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Donghan (Adrian)'s Blog
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2021
Statistics Concepts Review
"97.3% of all statistics are made-up"
Comprehensive Reviews of Data Scientist Interview
"Find your leakage and patch it up"
2020
Happy Children's Day
"Hope we all live in a peaceful world"
My Teaching Assistant Experiences
"TA enriched my academic involvement"
DL Principles
"Tower relies on its foundation"
Why LSTM Solves the Gradient Vanishing Problem of RNN
"Genius propose solutions"
What is Recurrent Neuron Nets
"Remember what we had!"
CNN Architecture Explain and Why it Works
"The utimate goal is to extract dominant features, like brain"
ML Models Pros vs Cons
"All models are wrong"
ML Basic Concepts Review
"Rome was not built in a day"
ML Basic Concepts Interview Questions
"Rome was not built in a day"
Boostrap, Bagging, Boosting
"Unity is strength"
Practical Data Science Techniques
"Hints learned from pains"
How Backpropagation Works
"I struggled here for long time"
Hello Data Science
"Hello Data Science, Hello Blog"