Discover mGalarnyk/DSE201_Database_Management

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Jupyter Notebook
Created almost 9 years ago
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mGalarnyk

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Database Management Systems Data Science Masters Course (DSE 201)

datasciencecoursera

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

HTML

2,201

Python_Tutorials

Python tutorials in both Jupyter Notebook and youtube format.

Jupyter Notebook

1,160

Installations_Mac_Ubuntu_Windows

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

Jupyter Notebook

233

DSE210_Probability_Statistics_Python

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

Jupyter Notebook

171

DSE200_Python_for_Data_Analysis

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

Jupyter Notebook

100

DataScienceInterview

Interview stuff for friends

HTML

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.

Jupyter Notebook

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.

Jupyter Notebook

DSGO_IntroductionScikitLearn

Jupyter Notebook

Machine_Learning_Coursera

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

Jupyter Notebook

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)

Jupyter Notebook

Machine_Learning_Froyo

Jupyter Notebook

LinkedInLearningResources

Resources for my LinkedIn Learning Courses

mgalarny

DSE 2015

Jupyter Notebook

web_development

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

JavaScript

mGalarnyk/DSE201_Database_Management_Systems

mGalarnyk

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