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English
$
USD
I will build a machine learning sales forecasting model
AI AND ML
I build machine learning models and data pipelines using Python,
My work includes cleaning and preparing raw data, training predictive models, and building LLM-powered agents that automate real tasks...
About this Gig
Turn your business data into reliable sales forecasts.
Want to forecast future sales, customer demand or product quantities using machine learning?
I will create a professional forecasting model on your data that will help you make smarter business decisions with data-driven predictions.
What I provide:
Data cleaning and preparation
Feature engineering Machine Learning forecasting model Model evaluation with proper regression metrics Forecast visualization (Actual vs Predicted) Model optimization (Standard & Premium) Multiple model comparison (Premium) Full ML pipeline (Premium) Clean Python source code (Premium)
Why me?
Emphasis on forecasting and predictive analytics
Clean, well-designed Python code
Careful preprocessing of data before modeling
Transparent assessment with performance indicators
Very straightforward communication throughout the project.
Best for:
Sales Forecasts
Demand forecasting
Planning inventory
Business analytics
Analysis of retail data
Projects for time series prediction
Please message me before ordering so we can discuss your dataset and project needs to get the best solution.
Expertise:
Feature learning
•
Predictive analysis
Programming language:
Python
Frameworks:
Scikit-learn
•
Panda
Tools:
Jupyter Notebook
•
Excel
My Portfolio
FAQ
What data do you need to start?
Generally I require your dataset in CSV, Excel, etc format. Add a short description of each column and you goal for forecasting. The cleaner and more complete the data, the better the outcomes.
Can you guarantee prediction accuracy?
No. Machine learning algorithms cannot guarantee a certain accuracy. Their performance depends on the quality, quantity and consistency of your data. I will test the model by relevant regression metrics and provide the best solution to your data set.
Which forecasting algorithms do you use?
You depend on your dataset, the algorithm. I selected the appropriate regression models and the best one for your forecasting task
Do you work with confidential business data?
Yes. Your data will be kept private and will be used solely for the purpose of completing your project.
Should I contact you before placing an order?
Yes, please. Each dataset is unique. Contact Me First Let’s talk about what you need and find the right package for you.
