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Go from analyst to insight driven professional: advanced SQL, experimentation, cohort and forecasting analysis, and Generative AI over business data.
8 modules · 47 lessons
Advanced data wrangling with Python, advanced SQL for analysts, statistical analysis and experimentation, business analytics with cohorts and customer insight, time series analysis and forecasting, predictive analytics and applied machine learning, Generative AI for data analytics, and a capstone complete analytics product.
Level up from analyst to insight driven professional. This intermediate program from Ucanly takes practitioners with working knowledge of Python, Pandas, SQL, and basic statistics and visualization into advanced business analytics: reproducible pipelines, analytical SQL with window functions and CTEs, rigorous A/B testing and regression analysis, and cohort, funnel, and RFM based customer analytics. You will build time series forecasting systems with ARIMA and Prophet, apply predictive analytics for churn and demand modelling, and build embeddings, RAG systems, and text to SQL natural language analytics over your own business data. You will graduate having shipped a complete business analytics product with an automated pipeline, cohort and forecasting analysis, an executive dashboard, and an AI powered insight assistant.
Complete this course to earn a verified Ucanly certificate you can add to your profile, share on LinkedIn, and showcase to employers as proof of the skills you've built.
It is recommended, but working knowledge of Python, Pandas, SQL, and basic statistics and visualization is sufficient to start.
Yes, you will design and analyze a complete A/B test, covering sample size, power, confidence intervals, and regression based business insight.
You will build embeddings and vector search over business data, RAG systems on your own reports, text to SQL natural language analytics, and AI agents that analyze and explain data.
A complete business analytics product with an automated pipeline, cohort and forecasting analysis, an executive dashboard, and an AI powered insight assistant, mentored by Ucanly.