Crunching Numbers with Python & ML

Python Data Analysis & Machine Learning Project

Description:
Hi, I need a freelancer to help with a data analysis and machine learning project. The project includes:

Data Cleaning & Preprocessing:

Handle missing values, remove duplicates, encode categorical data.

Prepare the dataset for analysis and ML model training.

Data Analysis & Visualization:

Analyze the dataset to identify trends, patterns, and insights.

Create visualizations using Python libraries (Pandas, Matplotlib, Seaborn).

Machine Learning Model Development:

Build and train a supervised learning model (KNN, classification, or regression).

Evaluate the model performance using metrics like accuracy, precision, recall.

Documentation & Report:

Provide a brief report of the analysis, model results, and recommendations.

Include the final cleaned dataset and the trained model files.

Requirements for Freelancer:

Strong experience in Python, data analysis, and machine learning.

Familiarity with Scikit-learn, Pandas, NumPy, and data visualization tools.

Ability to deliver clean, well-documented code and reports.

Deliverables:

Cleaned and preprocessed dataset.

Python scripts or Jupyter Notebooks with analysis and model.

Visualizations and charts.

Short report summarizing results and insights.

Timeline: 5–7 days from project start.

Budget: $50–$100 depending on project complexity.