AI and ML Datasets to start with – Part 2

Datasets form the basis of the domain of Artificial Intelligence and Machine learning. Over the last few years, model-centric AI has shifted from model-centric to data-centric AI. Supervised learning depends heavily on labeled data (i.e., features with ground-truth labels), where a mapping function is learned between the features and labels. In unsupervised learning, we depend … Read more

How to build an end-to-end Data Science project from scratch

In this article, we cover the five technologies required for building an end-to-end data science, artificial intelligence, or machine learning project from scratch. They are defining a problem statement, identifying the competing solutions, conducting a literature survey, identifying research gaps with possible Proof-of-concept, and finally the practical utility of the solution. Welcome. I hope you … Read more

Datasets to start with – Part 1

In this article, we compile a list of datasets and codebases of recent papers or even diverse domains which I have come across. I usually have stumbled upon them during the literature survey for one of my works and the most recent ones from Twitter mostly. I have covered a list of data challenge competitions … Read more