normanli33's repositories
SQL-for-Data-Analytics
Perform fast and efficient data analysis with the power of SQL
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
stat451-machine-learning-fs20
STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
the-art-of-r-programming
《R语言编程艺术》代码
531w20-Time-Series-Analysis
STATS 531 (Winter 2020) ‘Analysis of Time Series’
product-recommendation-with-watson-ml
Build a recommendation engine with Spark and Watson Machine Learning
the-art-of-postgresql
Setup and code for the book of the same name
the-art-of-postgresql-docker
A Docker setup for the book The Art of PostgreSQL
dobson
A data-only R package of datasets for the examples from Dobson and Barnett "An Introduction to Generalized Linear Models" (4th ed)
pandas-pipelines-custom-transformers
Material for Talk at PyData Seattle 2017
hadoop-fundamentals-book
Code for the Hadoop Fundamentals for Data Scientists course.
pytorch-cheatsheet
Check out improved:
R_in_Action2
Source code for R in Action, Second Edition
doing_bayesian_data_analysis_kruschke
John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS
Learning_Python_Lutz
Textbook Learning Python by Mark Lutz
sklearn_pydata2015
Scikit-Learn Tutorial for PyData Seattle 2015
The-R-Book
Practice Exercises of The R Book (2nd Edition)