Library

This is a data science library for reference, book, blog and dataset.

Reference

• Data Science Books
• ModernDive
• Mastering Shiny
• Spatial Data Science with R, R-Spatial
• ColorBrewer, Color Combination
• Neo4J
• Time Series - Quantmod, Alfred, fredr
• MIT Computer Science & Data Science
• Forecasting: Principles and Practice
• UC Business Analytics R Programming Guide
• ML with R
• ML Glossary
• ISLR
• Tidymodels
• Data Mining
• Google CoLab
• Text Mining with R
• LDA
• Topic Modeling
• Speech and Language Processing
• Deep Learning
• Deep Learning with R
• TensorFlow

Software

• Learn R
• R Studio
• R Markdown
• Learn Programming
• Learn Python
• Tableau
• Leaflet for R
• HTML Widget for R
• Dygraphs

Podcast

• Data Skeptic
• Linear Digressions
• Towards Data Science
• The Data Exchange
• Super Data Science

Blog

• Julia Silge
• R Graph Gallery
• Medium
• R Bloggers
• 538
• Information is beautiful
• Data Science Central

Dataset

• Bureau of Transportation
• Data.world
• GeoFRED, FRED
• Neon Data
• Quandl
• UCI ML Repo

Audio Book

• The Master Algorithm
• Naked Statistics
• The Art of Statistics
• Big Data
• The Signal & Noise
• Data Mining Techniques