Introducing...
40+ Lessons, 10+ Exercises, 3+ hours of video lessons
To Help you Master Data Analytics...
HERE’S JUST SOME OF WHAT YOU’LL GET IN THIS COURSE
The Fundamentals of Statistics (5 video lessons)
In this module, we use 5 video lessons to explore the fundamentals of statistics that will set the foundation for the more advanced concepts we will learn in this course. We wrap up this module by reviewing the ultimate goal of statistics: to predict outcomes.
Descriptive Statistics (7 video lessons, 2 exercises)
In this module, we use 7 video lessons to dive into the fundamental basics of descriptive statistics by exploring Mean, Median, and Mode as well as creating Histograms. This module also includes 2 step-by-step exercises with solutions that will test your knowledge so far...
Variance & Standard Deviation (4 video lessons, 2 exercises)
In this module, we use 4 video lessons to dive deeper into more advanced descriptive statistics by learning how Variance and Standard Deviation can be used to analyze histograms and data spread. We wrap up this module by exploring how we can compare different data set spreads using the Coefficient of Variation.
Inferential Statistics (5 video lessons, 1 exercise)
In this module, we use 5 video lessons to explore Inferential Statistics and learn about probability distributions, the Central Limit Theorem, and so on. This module also includes an exercise with walkthrough solutions to help you understand exactly how to apply these concepts in Excel.
Making Estimates (3 video lessons, 2 exercises)
In this module, we use 3 video lessons to apply what we have learned about inferential and descriptive statistics to create a confidence interval estimate. We wrap up this module with a step-by-step exercise with solutions to help you apply these concepts to a real-world dataset.
Regression Analysis (7 video lessons, 3 exercises)
In this module, we use 7 video lessons to learn how we can use regression analysis and correlation to find linear trends that will allow us to make predictions. This module also includes 3 exercises with aggressive benchmarking and video solutions to make sure you don't move on until you have true mastery.
Excel Regression Analysis (8 lessons, 1 exercise)
In this module, we use 8 video lessons to help explain best practices of regression analysis in Excel. This module also includes an exercise with walkthrough solutions to take you through the process step-by-step.
WSO Stats for Data Analytics Course - Video Preview
Course Summary - Table of Contents
Below you will find a list of the modules and lessons included in this course.
- Stats Intro (2Min)
- Intro to the Course (5Min)
- Descriptive vs. Inferential Stats (3Min)
- Population vs. Samples (2Min)
- Categorical vs. Numerical Data (2Min)
- Ways to Visually Show your Data (6min)
- The Ultimate Goal of Statistics (3Min)
- Mean - Average (4Min)
- Median (2Min)
- Mode (1Min)
- Applying the Mean, Median, Mode (4Min)
- Understanding and Creating Histograms (8Min)
- Understanding and Creating Histograms II (4Min)
- Skewness in our Histogram (5Min)
- Intro to Variance (4Min)
- Intro to Standard Deviation (6Min)
- Applying Standard Deviation (6Min)
- Coefficient of Variation (5Min)
- Probability Distribution (5Min)
- The Normal Distribution (6Min)
- Simple Explanation of the Central Limit Theorem (6Min)
- Proving out the Central Limit Theorem (4Min)
- Intro to Estimates (5Min)
- Calculating a Confidence Interval Estimate (8Min)
- Applying Confidence Interval Estimates (8Min)
- What is a Regression Analysis (5Min)
- Understanding and Creating Scatter Plots (7Min)
- Correlation and Causation (6Min)
- Applying Correlation (3Min)
- Understanding the Correlation Number (3Min)
- Creating a Line of Best Fit - trendline (5Min)
- The Equation of the Line (7Min)
- Setting up Excel for Regression (3Min)
- Creating our First Regression (3Min)
- Understanding Regression Statistics (3Min)
- Understanding R Square (3Min)
- Understanding P-Values (7Min)
- Understanding the Final Regression Output (6Min)
- Tying it All Together (5Min)
- Creating a Confidence Interval Estimate (6Min)
- Conclusion (3Min)
- Stats Outro (2Min)
Our students have landed and thrived at positions across all top Wall Street firms, including:
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Hear from a few of our 57,000+ students...
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Get the Stats for Data Analytics Course Certification
After completing the course, all students will be granted the WSO Stats for Data Analytics Course Certification. Use this certificate as a signal to employers that you have the technical Statistics skills to immediately add value to your team.
Demonstrate that you have put in the work outside of university courses to make yourself more efficient and master the most critical program for success in finance careers. Easily share to LinkedIn and other social media sites to highlight your skills and strengthen your profile as a candidate.
How Much is Your
Finance Career Worth?
What You Get |
Value |
---|---|
WSO Stats for Data Analytics Course 40+ video lessons across 9 Modules taught by an expert Big 4 Auditor with a CPA... |
$500 |
11 Interactive Exercises Gain realistic practice drilling the concepts taught in the course so that you can apply them in the real world. |
$450 |
24 Months of Unlimited Elite Support from Actual Finance Pros Have a technical question? Easily drop a comment into any lesson and get a response from a pro within 48hrs. |
$300 |
6 Months of FREE Access to Macabacus Full access to this Excel plug-in that makes financial modeling even easier, including tools for PowerPoint and Word. |
$120 |
TOTAL VALUE |
$1,370 |
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