I will build machine learning models with eda, preprocessing and evaluation in python

Vikas Khushwaha

India

I speak Hindi, English
I am a Machine Learning practitioner with hands-on experience in data preprocessing, exploratory data analysis (EDA), feature engineering, and building regression and classification models using Pytho...
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About this Gig

Hi

I am a Machine Learning practitioner with hands-on experience in data preprocessing, exploratory data analysis (EDA), feature engineering, and building regression & classification models using Python.

I help students, beginners, and early-stage projects by delivering clean, well-structured machine learning solutions with proper testing and evaluation.

My approach focuses on understanding the data, selecting meaningful features, testing models carefully, and improving performance using basic fine-tuning techniques.


What I Will Do:

Data preprocessing (missing values, encoding, scaling)

Exploratory Data Analysis (EDA) with visual insights

Feature engineering & feature selection

Regression & classification models

Model testing & evaluation (Accuracy, MAE, MSE, RMSE, R²)

Basic fine-tuning for better results

Clean Python code (Jupyter Notebook)

Clear explanation & documentation


Models I Work With:

  • Linear Regression
  • Logistic Regression
  • KNN
  • Decision Tree
  • Random Forest


Tools:

Python | Pandas | NumPy | Matplotlib | Seaborn | Scikit-learn


Please message me before placing an order to discuss your requirements clearly.

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