Chester Lab

2015 DL review Rebooting AI RL area Beginner friendly: OpenAir NLP 2017, 2018,2019 is the transformer winning years -Megatron LM from nvidia -XLnet: Mutation of bert: outperform the vanilla ...

Posted by Chester Lab on July 7, 2025

Java quick pickup

public class Car { String model; int year; // Constructor public Car(String model, int year){ this.model = model; this.year = year; } public void displayDetails(){ System.o...

Posted by Chester Lab on July 7, 2025

Cleanarchitecture

SOLID 老實說五個各自的設計原則, 其實並不完全的MEMC(Mutually Exclusive Collectively Exhaustive). LSP 跟 DIP 我覺得是有因果關係的. SRP single responsible principle Liskov substitution Interface segregation principle 叫它”包包不要帶太...

Posted by Chester Lab on September 19, 2020

Beckendnote

One Goal To build xxx API . Sustainable Scalable Environment APP Routers 看起來明顯分成兩大不同陣營 wsgi asgi WSGI 一開始為了將Server Code/Application Code 做區隔. Web Server Gateway interface相應而生....

Posted by Chester Lab on August 13, 2020

Cybersecurity

CyberSecurity Tech Categories For this conversation, let’s consider clustering, dimensionality reduction, and association rule learning as the main approaches within unsupervised learning To a...

Posted by Chester Lab on August 12, 2020

Portfolio

Review and Record.

How many posts about how to become a investment master, especially recent time between craziest February to May. I have to admit to this. Yes, I’m one of the many. This post is more like prevent me...

Posted by Chester on May 30, 2020

ML & Desgin pattern

To answer the gap between SW/DS

Motivation How many design patterns? I guess there’s limited number for that? Once you DS “How many different categories of ML question?” The number is very shocking. 24 or More. Another issue whi...

Posted by Chester on April 1, 2020

Designing Data-Intensive Applications Note

Steps into system design

CH 1 Reliability It’s a topic about failures and faults. function is correct making mistake loading/volume can handle the required fault ~= failure fault relies on error handling Hardware ...

Posted by Chester on March 13, 2020

Nail down the SQL interview question

Tight arsenal to crack the questions

In this post, I’m going to guide you how to crack SQL interview questions. I’ll use MS sql as primary sql tool to solve the questions, since the MS sql is more frequently pop out on job descriptio...

Posted by Chester on January 9, 2020

DL Framework pointer network

When Combinatorial Optimization meets Neruo network

Auto summary #

Posted by Chester on December 1, 2019