• Stars
    star
    233
  • Rank 172,230 (Top 4 %)
  • Language
    Jupyter Notebook
  • Created almost 9 years ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

Installations for Mac, Windows, and Ubuntu

Common and Uncommon Installations/Configurations for Python, R, Big Data, TensorFlow, AWS, GPG. Also please subscribe to my youtube channel!

Anaconda (Python)

Operating System Blog Post Youtube Video
Mac Install Anaconda on Mac Youtube Video
Ubuntu Install Anaconda on Ubuntu Youtube Video
Windows Install Anaconda on Windows Youtube Video
All Environment Management with Conda (Python 2 +Β 3, Configuring Jupyter Notebooks) Youtube Video
All Installing PyCharm and Anaconda on Windows, Mac, and Ubuntu Youtube Video

AWS

What is it? Blog Post Youtube Video/Datacamp Article
AWS EC2: Part 1 Launch EC2 Instance (Linux) Blog Youtube Video
AWS EC2: Part 2 SSH into EC2 Instance (Linux) Blog Youtube Video
AWS EC2: Part 3 Install Anaconda on EC2 (Linux) Blog Youtube Video
AWS EC2: Part 4 Start a Jupyter/IPython Notebook Server on AWS (Linux) Blog Youtube Video
Set up and use Jupyter Notebooks on AWS Blog Youtube Video
AWS EC2: Launch, Connect, and Setup a Data Science Environment on Windows Server Blog Video Based on Article
Setup and use JupyterHub (TLJH) on AWS EC2 Blog Video Based on Article

Git

Operating System Blog Post Youtube Video
Mac Install Git on Mac None
Windows Install Git on Windows Youtube Video

GPG (GnuPG)

Operating System Blog Post
All Public-key (asymmetric) Cryptography using GPG

Homebrew

Operating System Blog Post Datacamp Tutorial
Mac How to Install and Use Homebrew How to Install and Use Homebrew

RStudio

Operating System Blog Post Youtube Video
Mac Install R and RStudio on Mac Youtube Video
Ubuntu (12.04/14.04/16.04) Install R and RStudio on Ubuntu 12.04/14.04/16.04 Youtube Video
Windows (7, 8, and 10) Install R and RStudio on Windows 7, 8, and 10 Youtube Video

Spark (Python)

Operating System Blog Post Youtube Video
Mac Install Spark on Mac Youtube Video
Ubuntu Install Spark on Ubuntu Youtube Video
Windows Install Spark on Windows Youtube Video

TensorFlow

What is it? Blog Post Youtube Video
AWS GPU (Ubuntu) In Progress Youtube Video

Contributors

FirstName LastName
Michael Galarnyk
Submit Pull Request

License

Anyone may contribute to our project. Submit a pull request. So many installs to document and improve on. Configurations are also welcome.

More Repositories

1

datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
HTML
2,201
star
2

Python_Tutorials

Python tutorials in both Jupyter Notebook and youtube format.
Jupyter Notebook
1,160
star
3

DSE210_Probability_Statistics_Python

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
Jupyter Notebook
171
star
4

DSE200_Python_for_Data_Analysis

Homework/Classwork for my DSE 200 Python for Data Analysis Class at UC San Diego (UCSD)
Jupyter Notebook
100
star
5

DataScienceInterview

Interview stuff for friends
HTML
83
star
6

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
52
star
7

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
32
star
8

DSGO_IntroductionScikitLearn

Jupyter Notebook
23
star
9

Machine_Learning_Coursera

Coursera machine learning specialization coursework (python based, University of Washington).
Jupyter Notebook
19
star
10

DSE201_Database_Management_Systems

Database Management Systems Data Science Masters Course (DSE 201)
Jupyter Notebook
12
star
11

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.
7
star
12

UCSD_EXT_Data_Analytics_Python

Legally allowable public portion of the UCSD Extension course: Data Analytics Using Python (CSE-41204)
Jupyter Notebook
6
star
13

Machine_Learning_Froyo

Jupyter Notebook
3
star
14

LinkedInLearningResources

Resources for my LinkedIn Learning Courses
1
star
15

mgalarny

DSE 2015
Jupyter Notebook
1
star
16

web_development

New repo for my web development certificate through UCSD extension. I am looking forward to the new courses!
JavaScript
1
star