October 2018
Intermediate
18h 22m
English
Closed Captioning available in English
Overview
In this 18-hour course, you will gain hands-on experience building machine learning projects with Python. You'll learn how to implement models for classification, regression, clustering, and more, as well as master tools like Scikit-Learn and visualizations with Matplotlib and Seaborn.
What I will be able to do after this course
- Design efficient workflows for machine learning problems using Python.
- Build prediction models for real-world tasks like house pricing and handwriting recognition.
- Apply techniques like clustering and SVM for unsupervised and supervised learning problems.
- Enhance model performance using methods like cross-validation and feature engineering.
- Master end-to-end tasks from data preparation to visualizing insights effectively.
Course Instructor(s)
Anthony Ng is an experienced data scientist and educator who specializes in teaching complex technical concepts in an accessible and engaging manner. With a passion for enabling students to solve real-world problems, he brings years of industry expertise and a practical, step-by-step approach to this comprehensive course.
Who is it for?
This course is ideal for beginners interested in machine learning and Python programming who aspire to delve into practical data science applications. Intermediate users looking to deepen their understanding of algorithms and techniques, and professionals aiming to enhance their workflow automation skills or transition into data-related careers, will find this course highly suitable.
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.