I will develop time series forecasting

United States

I speak English
I'm a data scientist with expertise in time series forecasting. I have 5+ years of experience using Python, R, SQL, and machine learning algorithms to deliver high-quality data-driven solutions. I'm a...
About this Gig

Note: please contact me before placing an order for project details and availability.


I will develop high-quality time-series Analysis/forecasting models for the time-series of your choice in python/R. The output will be in the form of an interactive HTML markdown file. The Analysis & forecast will include interactive charts and tables showing the predicted values.


I will provide you with the prediction model using the ARIMA & SARIMA models in the python Jupyter notebook. I will do all the graphical analysis and transformation that is a need in the forecasting and then show the predicted values in graphical or array format.


For doing this analysis, my chosen languages are python.


I will use python packages:

  • Pandas, Numpy, Scipy, Scikit-learn, Matplotlib/seaborn

If you have specific models in mind, you can let me know.

I usually create the following models:

  • Linear Regression / Generalized Linear Model
  • Random Forest / XGBoost / Cubist
  • ARIMA/SARIMA/LSTM/RNN
  • Prophet/Fbprohet
  • SVM

What I need:

   1) CSV or Excel file 

   2) A proper description of the problem.?

    3) What kind of results you are looking at?

Expertise:

Feature learning

Classification

Decision trees

Programming language:

Python

Frameworks:

Scikit-learn

DeepPy

SimpleCV

Keras

PyTorch

APIs:

Microsoft Computer Vision AI

Amazon Rekognition

Tools:

Jupyter Notebook

OpenNN

TensorFlow

Excel

Stata

Colab