mgalarnyk Goto Github PK

accidentsdataset

Nearly 3 million rows of auto accidents in the USA over several years. I'm trying to do a barplot race....

algorithms

Minimal examples of data structures and algorithms in Python

data.table

R's data.table package extends data.frame. HOMEPAGE:

datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

datascienceinterview

Interview stuff for friends

dse200_python_for_data_analysis

Homework/Classwork for my DSE 200 Python for Data Analysis Class at UC San Diego (UCSD)

dse201_database_management_systems

Database Management Systems Data Science Masters Course (DSE 201)

dse210_probability_statistics_python

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

dse220_machine_learning

Repo for my graduate data science machine learning class at UCSD (UC San Diego). This course provides a broad introduction to the practical side of machine-learning and data analysis. The topics covered in this class include topics in supervised learning, such as k-nearest neighbor classifiers, decision trees, boosting and perceptrons, and topics in unsupervised learning, such as k-means, PCA and Gaussian mixture models.

dse230_data_analysis_using_hadoop_and_spark_ucsd

Map-reduce, streaming analysis, and external memory algorithms and their implementation using the Hadoop and its eco-system: HBase, Hive, Pig and Spark. The class will include assignment of analyzing large existing databases.

dsgo_introductionscikitlearn

ggfortify

Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

installations_mac_ubuntu_windows

Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).

linkedinlearningresources

Resources for my LinkedIn Learning Courses

machine_learning_coursera

Coursera machine learning specialization coursework (python based, University of Washington).

machine_learning_froyo

mgalarny

DSE 2015

mgalarnyk.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mgt6090_assignment-8

GitHub Repo for MGT-6090 Assignment 8 BHC.

modin

Modin: Speed up your Pandas workflows by changing a single line of code

python_tutorials

Python tutorials in both Jupyter Notebook and youtube format.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

shingho

Shingho is a PySpark based statistical library designed for Big Data applications.

snowflake-arctic

tutorial_data

This is a repo to keep the data for my tutorials. This is to make it so people dont need a Kaggle account and such as much as possible.

ucsd_ext_data_analytics_python

Legally allowable public portion of the UCSD Extension course: Data Analytics Using Python (CSE-41204)

web_development

New repo for my web development certificate through UCSD extension. I am looking forward to the new courses!