All Posts · Way of Numbers

2020

How to Extract Knowledge from Wikipedia, Data Science Style A Brief Introduction to WikiData and SPARQL query language Feb 07, 2020

How to Port Your Medium Articles to Personal Blog with a Simple Bash Script ‘Quick and Dirty’ Blogging Automation Feb 01, 2020

NEON.LIFE: Your REAL Virtual Assistant, For Real This Time? The anatomy and theory-crafting of NEON.LIFE, Samsung’s new ‘Artificial Human’ Jan 31, 2020

Let’s Build a Fashion-MNIST CNN, PyTorch Style A Line-by-line guide on how to structure a PyTorch ML project from scratch using Google Colab and TensorBoard Jan 30, 2020

How to Build Your Own PyTorch Neural Network Layer from Scratch And learn a thing or two about weight initialization Jan 30, 2020

Another Self-Driving Car Accident, Another AI Development Lesson What could be learned from Uber’s Self-Driving Car accident as a Data Scientist Jan 30, 2020

How to Gain State-Of-The-Art Result on Tabular Data with Deep Learning and Embedding Layers A different approach to Kaggle Blue Book Bulldozers Competition Jan 30, 2020

No Human Can Beat AlphaGo, and It’s a Good Thing Why Go master Lee Se-Dol should not feel sorry for losing to AlphaGo Jan 30, 2020

5 Things I Learned from Google’s New ML-Powered Recorder App And what future ML-enabled apps should look like Jan 30, 2020

2019

What You Need to Know About Netflix’s ‘Jupyter Killer’: Polynote 📖 It’s about time Jupyter Notebook has its worthy competitor Oct 25, 2019

💎Hidden Gem: A Great PyTorch YouTube Tutorial Series by deeplizard A must watch before you delve down deeper into fast.ai source code Oct 17, 2019

“This is CS50”: A Pleasant Way to Kick Off Your Data Science Education Why CS50 is especially useful to solidify your software engineering foundation Oct 13, 2019

Attack Toxic Comments Kaggle Competition using Fast.ai How to build a multi-label NLP classifier from scratch Oct 08, 2019

9 Things I Learned from Blogging on Medium for the First Month Why Medium is a good platform to exchange ideas Oct 04, 2019

On the Internet, Nobody Knows You Are a Dog, or AI An inevitable slide into online community anarchy Oct 01, 2019

When ‘Growth Hacks’ Meets ‘Growing Pain’ What I think about Siraj Raval’ s recent controversial ‘ML course’ Sep 27, 2019

How I Migrated My Blog from GitHub Pages to Netlify Things to consider when blogging as a data scientist Sep 26, 2019

How Long Until Boston Dynamics Robot Can Be a KungFu Master? React to Boston Dynamics new ‘More Parkour Atlas’ Video Sep 24, 2019

Two Sides of the Same Coin: Jeremy Howard’s fast.ai vs Andrew Ng’s deeplearning.ai How Not to ‘Overfit’ Your AI Learning by Taking Both fast.ai and deeplearning.ai courses Sep 24, 2019

How to Deploy Your Machine Learning Web App to Digital Ocean Using Fast.ai, Docker, GitHub, and Starlette ASGI Framework Sep 21, 2019

OpenAI: Catch Me If You Can What OpenAI’s Multi-Agent Hide and Seek Break Through Means Sep 19, 2019

How I Trained Computer to Learn Calligraphy Styles: Part 2 Build a Deep Learning Model with fast.ai Library Sep 16, 2019

How I Trained Computer to Learn Calligraphy Styles: Part 1 Build a Deep Learning Model with fast.ai Library Sep 15, 2019

I finished Andrew Ng’s Machine Learning Course and I Felt Great! The good, the bad, and the beautiful Sep 06, 2019

2018

Types of Optimization Algorithms used in Neural Networks and Ways to Optimize Gradient Descent Feb 26, 2018

Tweaking Pelican Elegant Theme Feb 24, 2018

The AI Shortage Feb 23, 2018

Machine Learning Notes : Text Data Analysis Feb 19, 2018

Setup Data Science Blog with Pelican + GitHub Pages Feb 14, 2018

Machine Learning Notes : Numpy and Pandas Feb 14, 2018