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)
  • Web scraping (scarpy python)
  • data collection & management

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