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Top 100 Mathematics & Statistics Interview Questions for Business Analysts (12 LPA Ready) Part 3: Forecasting, Business Applications & Case-Based Math for Analysts
Introduction This final section focuses on forecasting, applied business mathematics, and real-world problem-solving , where companies expect Business Analysts to use math and statistics to drive decisions. For roles offering ₹12 LPA and above, employers test not just formulas — but your ability to interpret numbers in business contexts like sales forecasting, ROI analysis, and KPI tracking. Each question below is designed to strengthen your logical thinking, improve your co

IOTA ACADEMY
Oct 177 min read


Top 100 Excel & Google Sheets Interview Questions and Answers — The Complete Guide for Aspiring Business Analysts
Introduction Microsoft Excel and Google Sheets are two of the most essential tools for any Business Analyst. From data cleaning and organization to complex analysis and visualization, these tools form the foundation of analytical decision-making in every modern organization. Recruiters hiring for Business Analyst roles — especially at premium packages like 12 LPA — expect candidates to be proficient not only in using basic formulas but also in applying advanced functions, piv

IOTA ACADEMY
Oct 1611 min read


Top 100 SQL, MySQL, SQL Server, PostgreSQL, and MongoDB Interview Questions & Answers — A Complete Guide for Aspiring Business Analysts (12 LPA Ready)
In the world of business analytics, data is the foundation of every decision — and SQL remains the most essential skill for anyone aspiring to become a Business Analyst. Whether you’re working with structured databases like MySQL, SQL Server, or PostgreSQL , or unstructured systems like MongoDB , the ability to extract, clean, and analyze data efficiently is what differentiates a good analyst from a great one. This comprehensive guide — “Top 100 SQL, MySQL, SQL Server, Postgr

IOTA ACADEMY
Oct 1513 min read


Unlocking Data Insights: A Comprehensive Guide to Window Functions in SQL
Learn how to use SQL Window Functions like ROW_NUMBER(), RANK(), LAG(), and SUM() OVER() to analyze data efficiently. Master SQL analytics and elevate your data skills. Introduction SQL is the cornerstone of data analysis and manipulation. While most users are familiar with SELECT, WHERE, and GROUP BY, few explore one of SQL’s most powerful and often underutilized features - Window Functions . If you've ever struggled to calculate rolling averages, rank items within groups, o

IOTA ACADEMY
Oct 155 min read


Understanding Cardinality and Normalization in Databases
In the world of databases, managing and organizing data efficiently is crucial. Two fundamental concepts that play a significant role in...

IOTA ACADEMY
Jun 6, 20243 min read


Top IT Training Institutes In Indore In 2024
In today's fast-paced digital world, acquiring the right IT skills is essential for career growth and staying relevant in the job market....

IOTA ACADEMY
Apr 13, 20243 min read


Use Python in Power BI : A Comprehensive Tutorial For Data Analytics and Data Science
In the ever-evolving landscape of data analytics and visualization, Power BI has emerged as a go-to tool for professionals seeking...

IOTA ACADEMY
Mar 13, 202410 min read


Use MySQL with Python: The Ultimate Combo for Data Analysts and Data Scientists
How to connect Python and MySQL easily and do data analysis.

IOTA ACADEMY
Jan 19, 20236 min read
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