deal

This course provides a basic understanding of NLP. Anyone can opt for this course. Prior understanding of Machine Learning is required. However, for those who don;t know Machine Learning, I have added Crash Course for Machine Learning in the last Appendix Section. Text Processing like Tokenization, Stop Words Removal, Stemming, different types of Vectorizers, WSD, etc are explained in detail with python code. Also difference between CountVectorizer and Hashing in Spam Filter.

Below Topics are covered till now.

Chapter – Text Preprocessing

Below Text Preprocessing Techniques

– Tokenization, Stop Words Removal, N-Grams, Stemming, Word Sense Disambiguation

– Count Vectorizer, Tfidf Vectorizer. Hashing Vector

Chapter – Text Preprocessing – Python Code

Below Text Preprocessing Techniques with Python code

– Tokenization, Stop Words Removal, N-Grams, Stemming, Word Sense Disambiguation

– Count Vectorizer, Tfidf Vectorizer. Hashing Vector

Chapter  – Spam Filter

– Concept with Python Code

Chapter  – Summarizing Article

– Concept with Python Code

Appendix – Machine Learning Crash Course

– Machine Learning and Its Types

– Supervised Regression – Simple LR, Performance Measurement of Regression

– Supervised Classification – Logistic Regression, K-Nearest Neighbours with Python, Naive Bayes

– UnSupervised Learning – K-Means Clustering with Python

Who this udemy coupon course is for

• People willing to learn NLP and looking forward to build career in Machine Learning.
• People who like coding as this course include Bit Heavy Python Coding in some sections.