February 2023
Beginner
3h 3m
English
Closed Captioning available in English
Overview
In this 3 hr course, you will explore the basics of chatbots and dive into developing them using Python and machine learning. From rule-based systems to advanced conversation-based AI powered by the Natural Language Toolkit (NLTK), you'll gain hands-on experience in designing and perfecting chatbots.
What I will be able to do after this course
- Understand the foundational concepts and different types of chatbots, including rule-based and self-learning models.
- Gain proficiency in text preprocessing techniques and developing helper functions using Python.
- Master the application of Natural Language Processing tools like NLTK for chatbot development.
- Acquire hands-on experience in generating responses using machine learning models for chatbots.
- Complete a guided project to develop and evaluate your own AI-driven chatbot.
Course Instructor(s)
The course is delivered by AI Sciences, a team of experienced professionals specializing in artificial intelligence and machine learning education and solutions. With a proven track record of engaging online courses, they focus on using intuitive explanations and hands-on practices to empower learners to apply new skills directly. Through their well-structured content, you'll gain both a conceptual understanding and practical knowledge.
Who is it for?
This course is ideal for beginner to intermediate Python programmers who are interested in building chatbots using machine learning. It's also well-suited for data scientists, machine learning practitioners, and researchers seeking applicable skills for chatbot development, and for anyone curious about the intersection of AI and conversational interfaces.
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.