AI Data Analyst Course & Curriculum

NCPL's hands-on AI Data Analyst training — full curriculum, real projects, certification prep, and job placement support. We train, mentor and place you.

Module 1: Data Foundation

Master SQL, data wrangling, and core analytics tools

  • SQL fundamentals and advanced queries
  • Data cleaning and preprocessing
  • Exploratory data analysis
  • Pandas and NumPy mastery
  • Data visualization basics
  • Statistical analysis
  • Python for data analytics

Module 2: Visualization Mastery

Learn Power BI, Tableau, and advanced visualization

  • Power BI fundamentals
  • Tableau desktop mastery
  • Qlik Sense basics
  • Dashboard design principles
  • Interactive visualizations
  • Storytelling with data
  • Advanced reporting

Module 3: AI & ML Integration

Explore machine learning, NLP, and LLM integration

  • ML fundamentals for analysts
  • Predictive analytics
  • Classification and regression
  • NLP and text analysis
  • LLM integration
  • Automated insights
  • AI-powered analytics

Module 4: Professional Practice

MLOps, ethics, automation, and industry best practices

  • MLOps for analysts
  • Data ethics and privacy
  • Automation workflows
  • Business intelligence
  • KPI development
  • Stakeholder communication
  • Career development