📊 Advanced Data Science
Advanced Data Science – Python for AI

Professional training in Data Handling, Feature Engineering & AI-Ready Pipelines.

⏳ 3.5 Months
🎓 Advanced Level
💻 100% Practical
AI & ML Ready
Real Datasets
Govt Certificate
Capstone Project

Course Syllabus

Module 1: Professional Python

  • Advanced Python
  • APIs & Web Scraping
  • Exception Handling

Module 2: Data Acquisition

  • Excel, SQL, APIs
  • MySQL & MongoDB
  • Pandas Pipelines

Module 3: Feature Engineering

  • PCA
  • Outlier Detection
  • Scaling & Encoding

Module 4: EDA & Visualization

  • Statistics
  • Plotly & Seaborn
  • Data Storytelling

Module 5: ML Data Prep

  • Train/Test Split
  • SMOTE
  • Feature Selection

Module 6: Capstone Project

  • Industry Dataset
  • End-to-End Pipeline
  • Final Certificate

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