
Advanced Certification in Data Analytics & Generative AI
- ✔Foundations of Programming Logic: Python fundamentals, OOP, data types, control structures, file handling, AI-assisted coding (4 weeks)
- ✔Python for Computational Thinking: Data structures, recursion, NumPy, Pandas, data wrangling, visualization, exploratory data analysis (4 weeks)
- ✔Data Management with SQL: Core SQL foundations, joins, data transformation, window functions, CTEs, SQL-Python integration, AI-powered optimization (4 weeks)
- ✔Visual Analytics & Dashboarding: Excel for data analysis, Tableau interactive dashboards, Power BI with PowerQuery, KPI dashboards, AI-enhanced analytics (4 weeks)
- ✔Fundamentals of Statistics: Descriptive statistics, central tendency, probability distributions, sampling, confidence intervals, hypothesis testing (2 weeks)
- ✔Machine Learning Fundamentals: Supervised and unsupervised learning basics, model validation, performance metrics, customer segmentation case study (2 weeks)
- ✔Generative AI: LLMs for data context, prompt engineering, GenAI for data tasks, synthetic data, AI agents, GenAI in data science pipelines (4 weeks)



















