I will do machine learning projects using knn and k means in python

I will develop machine learning solutions using K-Nearest Neighbors (KNN) classification and K-Means clustering algorithms in Python.

I specialize in building efficient and accurate ML models using Scikit-learn and other Python libraries to solve real-world data problems.

What I Offer:

• KNN classification models for prediction tasks
• K-Means clustering for data segmentation
• Data preprocessing and cleaning
• Feature engineering
• Model training and evaluation
• Accuracy metrics (confusion matrix, precision, recall, etc.)
• Data visualization using Matplotlib/Seaborn
• Well-commented Python source code

Tools & Technologies:

• Python
• Scikit-learn
• Pandas
• NumPy
• Matplotlib / Seaborn

I Can Help With:

• Academic projects and assignments
• Machine learning coursework
• Business data analysis
• Customer segmentation problems
• Classification and clustering tasks

I focus on delivering high-quality, well-documented, and easy-to-understand code with proper explanations so you can learn from the project as well.

Feel free to contact me before placing an order to discuss your requirements.