Curriculum Learning

How to Improve Your Network Performance by Using Curriculum Learning

Towards Data Science

Curriculum learning describes a type of learning in which you first start out with only easy examples of a task and then gradually increase the task difficulty. We humans have been learning according…...

Applying Curriculum Learning to Medical Images

Towards Data Science

General Overview. In this study, I worked with a team of researchers to apply curriculum learning to improve the accuracy of a deep learning model for classifying colorectal cancer images. The full…

Curriculum Learning With Unity ML-Agents

Towards Data Science

Curriculum Learning With Unity ML-Agents.

Curriculum Learning and Symbolic Mathematics

Towards AI

We can think of the humongous field of deep learning as the Earth’s crust, floating on a mantle of mathematical and algorithmic understanding. It is a vast sphere of knowledge that is divided into…

Chapter 4 A catalogue of pedagogical patterns

Teaching and Learning with Jupyter

4.1 Introduction In this chapter, we present a collection of patterns that are particularly aligned with teaching and learning with Jupyter. Each pattern is targeted at specific learning goals, audien...

Data Science Curriculum from Scratch 2018 (Part 1)

Towards Data Science

This is part 1 of the series where I will showcase the curriculum and provide my personal reviews on these courses.

Learning Engineering: Merging Science and Data to Design Powerful Learning Experiences

Towards Data Science

Learning is an organic process where the seeds of knowledge are slowly and steadily been planted and engraved into the minds. This seeds of knowledge eventually bear fruit when it is put into action…