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Introduction to Julia: The book provides a comprehensive introduction to the Julia programming language, emphasizing its relevance and benefits in machine learning.
Data Preprocessing: Voulgaris highlights the importance of data preprocessing, including data cleansing, normalization, and standardization in Julia.
Machine Learning Algorithms: The book covers a wide range of machine learning algorithms, from linear regression to more complex ones like random forests and support vector machines.
Deep Learning: The book delves into deep learning and how Julia can be used to create deep neural networks.
Performance Optimization: Voulgaris explains how to optimize...
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