Reza Zamani rezazamani2329

Category	Technologies
Programming Languages & Software	Python, SQL, Stata, EViews, C++, R, Latex, Office}
Tools & frameworks	Numpy, Pandas, Scikit-learn, Tensorflow, Surprise, Keras, Scalar, PyTorch, SciPy, Spark, NLTK, Open AI, Matplotlib, Seaborn, Plotly, Statsmodels
AI/Machine Learning	Supervised Learning (Linear, Lasso, Ridge and Polynomial Regression, Logistic Regression, SVM, Decision Tree, Naive Bayes, KNN); Unsupervised Learning (K-means, DBSCAN, PCA); Neural Networks & Deep Learning (RNN, CNN, MLP, LSTM, GANs,Transformers, Autoencoders, and Diffusion), image processing, computer vision; Ensemble Learning (Bootstrapping, Random Forest, Voting classifier, bagging, XGBoost, GradientBoost, LightGBM, AdaBoost, Stacking); Natural Language Processing (NLP), text classification, LLM, Model tuning and evaluation
Preprocessing, visualization and Data Analysis	Data Extraction, Visualization, Transformation, Imputation, Centering, Scaling, Labeling, Feature Engineering, Feature Permutation, SHAP
Causal Inference, counterfactual and policy analysis	Difference-in-Difference, Synthetic Control Methods (SCM), Instrumental Variables, A/B test
Time Series	Dynamic Linear Regression Models (ARDL, AR, MA, ARMA, ARIMA), Dynamic Skedastic & Correlation Models (ARCH, GARCH, EGARCH, Variance Targeting), Multivariate Time Series (VAR, ECM, VECM, Granger Causality, Regime Switching Models), Panel data

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