I will do forecasting using time series analysis

United States

I speak English

Analyst Solutions

Expert in Data Analysis & Data-Driven Solutions With a solid foundation in econometrics, statistics, and data science, I specialize in providing data-driven solutions using advanced statistical and m...
About this Gig

I am an independent consultant with the ability to solve a wide variety of your data problems.


You are in the right place if you are a business owner looking to maximize the value of your data.


This gig offers to solve forecasting tasks that usually involve at least five basic steps:

  1. Problem definition
  2. Gathering information
  3. Preliminary (exploratory) analysis
  4. Choosing and fitting models
  5. Using and evaluating a forecasting model


I have knowledge of and experience with a wide range of forecasting methods, such as:

  • Exponential smoothing techniques
  • (Seasonal) ARIMA models
  • Dynamic regression models
  • Vector autoregression models
  • Prophet models


The deliverable will generally be a report created from an R Markdown document that contains:

  • An overview of all concepts and ideas that lead to the final solution
  • An explanation of the methods that were used to build the model
  • A summary of the results and/or predictions coming from the model
  • The code that shows how everything has been done step-by-step


Feel free to send me a message to get started!

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