SQL Skills Lab

Write production-grade SQL queries inspired by real-world systems used by Amazon, Netflix, OYO, IRCTC, Truecaller, and Urban Company Design and manage relational databases through industry-inspired business scenarios and operational datasets Solve real-world analytical problems such as Netflix watch analytics, Amazon delivery systems, IRCTC booking reports, and spam detection workflows Apply enterprise-level database optimization techniques including indexing, normalization, query tuning, and scalable backend architecture Build professional dashboards, SQL reporting systems, and Python-powered business analytics workflows Develop industry-ready projects aligned with Data Analyst, SQL Developer, Business Intelligence, and Backend Engineering roles

Data Analytics With Python Launchpad

Master SQL and Python together as a combined analytics workflow — the exact combination used by data analysts at banks, e-commerce companies, startups, and consulting firms across India Write professional SQL queries from basic SELECT statements all the way to window functions, CTEs, complex joins, and business KPI calculations that answer real business questions Use Python and Pandas to clean messy real-world datasets, perform exploratory data analysis, find patterns and outliers, and extract insights that drive actual decisions Build visual dashboards and automated reports using Matplotlib and Seaborn and present data findings the way a professional analyst presents to a business team Develop 5 hands-on projects including a Customer Behavior Analysis, a Retail Dashboard, a Business KPI Report, and a full End-to-End Analytics Pipeline using both SQL and Python Walk into any data analyst interview with two verified tools on your resume, a portfolio of real projects, and the ability to handle the complete analytics workflow from raw data to business insight