I will preprocess data and train ml models
About this Gig
I will help you clean your dataset and train machine learning models (classification or regression)
If you have a raw dataset and you're not sure how to prepare it for machine learning, I can handle everything from preprocessing to model training using Python (Pandas, NumPy, scikit-learn).
I will take care of:
Handling missing values
Encoding (Label or One-Hot)
Feature scaling (Standard)
Train-test split
Clean and commented code
For classification problems (like predicting Yes/No, Healthy/Sick, Spam/Not Spam):
Logistic Regression
K-Nearest Neighbors (KNN)
Decision Tree
Random Forest
Support Vector Machine (SVM)
For regression problems (like predicting price, age, salary):
Linear Regression
Decision Tree Regressor
Random Forest Regressor
Support Vector Regressor (SVR)
KNN Regressor
Ill give you a working model with proper evaluation like accuracy score, confusion matrix.
Programming language:
Python
•
Colab
Frameworks:
Scikit-learn
•
Panda
•
Other
APIs:
Google Cloud Vision API
Tools:
Jupyter Notebook
•
Colab

