March 2019
Intermediate to advanced
7h 48m
English
on-demand course
Artificial Intelligence and Machine Learning Fundamentals
with Zsolt Nagy, Amritansh .
Overview
In this 7-hour course, you will explore the fundamentals of artificial intelligence (AI) and machine learning (ML), starting with basic AI algorithms and progressing to advanced techniques like regression, classification, decision trees, clustering, and neural networks. By the end, you'll be equipped with the skills to build AI-powered applications using Python.
What I will be able to do after this course
- Understand the core principles and fields of AI and machine learning.
- Implement basic AI concepts using Python to solve real-world problems.
- Apply regression and classification techniques for predictive analysis.
- Build decision trees and random forests for data analysis.
- Perform clustering with k-means and mean shift algorithms.
- Understand and apply the fundamentals of deep learning with practical examples.
Course Instructor(s)
Zsolt Nagy is an engineering manager with a strong background in data science. With an MSc in inference on ontologies, Zsolt has used AI for decision-making in the poker industry and is passionate about software engineering and AI technologies.
Who is it for?
This course is ideal for software developers and data scientists who want to enhance their projects with machine learning. Basic knowledge of mathematics and programming, especially Python, is recommended but no prior experience in AI is required.
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.