Archive

2023

• May 24Java Concurrent Programming 1 - Fundamentals

2022

• Sep 18Introduction to Dependency Injection in Java
• Jun 19Distributed Transactions and Sagas in Microservices
• May 16Design Patterns: Strategy Pattern
• May 03Java Best Practices - Logging
• Apr 23Java Best Practices - Lombok, JUnit 5 and Mockito
• Apr 03Implementing Microservice Communication
• Mar 13What you don't know about AWS API Gateway
• Mar 05Microservice Communication Patterns
• Feb 13AWS DynamoDB Best Practices
• Jan 06Design Patterns: Proxy Pattern

2021

• Dec 09Design Patterns: Facade Pattern
• Dec 05Design Patterns: Singleton Pattern
• Nov 28Design Patterns: Decorator Pattern
• Aug 15Design Patterns: Adapter Pattern
• Jan 18面向 API 编程: Structured Streaming
• Jan 17面向 API 编程: Spark Streaming
• Jan 14面向 API 编程: Spark SQL
• Jan 13API-Oriented Programming: RDD Programming
• Jan 11API Oriented Programming: Spark Basics
• Jan 04Cheatsheets for AWS Certified Solutions Architect - Associate

2020

• Dec 03理解 Zookeeper 原理以及源码分析
• Oct 06VS Code 远程开发配置
• Feb 07MongoDB 数据库高级进阶 - 集群和安全
• Jan 27了解非关系型数据库 NoSQL - MongoDB | 安装使用以及 CRUD 操作

2019

• Sep 29Docker 容器技术 (基础篇) | 学习笔记
• Aug 29Redis Cheatsheet - Redis 知识点笔记整理
• Jun 19Time Series Forecasting Explained
• Apr 18Support Vector Machines Explained
• Feb 16Tutorial for Kaggle competition using Google Colab

2018

• Dec 09Week 4 lecture note of Coursera - Convolutional Neural Networks from deeplearning.ai
• Dec 02Week 3 lecture note of Coursera - Convolutional Neural Networks from deeplearning.ai
• Dec 01Week 2 lecture note of Coursera - Convolutional Neural Networks from deeplearning.ai
• Nov 30Week 1 lecture note of Coursera - Convolutional Neural Networks from deeplearning.ai
• Oct 07Deep Residual Neural Network for CIFAR100 with Pytorch
• Sep 28Deep Learning with Pytorch on CIFAR10 Dataset
• Sep 15Build Convolutional Neural Network from scratch with Numpy on MNIST Dataset
• Sep 09Build Neural Network from scratch with Numpy on MNIST Dataset
• Aug 29Backtracking
• Aug 22Fenwick Tree or Binary Indexed Tree
• May 18Brief Introduction to Variational Autoencoders

2017

• Jul 17Install MySQL on Mac OS X