Anaconda is the most popular Python/R data science distribution which includes Python, the Jupyter Notebook, and other commonly used packages for scientific computing and data science such as numpy, pandas, scikit-learn, etc.
It is also the recommended way to install Jupyter Notebook.
After reading this post, you will know:
- How to install Anaconda on Mac OS X
- Start Jupyter Notebook and run python scripts
Let’s get started.
Install Anaconda on Mac OS X
- Go to the Anaconda Website and choose Python 3.x graphical installer
- Complete the installation steps
- Verify your installation
Open your terminal and type the following command
python --version
If you chose Python 3.x installer, you should get an output similar to the following
Python 3.6.3 :: Anaconda, Inc.
Start Jupyter Notebook
The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations, and narrative text.
Using the command line
- Type the following command in your terminal
jupyter notebook
Using Anaconda Navigator
- Open Anaconda Navigator desktop tool
- Click the Jupyter launch button
Run Python scripts
- Launch Jupyter Notebook
- Create a new notebook (.ipynb)
- Select New -> Python 3 from the top right menu
- Each notebook comprises cells where you can type code or text (markdown)
- Type the following python snippet inside your In [ ] cell
average = (12 + 5 + 4) / 3
print(average)
- To execute your first python script, hit Shift + Enter
- Note: Enter key will return a new line
- Click File -> Save and Checkpoint to save your work
Execution order of Jupyter cells
- When you create a new Jupyter notebook or open an existing notebook, a new kernel session is created
- If you have multiple cells of code blocks, it has to be executed in order
- Running cell 5 before cell 1 may throw an error because variables wouldn’t be defined
- To restart the current session, click Kernel -> Restart
Thanks, Latonya Traugott for andrewgurung.com