Doug Needham's repositories
Data-Structure-Graph-Book
This is the code repository for my book: Data Structure Graphs.
AMATH482
AMATH 482 HW, Nathan Kutz, Winter 2019.
amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
books
Library of interesting Books
class_survival_101
A brief code example in association with a presentation about Survival Analytics
Data-Analysis-with-R
Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
data-driven-modeling
Julia implementations of Data-Driven Modelling & Scientific Computation, J. Nathan Kutz, Oxford University Press, 2013
dataviz
A book covering the fundamentals of data visualization.
DMZ_2018
Code used for demos during the Data Structure Graph Workshop at DMZ 2018
hasse-diagram-processing-py
This algorithm creates Hasse diagrams for divisibility relations (partial order relations).
influxdb
Scalable datastore for metrics, events, and real-time analytics
Knowage-Server
Knowage is the professional open source suite for modern business analytics over traditional sources and big data systems.
Loss-Development-Triangles
Code and data files for the article "Painlessly Merge Data into Actuarial Loss Development Triangles with R"
Machine-Learning-Algorithms-from-Scratch
Implementing machine learning algorithms from scratch.
Mastering-Machine-Learning-on-AWS
Mastering Machine Learning on AWS, published by Packt
mastering-ml-on-aws
Notebooks for Mastering Machine Learning on AWS
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
Practical_Text
Practical Text Analysis for the Data Professional
PracticalAnomalyDetection
Code repository for articles or manuscript for Anomaly Detection
presentations
A central repository of Business Science presentations
pubprojx_template
repository for the pubprojx profile templates
python_data_science_and_machine_learning_bootcamp
Jupyter notebook for Udemy course: Python data science and machine learning bootcamp
pythoncode-tutorials
The Python Code Tutorials
Reduced-Order-Modeling---from-Nathan-Kutz
MATLAB code and examples from Nathan Kutz's reduced order modeling course
sql-parser
Toy SQL parser example for Gopher Academy
sqlparser
Simple SQL parser meant for querying CSV files
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
WCYR
Word Cloud your Resume