Jupyter x Docker
- Some experience with Docker Containers is recommended
- Some experience with Jupyter Notebooks is recommended
Learn to create a Python Jupyter Notebook Server with Docker & Heroku. This series builds gives you a step-by-step reference to deploy an interactive notebook to allow your projects to be more literal while making it easier for non-technicals to run your code.
Jupyter is a tool for running interactive notebooks; basically add Python with Markdown and you've got Jupyter. if you haven't used it before, I recommend you do.
Docker is a tool that gives us control over our application's OS environment. Think of it like a recipe for your OS that you can share almost anywhere. In this one, we'll be covering deploying this project to Heroku but using Docker means we can deploy this nearly anywhere.
In this series, I'm going to show you how to deploy a Jupyter Notebook server on Heroku using Docker step-by-step.
The big caveat
Jupyter has the ability to create new notebooks and they will 100% save on your deployed docker-based Jupyter server... but they will disappear as soon as you deploy a new version. That's because containers, by their very nature, are ephemeral by default.
This caveat doesn't mean we shouldn't do this... it just means it is a HUGE consideration when using this guide over something like Google Colab.
Who this course is for:
- Jupyter Notebook Enthusiasts
- Data Scientists & Data Engineers
It all started with an idea. I wanted freedom... badly. Freedom from work, freedom from boredom, and, most of all, the freedom to choose. This simple idea grew to define me; it made me become an entrepreneur.
As I strived to gain freedom, overtime I realized that with everything that you do you can either (1) convince someone, somehow, to do it with you or (2) figure out how to do it yourself.
Due to a lack of financial resources (and probably the ability to convince people to do high quality work for free), I decided to learn. Then learn some more. Then some more. My path of learning website design started a long time ago. And yes, it was out of need not desire. I believed I needed a website for a company that I started. So I learned how to do it. The company died, my skills lived on... and got better and better.
It took me a while after learning web design (html/css) to actually start learning programming (web application, storing "data", user logins, etc). I tinkered with Wordpress, believing it could be a "user" site, but I was mistaken. Sure there are/were hacks for that, but they were hacks/work-arounds and simply not-what-wordpress-was-indended-to-be. Wordpress is for blogs/content. Plain and simple.
I wanted more. I had a web application idea that I thought would change the way restaurants hire their service staff. I tested it with my basic html/css skills, had great initial results, and found a technical (programmer) cofounder as a result. He was awesome. We were featured on CNN. Things looked great.
Until... cash-flow was a no-flow. Business? I think not. More like an avid hobby. We had the idea for a business just no business. Naturally, my partner had to find a means of income so I was left with the idea on its own.
Then, I tried Python. I was hooked. It was so easy. So simple. So elegant.
Then, I tried Django. Even more hooked. Made from python & made for web applications. It powers Instagram & Pinterest (two of the hottest web apps right now?).
Then, I tried Bootstrap. Simple and easy front-end design (html & css) that is super easy to use, mobile-ready, and overall... incredible.
Python, Django, and Bootstrap are truly changing the way the world builds web applications. I believe it's because of the simplicity to learn, the sheer power behind them, and, most of all, the plethora of resources to aid anyone in building their web projects (from packages to tutorials to q&a sites).
I relaunched my original venture with my new found skills. That wasn't enough. It didn't compel me as it once had. I started imagining all the possibilities of all the ideas I've always wanted to implement. Now I could. Which one to start with? There were so many good ideas...
Then another idea, a new & fresh idea, started brewing. I started to believe in the power of learning these skills. What would it mean if other non-technical entrepreneurs could learn? What would it mean if ideas were executed quickly, revenue models proven, all prior to approaching the highly sought-after programmers? What would it mean if entrepreneurs became coders?
And so. Coding for Entrepreneurs was born.
Here are some bio highlights:
Adjunct Professor of Entrepreneurship at the Lloyd Greif Center for Entrepreneurial Studies in the Marshall School of Business at the University of Southern California
Bestselling instructor on Udemy
Funded creator on Kickstarter
Founder of Coding For Entrepreneurs
Cohost of Backer Radio