I will perform 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 specializing in solving complex data problems, particularly in forecasting. If you're a business owner seeking to harness the full potential of your data, you've come to the right place!

Services Offered:

  • Problem Definition: Clear articulation of forecasting goals.
  • Data Gathering: Collection of relevant data for modeling.
  • Exploratory Analysis: Initial analysis to understand patterns and trends.
  • Model Selection & Fitting: Using methods such as:
  • Exponential Smoothing
  • ARIMA (Seasonal & Non-seasonal)
  • Dynamic Regression
  • VAR (Vector Autoregression)
  • Prophet Models
  • Evaluation: Assessing model performance and forecasting accuracy.

Deliverables:

  • A comprehensive report via R Markdown, detailing:
  • The concepts and steps leading to the solution.
  • An explanation of forecasting methods used.
  • Results, predictions, and model performance.
  • Full code for reproducibility.


Expertise:

Classification

Churn

Clustering

Ranking

Decision trees

Programming language:

Python

R

SQL

Colab

NoSQL

Frameworks:

Scikit-learn

Google ML Kit

Keras

PyTorch

Panda

APIs:

Microsoft Computer Vision AI

Amazon Rekognition

Tools:

Jupyter Notebook

OpenCV

TensorFlow

MLflow

Stata

Colab