Assessfy Pvt. Ltd Moderate 1 milestones

Prediction of Water Quality Using Machine Learning Algorithm

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

Enroll as Student Mentor this project

Milestones

Available mentors

Enrolled students

Core skills

About this project

Prediction of Water Quality Using Machine Learning Algorithm

Objective: Build a machine learning model to predict water quality based on environmental data.

Context: Water pollution is a major concern in India, affecting health and agriculture. Predicting water quality helps authorities and communities take timely action to ensure safe water supply.

What you'll build: You'll preprocess and clean water quality datasets using Python (Pandas, NumPy), then apply machine learning algorithms (classification or regression) with Scikit-learn to predict water quality indicators. Data visualization with Matplotlib and optional deployment via Streamlit will help interpret and share results.

Deliverables: Predictive model, cleaned dataset, codebase, visualizations, and a summary report of findings.

Milestones

Submit a clear problem statement outlining the specific water quality parameters you will predict, the geographic or dataset scope, and the intended use of your predictions. Provide a brief justification for the chosen focus. 'Done' means your statement is precise, relevant, and directly tied to available data sources.

Open internships using this project -->

Upcoming sessions

Session	Window	Enrolled
Prediction of Water Quality Using Machine Learning Algorithm	11 Jun 2026 to 10 Jun 2028	0

Skills you'll learn

Data Preprocessing & CleaningMachine Learning (Classification/Regression)Data VisualizationPython Programming

Tools used

Python Scikit-learnPandasNumPyMatplotlib Jupyter Notebook CSV or real-time sensor data Streamlit (for UIoptional)

Prerequisites

Basic knowledge of ML algorithms Python and libraries like PandasScikit-learn Understanding of environmental science concepts

Available mentors

Priyang Kumar

Free

You'll earn — Certificate (PDF)

AICTE-aligned Project Completion Certificate

A formal, audit-ready PDF certificate issued by Assessfy + your institute on successful completion. Includes AICTE credit hours, your evaluator's signature, and a QR code for third-party verification.

AICTE-aligned

Certificate of Project Completion

This is to certify that

has successfully completed the project

Prediction of Water Quality Using Machine Learning Algorithm

Scan to Verify

Date

Signature

Auto-issued on completion QR-verifiable

You'll earn — Digital Badge

Shareable LinkedIn / Resume Skill Badge

A compact, verifiable Open-Badges-2.0-compliant digital credential. Add to your LinkedIn profile, GitHub README, or resume in one click. Recruiters can validate authenticity via a unique URL.

Moderate

Prediction of Water Quality Using Mac…

Assessfy

Auto-issued on completion One-click LinkedIn add