I will build time series models using deep learning lstm ,gru and arima using python

United States

I speak English

Revio

A certified and experienced data scientist with 5+ years on Fiverr, currently pursuing a Ph.D. in the Internet of Things and holding a Master's in Data Science. Google and Huawei certified, skilled in...
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

Expertise:

Image processing

Classification

Clustering

Programming language:

Python

R

MATLAB

SQL

Colab

Frameworks:

Scikit-learn

DeepPy

Google ML Kit

SimpleCV

Keras

APIs:

Microsoft Computer Vision AI

Amazon Rekognition

Tools:

Jupyter Notebook

OpenCV

OpenNN

TensorFlow

Excel

MLflow

Other Data Science & ML Services I Offer