Skills
Programming & Core
- Python
- SQL
- Git & GitHub
- Linux (Basics)
- REST APIs
Data Analysis
- Pandas
- NumPy
- Data Cleaning & Preprocessing
- Exploratory Data Analysis (EDA)
- Feature Engineering
- Statistical Analysis
- Microsoft Excel (Advanced)
- Power BI
- Power Point (Presentation Skills)
Data Science & Machine Learning
- Scikit-learn
- Supervised & Unsupervised Learning
- Model Evaluation & Validation
- NLP
- Transformers (Hugging Face)
- Text Vectorization (TF-IDF, Embeddings)
Data Visualization
- Matplotlib
- Seaborn
- Power BI
- Dashboarding Concepts
Databases
- MySQL
- PostgreSQL (Basic)
- Schema Design
- Data Validation
Tools & Deployment
- Flask
- Render / Railway
- API Integration
- Rate Limiting & Security Basics
- Memory Optimization