Building a Robust Machine Learning Pipeline

Download and Install Anaconda

The open source Anaconda Distribution is the fastest and easiest way to do Python, data science and machine learning on Linux, Windows, and Mac OS X. It's the industry standard for developing, testing, and training on a single machine.

Download and install the latest version: https://www.anaconda.com/download/

VIDEO TUTORIAL: Python - Install Anaconda, Jupyter Notebook, Spyder on Windows 10

Create a Conda Environment

1. To create a new environment, type:

conda create -n ml27 python=2.7

2. When conda asks you to proceed, type y:

proceed ([y]/n)?

3. After this process, check if the environment was created. To see a list of all of your environments, run:

conda info --envs

4. Activate the Environment. In your Anaconda Prompt, run:

(source) activate ml27

Use source if you are working on iOS or Linux, only.

Install Aditional Packages:

In the Anaconda Prompt, run:

conda install pandas

conda install numpy

conda install time

conda install scipy

conda install scikit-learn

conda install jupyter notebook

conda install seaborn

Open the Notebook

In the Anaconda Prompt, run:

jupyter notebook

And navigate to the .ipynb file