Courses

how to pull docker image and launch docker instance.

how to create/publish docker image.

how to use docker composer to build micro services.

Introduction to Basic Python Programming

Pre-USACO coding practise 

Object Oriented Programming

Key Kubernetes (k8s) concepts explained.

How to install a useful and practical k8s cluster in a typical environment/SOHO/SMB Environment.

How to auto-scaling your application.

spark cluster and architecture

Spark installation made easy

Spark SQL, DataFrame, Dataset, RDD

how to solve USACO challenges

Real USACO coding challenges questions and solutions

How internet works

HTML

CSS

AI/ML overview

Math Statics foundation

Data Analysis

Highlight typical pitfalls, provide strategies to avoid them.

Enhancement for a typical AP CSA course at school

Basic usage on Windows, MacOS, Linux

Create File/Folder using GUI and Command Line

How to use Google Docs/Excel

C++ fundamental 

Data Structure ( tree, hash, set, queue, vector)

Tailored for USACO

Basic Algorithms

Easy to understand

• Tailed for USACO

Generative AI

how LLM works

Application: RAG

Tailored for USAAIO

Auto-Graded Math Homework System

Linear Algebra

PyTorch 

Transformers

NLP

Object Oriented Programming

Data structure, and problem solving

AI powered homework system

Tailored for USAAIO

Linear Algebra

Probability & Statistics

Data Structure ( tree, hash, set, queue, vector)

Tailored for USACO

Learning Policy Guarantee

intense training

2 hours/week

recent USACO bronze-silver problems