Beyond Jupyter Notebooks

Build your own Data science platform with Docker & Python
English
English [Auto]
Docker
Data Science
Jupyter
Python
Data Analysis
Data Visualization
Open Source

Requirements

  • Minimal Python Knowledge
  • Running Docker Installation
  • Fun exploring new topics

Description

Interactive notebooks like Jupyter have become more and more popular in the recent past and build the core of many data scientist’s workplace. Being accessed via web browser they allow scientists to easily structure their work by combining code and documentation. Yet notebooks often lead to isolated and disposable analysis artefacts. Keeping the computation inside those notebooks does not allow for convenient concurrent model training, model exposure or scheduled model retraining.

Those issues can be addressed by taking advantage of recent developments in the discipline of software engineering. Over the past years containerization became the technology of choice for crafting and deploying applications. Building a data science platform that allows for easy access (via notebooks), flexibility and reproducibility (via containerization) combines the best of both worlds and addresses Data Scientist’s hidden needs.

Who this course is for:

  • Any level of data scientists that want to accelerate their capabilities
  • Open Source Lover ❤️
  • Pythonistas interested in Docker

Course content

8 sections45 lectures1h 27m total length
  • Watch Me First :-)
    02:13

Instructor

Data Scientist | Software Engineer | Open Source Lover
Joshua Görner
  • 4.1 Instructor Rating
  • 90 Reviews
  • 1,107 Students
  • 1 Course

Personal Beliefs

I truly belief, that Artificial Intelligence, Machine Learning & Data Science should be democratized and opened to a wider public audience - that's the mission of my Udemy Channel :-)


Business

Having worked in different major industries like  pharmaceutical, automotive and aerospace, I was able to work with brilliant people and learn a variety of (sometimes hard) lessons about Data Science, it's application in the wild and how it can deliver tangible value. Living by Adam Grant's book "Give and Take" I would love to contribute and share that knowledge with a wide community.


Private

Besides what's already said I am a proud father and married to a gorgeous wife - without her support I would not be where I am today. I'm also into 70s HardRock - so you might wan't to check out my band "PhonoOne" \m/


If there is something else you would like to know about me, just send me a PM :-)