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I will build time series models using deep learning lstm ,gru and arima using python
Project support specialist
Thank you, Ekaterina your academic and research journey is impressive! With your deep background in Data Science, AI, and Drug Modeling, are there any current projects or challenges you're particularl...
About this Gig
Time is critical for business success. With machine learning, predicting the future is now essential. I specialize in time series analysis and forecasting, offering:
Time Series Decomposition, Filtering, and Modeling (ARIMA, GARCH, Stochastic Volatility, Matrix Profile, State-Space Models)
Financial/Economic Time Series Analysis
Multivariate Time Series Models
Forecasting, Backcasting, Nowcasting
Deep Learning Models (RNN, LSTM, GRU, CNN, Prophet, XGBoost)
What I Offer:
Data Analysis: Clean, analyze, and preprocess data for accuracy.
Model Selection: Choose the best model for your dataset.
Forecasting: Generate forecasts and visualizations using advanced ML tools.
Performance Evaluation: Assess models using MAE, RMSE, MAPE, R², and Adjusted R².
Reporting: Provide insights, trends, and a detailed report with actionable recommendations.
Note: Project budget depends on complexity and requirements
