Analys from thumbnals, title, text, video type, etc.
Data science with youtube api, cv, ocr, nlp, pandas and ML method
Also using tableau for data visualization
Youtube Reporting & Analytics api
all video meta data (impresion, view, subs, tags, revenue, thumbnails, etc.)
traffic source
TextFuseNet OCR
bert score
youtube api
pytesseract ocr
k-means main color clustering
contrast
labelimg tag layout
pandas
Tableau
possibility
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歷史資料 |
ABtest |
參數 - 指標分布 |
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統計: 高低於中位指標的參數機率 |
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Bayes: 參數的高低於中位指標機率 |
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Bayes: 參數的高低於中位指標機率 |
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顯著性 |
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K-Means
Logistic Regression
Decission tree
SVM
Bagging
XGBoost