IBM's "Full Stack Cloud Developer" Professional Certificate

This paid professional certificate consists of 10 individual courses:

Introduction to Cloud Computing

Introduction to Cloud Development with HTML5, CSS3, and JavaScript

Developing Cloud Native Applications

Developing Cloud Applications with Node.js and React

Introduction to Containers, Kubernetes and OpenShift

Python Basics for Data Science

Python for AI & Development Project

Django Application Development with SQL and Databases

Microservices, Serverless, OpenShift

Full Stack Application Development Project

See Curriculum Overview

A Few Selected Assignments from "Introduction to Computer Science"

By clicking on the download button, you will download a .zip file with the programme files.

"Introduction to Artificial Intelligence with Python"

In the course of 7 units, I was introduced to a variety of different topics in the field of AI. Each unit consisted of a lecture covering theory, application fields, and pseudo-implementation, followed by a quiz and one or more projects. The vast majority of the time was spent solving the problem-sets, which was great hands-on practice.

This course helped me assemble my first neural network in TensorFlow, implement AI systems for natural language processing (even a basic system for question answering), creating a programme to train an AI to be unbeatable in a game of nim through reinforcement learning, or tic tac toe through Minimax logic, or Minesweeper through propositional logic.

Taking this course alongside my MSc Applied Geoinformatics has fit perfectly to help me dig a little deeper into the informatics side. Since the course was also highly project-oriented, I was able to constantly practice and refine my python programming.

Some Video Demos

A system for Question Answering (Natural Language Processing)