E-Books →Data Science with Julia (The Language of Data Science)

Data Science with Julia
By Hayden Van Der Post
Experience data science reimagined-faster, leaner, and more elegant-with the Julia programming language.
While Python and R have dominated the data science conversation for years, Julia is the breakthrough language designed from the ground up for high-performance numerical computing. Data Science with Julia is your hands-on guide to mastering the full data science pipeline using this modern, lightning-fast tool.
From data wrangling to modeling to visualization and deployment, this book equips you to:
Harness Julia's speed for massive datasets and real-time analytics
Perform advanced statistical analysis with native packages
Build machine learning models using Flux and MLJ.jl
Visualize data interactively with Makie and Descriptions.jl
Deploy Julia-based data apps and scripts in production workflows
Written for analysts, researchers, and developers tired of clunky workarounds and sluggish runtime, this is a pragmatic, performance-first approach to doing data science in the 2020s.