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This six-part video series goes through an end-to-end Natural Language Processing (NLP) project in Python to compare stand up comedy routines.

– Natural Language Processing (Part 1): Introduction to NLP & Data Science
– Natural Language Processing (Part 2): Data Cleaning & Text Pre-Processing in Python
– Natural Language Processing (Part 3): Exploratory Data Analysis & Word Clouds in Python
– Natural Language Processing (Part 4): Sentiment Analysis with TextBlob in Python
– Natural Language Processing (Part 5): Topic Modeling with Latent Dirichlet Allocation in Python
– Natural Language Processing (Part 6): Text Generation with Markov Chains in Python

All of the supporting Python code can be found here:



Crystal Zhou says:

your way of teaching is the most effective among all others I went through. I wish you have all series of machine learning methods besides SVM

Abhishek Sharma says:

Why did you stop making videos? Your videos are great. I would love to see more from you.

noe escalante says:

Te admiro! saludos desde Colombia!

khazaddim says:

Absolutely amazing tutorial. Instant subscriber! This is way higher quality than the other NLP videos out there.

Christopher Eng says:

This NLP video series is the best video series on Youtube.

Matt Wilson says:

Great teacher!

James 2 says:

@Alice Zhao: I'm conducting research on risk reporting and I request your assitance to show me an application case of how I can carry out an LDA. Thank you very much for your precious videos and help.

Sholihatul Richas says:

Clear explanation. Thank you!!!

Parag Kulkarni says:

I am your follower. Are you on linkedin?

BigBatPapa says:

Just discovered this series of videos. Excellent, thanks a lot!!🙏💕

Prayush Dawda says:

I love it when I find rare gems like these amongst the inexplicable mess of tutorials out there!

Zoumana Keita says:

wow !!! what a great explanation !!! Thanks for sharing Alice

Srinivas Bogireddy says:

Please add other machine learning algorithoms

yang wenbin says:

Clear and concise , looking for more of your great videos about some linear regression down the road. You are awesome!

Amilcar C. da Silva says:

Great Tutorial that I could have watched it….Thanks Alice Zhao you are great tutor/teacher….well explained video. I just completed my AI class and one part is all about NLP., I was totally blank and full of confusion during the class….I was browsing through many tutorial videos, but those are not as good as yours….that is what I said in the beginning i could have had this video ….anyway thanks a lot for this video…I like and i love it very much…..

c.v.shankar shankar says:

Simple but more effective teaching. thanks mam

Tony Li says:

The queen is back

Isaiah Isijola says:

I actually love you for this, I was just looking for material on data science and your last tutorials were fantastic. I'm glad to be your first comment. and this is material that I would be willing to pay for.

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