Data Science: Natural Language Processing (NLP) in Python –Udemy

Data Science: Natural Language Processing (NLP) in Python –Udemy ranks 4th in the list of best online natural language processing courses. This course will teach you how to build MULTIPLE practical systems using natural language processing (NLP), a branch of machine learning and data science that deals with text and speech. This course is not part of my deep learning series, so there is no hard math - just straight up Python coding. This course's materials are completely free.

Following a brief discussion of what NLP is and what it can do, you will start building very useful things. They'll start by developing a cipher decryption algorithm. These can be used in warfare and espionage. In this section, you will learn how to create and apply several useful NLP tools, including character-level language models (using the Markov principle) and genetic algorithms.

The second project, where they begin to use more traditional "machine learning", is to build a spam detector. You likely get very little spam these days, compared to say, the early 2000s, because of systems like these. Next they'll build a model for sentiment analysis in Python. This is something that allows you to assign a score to a block of text that tells you how positive or negative it is. People have used sentiment analysis on Twitter to predict the stock market.

Topics Covered-

• Natural Language Processing- What is it used for?
• Decrypting Ciphers.
• Build your own Spam Detector.
• Build your own Sentiment analyzer.
• NLTK Exploration.
• Latent Semantic Analysis.
• Write your own article spinner.
• How to learn more about NLP.
• Machine Learning Basic Review.

Extra Benefits-

• You will get a Certificate of Completion.
• Along with that, you will get full-time access to course material.

Who Should Enroll?

• This course is suitable for-
• Students who are comfortable writing Python code and who want to learn more about machine learning but don’t want to do a lot of math.
• Professionals who are interested in applying machine learning and NLP to practical problems like spam detection,
• Internet marketing, and sentiment analysis

Interested to Enroll?

• If yes, then get more details here- Data Science: Natural Language Processing (NLP) in Python

Rating: 4.5/5.0
Provider: Lazy Programmer
Time to Complete- 10 hours

Enroll here: udemy.com/course/data-science-natural-language-processing-in-python