One large fraction come with a strong software development background and C/Fortran knowledge, and are looking to learn Julia as a tool to create packages with enhanced productivity while not losing performance. This tutorial will allow you to learn Julia by doing it simultaneously. The book contains a good balance of equations, code, algorithms written from scratch, and use of built-in machine-learning algorithms. Tanmay Teaches Julia for Beginners: A Springboard to Machine Learning for All Ages clearly explains the basics of Julia programming and takes a look at cutting-edge machine learning applications.

3. You will also discover how to interface your Julia apps with code written in Python. "The book is ideal for people who want to learn Julia through machine-learning examples and is especially relevant for R users – Chapter 7 is devoted to interacting with R from within Julia. Optunity - A library dedicated to automated hyperparameter optimization with a simple, lightweight API to facilitate drop-in replacement of grid search. Introduction to Machine Learning with Python is a gentle introduction into machine learning. The ideal participant is anyone who is interested in Julia. That’s the best book I’ve ever seen for an entry level Machine Learning Engineer. There are many groups of people interested in using Julia. This is an official documentation on Julia Programming, which itself is a comprehensive guide which provides overview on all the aspects of Julia Programming. Pattern Recognition and Machine Learning - This package contains the matlab implementation of the algorithms described in the book Pattern Recognition and Machine Learning by C. Bishop. Julia is among the best armed language to address Deep Learning after Python in line with C++ and R. (I would say python >> C++ = Julia > R is the order of deep learning batteries in these languages). Interactive Tutorials on Julia. It doesn’t assume any knowledge about Python and it introduces fundamental concepts and applications of machine learning, discussing various methods through examples.