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    Hyun Suk's Blog


    DATA ENGINEER | DATA SCIENTIST | SW DEVELOPER
    • Introduction to Apache Spark

      How to use the Spark

      Posted on January 3, 2024

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      Using Language and Tools [Read More]
      Tags:
      • Apache spark
      • Big data
    • Credit Card Fraud Detection Model

      AutoEncoder & IF & LOF

      Posted on December 10, 2023

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      Using language and Tools [Read More]
      Tags:
      • Credit Card
      • Fraud Detection Model
      • Logistic Regression
      • KNN
      • Linear Discriminant Analysis
      • LDA
      • Support Vector Machine
      • SVM
      • Random Forest
    • E-commerce Customer action analysis using RFM method

      Posted on November 29, 2023

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      Analysis the customer action with RFM method. [Read More]
      Tags:
      • RFM
      • EDA
      • K-means
      • python
    • Fraud Detection Model

      AutoEncoder & IF & LOF

      Posted on June 20, 2023

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      [Read More]
      Tags:
      • Tensorflow
      • LocalOutlierFactor
      • AutoEncoder
      • IsolationForest
    • Semiconductor manufacturing analysis

      From multi-output to single-output

      Posted on June 12, 2023

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      [Read More]
      Tags:
      • python
      • xgboost
      • lightbgm
      • sklearn
      • matplotlib
    • Design Big Data Analysis with Apache Spark

      Posted on June 8, 2023

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      Focuses on designing, implementing, and testing a complex Spark application for Big Data analysis. Evaluations will be based on functionality, code quality, efficiency. [Read More]
      Tags:
      • NLP
      • big data
      • python
      • java
      • apache spark
    • Identification of Different Types of Cell Nuclei in Cancer

      Posted on June 5, 2023

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      Understanding Model Performance and Feature Interpretation using Captum [Read More]
      Tags:
      • deep learning
      • Maching learning
      • kaggle
      • python
    • airbnb clone coding

      Posted on June 1, 2023

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      This is Full-stack coding. Building Airbnb service with Django and React. It covers the backend and frontend components, including app functionalities and their interaction. [Read More]
      Tags:
      • fullstack
      • Python
      • Django
      • RestAPI
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