E-Books →Data Science with Julia

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 analyticsPerform advanced statistical analysis with native packagesBuild machine learning models using Flux and MLJ.jlVisualize data interactively with Makie and Descriptions.jlDeploy Julia-based data apps and scripts in production workflowsWritten 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.
If you're ready to ditch the lag and embrace precision at scale-Julia is your new secret weapon.