Resources

Software Development

General

• Pragmatic Programmer

Algorithms

• Do problems from leetcode. Gotta put time in the saddle.

• Do them with a partner. You’ll get through the problems faster, it will desensitize you to

Testing

• Learn TDD. Do algos problems with TDD.

Operations

• Serve a database.

• Deploy a web application.

• Echo hello world inside a server.

• Run some random software in a container. Do it on your local then run some random software in a container on a server and interact with it through your browser.

Machine Learning

• Read some books. “An Introduction to Machine Learning”. Sci-kit learn’s api docs is also good.

• Metrics/validation are more important than implementation of models.

Management

• Read the agile manifesto.

• Familiarize yourself with SCRUM.

• Operate in sprints.