Portfolio

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Data Analysis

Housing data manipulation with pandas (housing industry, data manipulation, data quality)

Data cleansing practice on Housing data (data wrangling, missing value)

The default of credit card client analysis (imbalanced dataset, classification, data quality, fraud detection)

Insurance company claims severity (anonymized data, regression, distribution)

Data visualization with language eduction user datasets (data visualization, data manipulation, python dashboard)

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Machine Learning Projects

Facial Expression Recognition with CNNs

Machine Learning Model Review

Computer Vision Paper Review

• Image Classification

• Semantic Segmentation

• Instance Segmentation

• Biomedical Segmentation

• Image Detection

• GAN

• Image Super Resolution

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Machine Learning Blogs

• Feature Engineering with Scikit-Learn

• Pipeline with Scikit-Learn

• AutoML

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Programming Languages & Tools

• [sql]

• [Python]

• [R]

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