Intro to Batch Normalization
Published:
This is the introduction of Batch Normalization method in deep learning with some key concepts and rationale.
Blog posts
2020
Intro to Adaptive Moment Estimation (ADAM)
Published:
This is the introduction of Adaptive Moment Estimation (ADAM) method with some key concepts of algorithms.
Intro to Generative Adversarial Networks
Published:
This is the introduction of Generative Adversarial Networks (GANs) method with some key concepts of machine learning, including KL divergence and MLE.
A Visual History of Nobel Prize Winners
Published:
This is one of the data science project from DataCamp which is about the History of Nobel Prize winners. Python codes and relative analysis will be shown in this article.
The GitHub History of the Scala Language
Published:
This is one of the data science project from DataCamp which is about the Contribution of GitHub of the Scala Language dataset. Python codes and relative analysis will be shown in this article.
The Android App Market on Google Play
Published:
This is one of the data science project from DataCamp which is about the Android Apps dataset. Python codes and relative analysis will be shown in this article.
TV, halftime shows, and the Big Game
Published:
This is one of the data science project from DataCamp which is about the Super Bowl dataset. Python codes and relative analysis will be shown in this article.