Docker Masterclass for Machine Learning and Data Science
- Description
- Curriculum
- FAQ
- Reviews
Every data scientist is aware that, sometime or another, they’ll need to show off their progress and results. And there couldn’t be a bigger fear than not having your algorithm run on another computer for reasons you can’t define.
Enter Docker Masterclass for Machine Learning and Data Science. Led by Docker evangelist and Cybersecurity expert Jordan Sauchuk, this course is designed to get you up and running with Docker, so you will always be prepared to ship your content no matter the situation.
Your Docker path will cover the following steps:
-
A Comprehensive Introduction to Docker
-
Getting the Docker basics down
-
Using Dockerhub
-
Docker Challenges
Embedded in each section you’ll not only find great video lessons, but also enriching articles and quizzes designed to take you to Docker heaven!
So, are you ready to become an excellent data scientist? Enroll now!
See you in the classroom.
-
2Study Tips For SuccessText lesson
-
3Your Shortcut To Becoming A Better Data ScientistText lesson
-
4What is Docker?Video lesson
-
5What is a Container?Video lesson
-
6Useful Docker InfoVideo lesson
-
7Installing DockerVideo lesson
-
8Installing Docker for LinuxText lesson
-
9How Docker Is Useful For Data ScienceText lesson
-
10Installing AnacondaVideo lesson
-
11Why Anaconda?Text lesson
-
12Virtual EnvironmentVideo lesson
-
13DownloadablesText lesson
-
14Download The FilesText lesson
-
15Set Up A Simple Flask AppVideo lesson
-
16DockerfileVideo lesson
-
17Requirements.txtVideo lesson
-
18Build A Docker Image and ContainerVideo lesson
-
19What Ports To Use?Text lesson
-
20Common Docker CommandsVideo lesson
-
21Docker Commands CheatsheetText lesson
-
22QuizQuiz
-
36Obtain The Files HereText lesson
-
37Git Tips & TricksText lesson
-
38NGINX & AutomationVideo lesson
-
39NGINX & Automation P1Video lesson
-
40NGINX & Automation P2Video lesson
-
41NGINX & Automation P3Video lesson
-
42NGINX & Automation P4Video lesson
-
43NGINX & Automation P5Video lesson
-
44NGINX & Automation P6Video lesson
-
48Obtain The Docker Compose Resources HereText lesson
-
49Docker ComposeVideo lesson
-
50Docker Compose - JupyterVideo lesson
-
51Docker Compose ChallengeVideo lesson
-
52Docker Compose Challenge - Part 1Video lesson
-
53Docker Compose Challenge - Part 2Video lesson
-
54Compose Building CheatsheetText lesson
-
55Docker Extra - Simple Jupyter CommandVideo lesson
External Links May Contain Affiliate Links read more