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Dimitrios Gagatsis dimgag

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Mathematician turned Data Scientist with a passion for unlocking the power of Machine Learning, Deep Learning & Computer Vision.

40 followers · 20 following

TomTom
Netherlands
https://github.com/DimitriosGagatsis-tomtom

Achievements

Achievements

Highlights

Developer Program Member

dimgag/README.md

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📚 My Projects:

🔮 Time Series Forecasting for the number of store transactions - EDA, time-series analyis, trend, seasonality and stationarity analysis and forecasting. (In progress...)
💸 Credit-scorecard Development - Credit scorecard development for bank loan approval. Includes data analysis, data visualization, feature selection and feature engineering, and model evaluation with Gini coefficient.
🧠 Genuine_Posed_EmotionRecognition - Master Thesis project to identify real and fake emotions in videos.
🚗 Stanford Car Classification Classify the Stanford Cars Dataset using Deep Learning models.
🍔 Deepfood - A deep learning model to classify food images with CNNs (EfficientNet-V2).
🤔 Deep learning emotion recognition - A deep learning model to classify emotions in images with CNNs.
⚙️ Machine learning survey - A survey of machine learning papers.
📊 Predict Churn Customer - A project to predict churn customer in Telco company with Machine Learning, Classification models. Includes data analysis, data visualization, feature selection, and model evaluation and comparison.

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Genuine_Posed_EmotionRecognition Genuine_Posed_EmotionRecognition Public

Multi-Label, Multi-Task Deep Learning Approach Towards Detection The Differences Between Real And Fake Emotions

Jupyter Notebook
deepfood deepfood Public

Deep Food Image Recognition Project

Jupyter Notebook 3
DM_Predict_Churn_Customer DM_Predict_Churn_Customer Public

Data Mining Predict Churn Customer Problem

Jupyter Notebook
stanford_car_classification stanford_car_classification Public

Multi-class classification on Stanford Cars Dataset

Python 1
credit-scorecard credit-scorecard Public

Jupyter Notebook
time-series-forecasting-store-transactions time-series-forecasting-store-transactions Public

Jupyter Notebook