You will get Item based Recommendation System using KNN


Project details
You will get a complete functional Recommendation model, which will help you select the combinations of the items that you want to be recommending to the users for the upselling, cross-selling opportunities missed by you. This model will provide you with more clarity on the hold of your products or services that are being purchased simultaneously or concurrently. The use cases may be vibrant and catered to their full potential by me.
Machine Learning Tools
Microsoft Excel, NumPy, pandas, Python, Python Scikit-Learn, scikit-learnWhat's included
| Service Tiers |
Starter
$1,000
|
Standard
$2,000
|
Advanced
$2,800
|
|---|---|---|---|
| Delivery Time | 30 days | 55 days | 70 days |
Number of Revisions | 2 | 3 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 1 | ||
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$1,250 - $3,500
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EK
Eric K.
Jun 13, 2025
Talent Store: Math Experts - Training AI Models (SCA022)
HT
Henrynol T.
May 4, 2025
Data Science Project: Analysis and Model Development
TW
T W.
Sep 26, 2024
Abstract reasoning professional | Logic, problem solving
A pleasure working with you :)
FL
Filemon L.
May 5, 2024
Talent Store: Math Experts - Training AI Models (SCA022)
About Aaditya
Analytics Consultant | Revenue, Forecasting & AI Automation
100%
Job Success
Vadodara, India - 3:19 pm local time
My work focuses on business analytics, revenue insights, and forecasting models that turn scattered data into clear, actionable direction for leadership. I don’t just build dashboards — I explain what the numbers mean and how they should influence decisions.
What I typically help with:
Executive dashboards for leadership (Power BI / Tableau)
Revenue, churn, and cohort analysis
Forecasting & business planning models
KPI tracking and performance insights
Multi-source data analysis using Python, SQL, and BI tools
I approach projects like a consulting partner, not a task executor. That means understanding the business context first, defining the right metrics, and delivering insights that teams can actually use.
I work with clean structure, clear assumptions, and proper documentation — so the outputs remain useful even after the project ends.
If you’re looking for clarity, not just charts, I’d be happy to discuss your problem.
Steps for completing your project
After purchasing the project, send requirements so Aaditya can start the project.
Delivery time starts when Aaditya receives requirements from you.
Aaditya works on your project following the steps below.
Revisions may occur after the delivery date.
Understanding Domain
Understand the domain thoroughly for more accurate decision-making in model building.
Model Building
Start building the model with suitable attributes and considerations for the perfect fit model.