mGalarnyk / Installations_mac_ubuntu_windows
Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).
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python
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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 + 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 |
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
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