mGalarnyk/LinkedInLearningResources

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mGalarnyk/LinkedInLearningResources

mGalarnyk

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Resources for my LinkedIn Learning Courses

datasciencecoursera

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

Python_Tutorials

Python tutorials in both Jupyter Notebook and youtube format.

Jupyter Notebook

Installations_Mac_Ubuntu_Windows

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

Jupyter Notebook

DSE210_Probability_Statistics_Python

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

Jupyter Notebook

DSE200_Python_for_Data_Analysis

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

Jupyter Notebook

DataScienceInterview

Interview stuff for friends

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

DSE201_Database_Management_Systems

Database Management Systems Data Science Masters Course (DSE 201)

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

mgalarny

Jupyter Notebook

web_development

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