# machine-learning-demystified

**Repository Path**: bit2atom/machine-learning-demystified

## Basic Information

- **Project Name**: machine-learning-demystified
- **Description**: A weekly workshop series at ITP to teach machine learning with a focus on deep learning
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-25
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Machine Learning Demystified
A weekly workshop series at NYU ITP to teach machine learning with a focus on deep learning

## Week1

### Setup Environment
#### 1) Install miniconda 
   - Go to https://conda.io/miniconda.html 
   - Choose Python 3.6 Mac OSX 64-bit (bash installer) and download
   
#### 2) Open Terminal
   - Type: `bash /path/to/the/file/you/just/downloaded`
   - You can just drag the bash file you download into your terminal window from where you installed it
   - Press `Enter` to continue
   - Review the license and approve the license terms - type in `yes` and press enter
   - Press `Enter` again to confirm the location of install
   - Type `yes` when it asks you if the install location should be prepended to PATH
   - Restart Terminal for changes to take effect
   - Type: `conda info`
   - If it prints out some stuff then it has installed correctly
   
#### 3) Create an environment
   - Open Terminal
   - Type: `conda create -n tensor python=3.5.2`
   - Type: `y` (and press Enter)
   - This will create a conda environment with the name 'tensor' and python version 3.5.2

#### 4) Activate environment
   - Open Terminal
   - Type: `source activate tensor`
   - You should see (tensor) prepended before your terminal prompt

#### 5) Install dependencies
   - Make sure you can see (tensor) prepended before the terminal prompt before proceeding
   - Type: `conda install numpy matplotlib jupyter`
   - Type: `y` (and press Enter)

#### 6) Install Tensor Flow
   - In the same terminal window type: `pip install tensorflow` 
   - If the above command gives an error (it shows up in red color in your terminal **only then** do the following):
     - Type: `pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.0.0-py3-none-any.whl`