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Corporate Finance Institute
Regression Analysis - Fundamentals and Practical Applications

Overview

Regression Analysis – Fundamentals & Practical Applications

Linear regression analysis is critical for understanding and defining the strength of the relationship between variables. This analysis can be used to make predictions for a variable given the value of another known variable.

This course provides an overview of linear regression. You will learn how linear regression works, how to build effective linear regression models and how to use and interpret the information these models give us. In addition to the theory, we will perform linear regression on real data using both Excel and Python. The practical cases you will work through will be similar to those you might encounter in a business setting.

Regression Analysis learning objectives

Upon completing this course, you will be able to:

  • Describe linear regression and how it is used to make real-world predictions
  • Perform simple regression calculations in Excel and RegressIt
  • Create linear regression models in Python using both statsmodels and sklearn modules
  • Assess if conclusions are appropriate based on the implicit assumptions of linear regression
  • Evaluate a model using regression coefficients, p-values, and other metrics
  • Summarize advanced regression techniques and when to use them

 

Who should take this course?

Regression is the critical tool used for making inferences or predictions based on the relationships between variables. Whether you’re working as a business leader or data analyst, the theory and practical toolsets taught in this course will serve you throughout your career. No background in coding with Python is required for this course.

Common career paths for students who take the BIDA™ program are Business Intelligence, Asset Management, Data Analyst, Quantitative Analyst, and other finance careers.

Regression Analysis is an required course of CFI’s BIDA™ program

This course is part of CFI’s Business Intelligence & Data Analyst (BIDA)™ Program. This program covers all the basic, intermediate, and advanced topics about business intelligence and data analysis. The program also includes a number of case studies to allow students to practice skills and tasks on sample data. This program teaches the quantitative methods used in the finance and capital markets industry. It is ideal for students who want to learn how to analyze complex data. The program is completely online so you can take it at your own pace, from anywhere in the world.

Common career paths for students who take the BIDA™ program are Business Intelligence, Asset Management, Data Analyst, Quantitative Analyst, and other finance careers.

Students can sign up for updates and reserve a spot in the Business Intelligence & Data Analyst (BIDA)™ Program on the student dashboard.

Regression Analysis - Fundamentals and Practical Applications

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Level 4

Approx 6.5h to complete

100% online and self-paced

Subscribe to get access to BIDA and other programs

From $497/year

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What you'll learn

Lesson
Multimedia
Exams
Files
Course Summary

Become a certified Business Intelligence & Data Analyst (BIDA)™ Certification

Regression Analysis – Fundamentals and Practical Applications is part of the Business Intelligence & Data Analyst (BIDA)™ certification, which includes 20 courses.

Business Intelligence & Data Analyst (BIDA)™ Certification
  • Skills Learned Data visualization, data warehousing and transformation, data modeling and analysis
  • Career Prep Business intelligence analyst, data scientist, data visualization specialist

Path to certification

Prep courses

3 courses from beginner to intermediate level.

01 Optional

Core courses

13 courses from beginner to intermediate level.

02 Required

Elective courses

4 courses in advanced and intermediate levels.

03 Optional

Get certified

Submit your BIDA checklist and order your certificate.

04 Required

Join our community

Get access to the Global Corporate Finance Society.

05 Optional

How the certification works

Business Intelligence & Data Analyst (BIDA)™ courses are offered 100% online, allowing you the flexibility to start the Business Intelligence & Data Analyst (BIDA)™ program anytime and learn when it’s most convenient for you.

The program is a part of the All Access Subscription, which includes all programs and courses.

CFI courses are designed by instructors with over 21 years of financial analyst training experience.

Students must complete all core and elective courses (17 in total) and demonstrate mastery of the topics through successful completion of course materials, quizzes, and assessments.
Within 48 hours of program completion, your Blockchain Verified (BIDA)™ Certification will be emailed to you.

Frequently asked questions

Can I download the Excel files and financial modeling templates for the course?
Absolutely! All the files and templates needed in a course are available for download. Just look for a module that shows Downloadable Files within the course dashboard. See here for a visual guide on how to do this.
How long do I have to complete the courses?
Depending on your enrollment type, you will either have two years, yearly, or monthly access to your courses. All the courses are self-paced as well so you can take your time in learning without worrying about any deadlines. Click here to compare our available enrollment options.
Are CFI courses officially accredited?
CFI is accredited by the Better Business Bureau® (BBB) to maintain training standards, and by the CPA Institutions in Canada, and the National Association of State Boards of Accountancy (NASBA) in the USA. Most of our courses qualify for verified CPE credits for CPA charter holders. Please refer to this page to view all available CPE credits.
Are there any additional fees or costs?
No! The bundle price includes everything and there are no additional fees or charges to earn your digital certification. You can see our enrollment fees listed here.
What currency are your courses priced in?
All our online courses are priced in USD. We accept debit/credit cards (Visa, Mastercard, Amex), PayPal, and wire transfers for one-time course payments. If you wish to proceed with a wire transfer from your bank, please see instructions here.
How do I earn my certificates?
Students must complete all the video lessons, quizzes, and final assessments in each course. You can retake the assessments as many times as necessary until you reach an 80% passing grade. For more information on how to earn a course certificate, click HERE.
Will these courses help me advance my career?
Based on hundreds of reviews from thousands of students we know how CFI courses have helped so many people advance their finance careers. Our courses are designed to be extremely practical and simulate the experience of being trained as a professional financial analyst…the ultimate way to advance your career. For real-world examples and help delve even deeper into the course concepts, please look into our free career resources library.
Can I email the instructor if I have questions?
While the courses are designed mainly for self-study, we are happy to provide email assistance for general or technical support inquiries. The Full Immersion bundles include a premium email support function which allows you to communicate directly with in-house experts regarding course content. This is one of the key features that sets the Full Immersion bundle apart and makes it a worthwhile upgrade over the more affordable self-study bundle. You can compare more features in our bundles here.
What is the price of the subscription?
All Access Subscription is priced for $497 per year as Self-Study plan or $897 per year as Full Immersion plan.
What is included in the subscription?
All Access Subscription includes all courses from Financial Modeling & Valuation Analyst (FMVA)® Certification, Commercial Banking & Credit Analyst (CBCA)™ Certification, Capital Markets & Securities Analyst (CMSA)® Certification, Business Intelligence & Data Analyst (BIDA)™ Certification, Commercial Real Estate Finance Specialization and Environmental, Social & Governance (ESG) Specialization.
More Questions?
Please Email us and we'll be happy to answer any of your questions!
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