Duration: 15 June 2024 – 15 July 2024 (Remote Internship)
Overview
This internship at EtrinIndia focused on Machine Learning with Python. I was trained in core ML concepts and algorithms and gained hands-on experience through project development and real-world datasets.
Roles & Responsibilities
- Understood the complete ML pipeline including data preprocessing, model selection, training, and evaluation.
- Implemented classification algorithms such as Decision Trees, SVM, and Logistic Regression.
- Worked with supervised and unsupervised learning techniques in Python.
- Built a full ML project from scratch using real-world customer data.
Technologies & Tools
- Python
- Scikit-learn, Pandas, NumPy, Matplotlib
- Jupyter Notebook
Project: Customer Satisfaction Analysis
The capstone project involved analyzing customer feedback data to predict satisfaction levels using various machine learning models. The final model achieved a high accuracy and provided actionable insights for improving service quality.
Skills Gained
- Machine Learning concepts and application
- Python programming for ML
- Data visualization and model evaluation
- Project development lifecycle in ML
View Certificate
