JF

Big Data Processing & Analytics

• MapReduce on Ubuntu

Cloud Computing

• Apache Kafka + Spark Streaming + PySpark
• Machine Learning
  • Movie Recommendation System
    • PySpark Collaborative Filtering with ALS
    • RDD-based API
• MapReduce
  • Full Inverted Index
  • Pi
• PySpark
  • PySpark on Kubernetes
  • Pi
• Spark
  • PageRank

Javascript

• Node.js
  • Send JSON-format student data via NGRok

Machine Learning

• End-to-End Project
  • Preprocessing Data with ScikitLearn
• Neural Network
  • Basic Classification
  • Project: Design XOR Gate
• Supervised Learning
  • Linear Regression using Normal Equation
  • Classification on Colab using MNIST dataset
  • Falling Prediction using KNN
  • KNN +Confusion Matrix + Iris Data set + Colab
  • Linear Regression using Normal Equation

• Text Classification

Software Quality Assurance and Test Automation

• Selenium
  • Functional Testing
    • Personal Website Project