Projects and tasks completed during my internship. Data Science Internship – Unified Mentor (Remote, 2024)
This repository contains all the projects, tasks, and reports completed during my 3-month Data Science Internship at Unified Mentor. The internship was focused on real-world applications of data science and analytics, enhancing both technical and problem-solving skills.
- Duration: 3 Months (Remote)
- Tools & Technologies: Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, Excel, Power BI
- Topics Covered:
- Data Collection and Cleaning
- Exploratory Data Analysis (EDA)
- Data Visualization
- Machine Learning (Supervised & Unsupervised)
- Model Evaluation
- Dashboards & Reporting
- Deployment Basics
- Cleaned and analyzed a large open dataset of clinical trials
- Performed statistical summarization, visualized insights using bar plots and histograms
- Analyzed app ratings, categories, installs, and price patterns
- Built visual dashboards using Excel and Power BI
- Cleaned missing data
- Generated visualizations for genre distribution, release years, etc.
- Built a rule-based + ML-integrated chatbot using NLTK and TensorFlow
- Explored a sensitive healthcare dataset
- Applied ML models to predict and visualize outcomes
---etc
- Data Cleaning & Preprocessing
- EDA using Pandas, Matplotlib, Seaborn
- Machine Learning with Scikit-learn
- Model Training and Evaluation
- Dashboard Building in Excel/Power BI
- Git & GitHub for Version Control
- Internship Certificate and performance-based feedback awarded by Unified Mentor.
Rozina Mohsin Pathan
Aspiring Data Analyst | Educator Turned Data Enthusiast
📫 Email: rozina8617@gmail.com
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📁 Portfolio: More projects coming soon!