Introduction to Julia Programming: Machine-Learning Models and AI
Course Outline
As machine learning and artificial intelligence algorithms grow more sophisticated, the need for a high-performance development environment grows greater and greater. Julia is a programming language designed to feel like a comfortable scripting environment, like Python, but able to deliver the high performance of fully compiled languages like C and Fortran.
In this course, we introduce the fundamentals of coding in Julia, always with an eye towards programming techniques currently finding application in cutting-edge machine learning and artificial intelligence.
Introduction to Julia Programming: Machine-Learning Models and AI Benefits
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In this Julia programming training, you will learn how to:
- Craft efficient code in the high-performance programming language, Julia
- Create machine-learning models in Julia
- Understand the vector and matrix methods common to all neural network models
- Interact with other AI platforms, like PyTorch and TensorFlow
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Prerequisites
Attendees must have programming experience.
Julia Machine-Learning Models Training Outline
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