June 2024
Intermediate
4h 22m
English
Closed Captioning available in English
Overview
In this 4 hour course, you will explore the world of Natural Language Processing (NLP) through practical Python programming examples. Learn how Markov models and probability methods can be applied to create classifiers, spin articles, and decrypt ciphers. Perfect for budding NLP developers and enthusiasts.
What I will be able to do after this course
- Understand and apply Markov models in the context of probability-focused NLP.
- Develop Python-based text classifiers using probability smoothing techniques.
- Create and implement article spinners with the N-gram approach in Python.
- Gain understanding of genetic algorithms for practical applications like cipher decryption.
- Develop problem-solving skills through practical exercises in text analysis and security domains.
Course Instructor(s)
Your instructor, Lazy Programmer, brings years of experience in machine learning, data engineering, and course content creation. With a passion for simplifying complex topics, they have guided thousands of students worldwide through intuitive coding examples and engaging materials. Their teaching style ensures you can directly apply your new skills immediately.
Who is it for?
This course is ideal for intermediate Python programmers, data enthusiasts, and machine learning practitioners looking to learn NLP techniques and probability methods. If you aim to enhance your skillset in text analytics or develop systems that operate on textual data, this content is tailored for you.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.