Learn how to analyze financial datasets using statistical tools and Excel-based analytical techniques to identify trends, evaluate market data, and support data-driven financial decisions. Master practical financial analytics skills used by analysts and finance professionals.
This course provides a hands-on introduction to statistical analysis for financial data using spreadsheet tools and real-world market examples. You’ll learn how to calculate and interpret key statistical measures such as mean, trimmed mean, geometric mean, mode, maximum and minimum values, and standard deviation to evaluate financial performance and data variability.
Throughout the course, you’ll apply practical spreadsheet functions including SUMPRODUCT, SUMIF, exponential, logarithmic, and absolute value calculations to analyze financial datasets effectively. You’ll also learn how to rank stock returns, apply threshold-based filtering, and compare financial data across stock exchanges such as BSE and NSE to identify meaningful patterns and market insights.
What makes this course unique is its practical, spreadsheet-driven approach that combines statistical reasoning with real financial data analysis. Instead of focusing only on theory, learners gain hands-on experience applying quantitative methods directly to financial datasets.
By the end of the course, you’ll be able to confidently analyze financial data, interpret statistical results, apply advanced spreadsheet functions, and make informed financial decisions using quantitative analysis techniques.
This module introduces fundamental statistical concepts used in financial data analysis. Learners explore essential measures of central tendency and dispersion, including mean, trimmed mean, geometric mean, mode, maximum and minimum values, and standard deviation. Through practical Excel-based examples, the module builds foundational skills for interpreting financial datasets and understanding how statistical tools support financial decision-making.
涵盖的内容
6个视频4个作业
显示有关单元内容的信息
6个视频•总计42分钟
Introduction to Statistical Tool•6分钟
Trimmed Mean•6分钟
Geometric Mean•6分钟
What is Mode•7分钟
Max and Min Value•5分钟
Standard Deviation•12分钟
4个作业•总计60分钟
Introduction to Statistical Concepts•10分钟
Understanding Central Tendency•10分钟
Measuring Data Range and Volatility•10分钟
Foundations of Statistical Analysis for Financial Data•30分钟
Applying Statistical Tools in Financial Analysis
第 2 单元•小时 后完成
单元详情
This module focuses on applying statistical and mathematical functions to real financial datasets using spreadsheet tools. Learners practice working with advanced Excel functions such as SUMPRODUCT, SUMIF, exponential, absolute, and logarithmic calculations. The module also demonstrates how to rank financial data, apply threshold filtering, and compare stock market datasets such as BSE and NSE to extract meaningful financial insights.
涵盖的内容
6个视频4个作业
显示有关单元内容的信息
6个视频•总计55分钟
Sum Product and Sum If•5分钟
Exponential Absolute and Log•7分钟
Calculating Averages in Financial Data•11分钟
Ranking Stock Returns in Excel•11分钟
Threshold Filtering and Data Ranking•11分钟
Comparing BSE and NSE Data Sets•11分钟
4个作业•总计60分钟
Excel Functions for Financial Calculations•10分钟
Analyzing and Ranking Financial Data•10分钟
Advanced Financial Data Filtering and Comparison•10分钟
Applying Statistical Tools in Financial Analysis•30分钟
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