You will get accurate forecasting and predictive analytics for better decisions
Project details
Turn your historical data into accurate forecasts and actionable business insights with a complete Forecasting & Predictive Analytics solution. This service combines Time Series Analysis, Statistical Modeling, Machine Learning, and AI to help businesses, researchers, and organizations predict future trends, optimize decisions, and reduce uncertainty. Whether you need sales, demand, revenue, inventory, price, financial, energy, customer, or operational forecasting, I develop tailored models using Python and R with rigorous validation, feature engineering, model comparison, and performance evaluation. Depending on your needs, the solution can include interactive dashboards, automated reporting, scenario analysis, confidence intervals, explainable predictions, and production-ready code. Deliverables include forecasting models, Python or R scripts, dashboards, technical documentation, and clear business recommendations designed to support data-driven decision making.
Machine Learning Tools
Apache Spark, Apache Spark MLlib, Azure Machine Learning, ChatGPT, Databricks Platform, Databricks MLflow, GitHub Copilot, Google Data Studio, Keras, Microsoft Excel, Microsoft Power BI, MLflow, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, R, SciPy, SQL, TensorFlow, Vertex AI, XGBoostWhat's included
| Service Tiers |
Starter
$50
|
Standard
$120
|
Advanced
$240
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 1 | 3 | 5 |
Number of Graphs/Charts | 5 | 10 | 20 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$30 - $80
Additional Revision
+$20
Additional Model Variation
(+ 1 Day)
+$25
Additional Scenario
(+ 1 Day)
+$20
Additional Graph/Chart
+$10
Model Validation/Testing
(+ 1 Day)
+$35
Model Documentation
(+ 1 Day)
+$30
Data Source Connectivity
(+ 1 Day)
+$40
Interactive Forecast Dashboard
(+ 3 Days)
+$80
Advanced ML Forecasting
(+ 2 Days)
+$80
Executive Forecast Report
(+ 1 Day)
+$40Frequently asked questions
About Sofiane
Data Scientist | Machine Learning | Python, R & Power BI Developer
Algiers, Algeria - 8:17 pm local time
Steps for completing your project
After purchasing the project, send requirements so Sofiane can start the project.
Delivery time starts when Sofiane receives requirements from you.
Sofiane works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements Review
Review your objectives, historical data, forecasting horizon, and expected deliverables.
Data Preparation & Exploratory Analysis
Clean, validate, and analyze the data while identifying trends, seasonality, and key patterns.