September 2021
Intermediate
3h 32m
English
Closed Captioning available in English
Overview
In this 3 hr course, you'll explore the fundamentals of the Julia programming language, a next-generation language for data science, machine learning, and performance computing. From its syntax and libraries to hands-on projects involving data analysis and modeling, this course gets you up to speed with Julia quickly and effectively.
What I will be able to do after this course
- Learn Julia programming fundamentals, including syntax and unique language features.
- Understand data manipulation and analysis in Julia using DataFrames and other libraries.
- Develop machine learning models, both traditional and deep, using Julia's tools.
- Explore and apply Julia in real-world data science case studies.
- Gain the expertise to integrate Julia into data science workflows confidently.
Course Instructor(s)
Your instructor, Dr. Mohammad Nauman, is an experienced professional in data science and programming languages. With a strong academic and practical background, he excels at breaking down complex topics into actionable knowledge. Dr. Nauman's teaching style is hands-on and analytical, ensuring you gain deep insights and practical expertise.
Who is it for?
This course is ideal for data science and machine learning practitioners looking to expand their skill set. If you're a developer interested in performance computing or modern statistical workflows, this course is for you. A foundation in programming will be helpful, including familiarity with Python or data manipulation concepts.
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.