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English
$
USD
I will do k means, dbscan, hierarchical clustering, eda, pca and data analysis
Data Scientist and Full Stack Developer
I’m a Data Scientist with around 5 years of hands-on experience working on machine learning, deep learning, computer vision, AI systems, and chatbot development. I hold a background in Computer Scienc...
About this Gig
Looking to understand your data and uncover meaningful patterns with Machine Learning?
I'll handle complete preprocessing, EDA, clustering, and classification to give you clear insights and reliable models. Whether you need customer segmentation, pattern detection, or predictive modeling, I'll deliver clean analysis and practical results.
What I Offer:
- Clustering (K-Means, Hierarchical, DBSCAN)
- PCA for dimensionality reduction
- Classification (KNN, SVM)
- Full preprocessing & exploratory analysis
- Visualizations of patterns and clusters
- Performance evaluation & insights
- Clean, reproducible Python code
Why Work with Me:
- Strong Data Science & ML background
- Expertise in clustering, classification & feature engineering
- Clear, optimized workflow with fast delivery
- Honest guidance tailored to your dataset
Message me before ordering so I can review your data and recommend the best approach.
Technology:
Apache Hadoop
•
Java
•
MATLAB
•
Python
•
R
•
SQL
My Portfolio
FAQ
What data do you need to get started?
You can provide your dataset in CSV, Excel, or JSON format. If your data is unclean, I can handle preprocessing as well.
Which clustering algorithms do you use?
I use K-Means, Hierarchical Clustering, and DBSCAN. I choose the best method based on your dataset and objectives.
Do you perform dimensionality reduction?
Yes, I offer PCA to reduce dimensions, visualize clusters, and improve performance.
Can you build classification models too?
Absolutely. I can build and evaluate KNN and SVM models depending on your requirements.
Will I get visualizations?
Yes—cluster plots, PCA visuals, correlation heatmaps, pairplots, and more (depending on your package).
Can you work with messy or incomplete data?
Yes, I handle missing values, outliers, encoding, scaling, and full preprocessing.
Will you explain the results to me?
Of course. I provide clear insights, interpretations, and recommendations based on the findings.
Do you provide the code?
Yes, you'll receive clean, organized, and well-commented Python code (Jupyter Notebook or .py file).
Can you help me choose the right algorithm?
Yes—share your goal, and I’ll guide you to the best clustering or classification approach.
How do you ensure data privacy and security?
Your data is handled with strict confidentiality. I never share, reuse, or store your files beyond the project. Everything stays secure and is deleted immediately after delivery upon request.
