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Moses Gummadi
This Guided Project 'Financial Analytics in RStudio: Identify Profit Drivers' is for Supply Chain and/or Operations Analysts. In this 2-hour long project-based course, you will learn how to determine operational & financial performance, calculate Operating Margin (OM), and plot OM waterfall chart showing OM variance drivers.
Register for this course and see more details by visiting:
OpenCourser.com/course/q06bik/financial
What's inside
Syllabus
Project Overview
Welcome to "Financial Analytics in RStudio: Identify Profit Drivers". This is a project-based course which should take under 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will learn how to determine operational & financial performance, calculate Operating Margin (OM), and plot OM waterfall chart showing OM variance drivers.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Course includes hands-on labs and materials which experts recommend for improving retention and skill development
Structured for advanced learners who have a good understanding of supply chain and operations analysis and who want to develop or further enhance their skills in financial performance analysis
Taught by recognized experts in the field of financial analysis and operations leadership
Focus on operational and financial performance, a foundational skillset in supply chain and operations management
Provides opportunities for learners to engage with materials in a variety of formats, keeping learning interesting and promoting multiple learning styles
Save this course
Save Financial Analytics in RStudio: Identify Profit Drivers to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Financial Analytics in RStudio: Identify Profit Drivers with these
activities:
Review basic accounting concepts
Show steps
Having a strong foundation in accounting will help you understand the financial concepts covered in this course.
Browse courses on
Accounting
Show steps
-
Read a book or article on basic accounting concepts
-
Complete a few practice exercises on accounting
Review RStudio basics
Show steps
RStudio is the main software we will use in this course, so it's important to have a solid understanding of its basics.
Browse courses on
RStudio
Show steps
-
Watch a tutorial on RStudio basics
-
Complete a few practice exercises in RStudio
Review Business Analysis for Decision Making
Show steps
Review basic principles and techniques from Financial Analytics in RStudio by understanding business processes and their decision-making.
View
Business Analytics
on Amazon
Show steps
-
Read chapters 1-4 of the book.
-
Take notes on key concepts and definitions.
-
Complete the practice exercises at the end of each chapter.
11 other activities
Expand to see all activities and additional details
Show all 14 activities
Complete additional RStudio tutorials
Show steps
There are several free RStudio tutorials available online, which can provide you with additional practice and help you learn more advanced techniques.
Show steps
-
Find an RStudio tutorial that covers a topic you're interested in
-
Follow the tutorial and complete the exercises
Follow online tutorials on RStudio for financial analysis
Show steps
Enhance your proficiency in RStudio and financial analysis techniques through guided instructions.
Browse courses on
RStudio
Show steps
-
Find online tutorials on RStudio for financial analysis.
-
Follow the tutorials step-by-step.
-
Complete the practice exercises provided in the tutorials.
Join a study group or online forum for Financial Analytics in RStudio
Show steps
Connect with peers and engage in discussions to enhance your understanding of the course material.
Browse courses on
Financial Analysis
Show steps
-
Find a study group or online forum for Financial Analytics in RStudio.
-
Participate in discussions and ask questions to clarify concepts.
-
Share your knowledge and insights with other members of the group.
Participate in a peer study group
Show steps
Peer study groups can be a great way to learn from others, share ideas, and test your understanding of the course material.
Show steps
-
Find a group of peers who are also taking the course
-
Meet regularly to discuss the course material
Solve practice problems on financial analysis
Show steps
Reinforce your understanding of financial analysis concepts by solving practice problems.
Browse courses on
Financial Analysis
Show steps
-
Find practice problems on financial analysis.
-
Solve the problems using the concepts and techniques learned in Financial Analytics in RStudio.
-
Check your answers against the provided solutions.
Solve financial operations problems
Show steps
Practicing financial operations problems will help you solidify your understanding of the concepts covered in this course.
Show steps
-
Find a set of financial operations problems to solve
-
Work through the problems step-by-step
-
Check your answers against the provided solutions
Create a financial analysis report on a real-world company
Show steps
Apply the concepts and techniques learned in Financial Analytics in RStudio to a real-world scenario.
Browse courses on
Financial Analysis
Show steps
-
Choose a company to analyze.
-
Gather financial data from the company's website and other sources.
-
Build a financial model using RStudio.
-
Analyze the company's financial performance.
-
Write a report summarizing your findings.
Attend workshops on financial analysis or RStudio
Show steps
Gain hands-on experience and learn from industry experts in the field of financial analysis.
Browse courses on
Financial Analysis
Show steps
-
Find workshops on financial analysis or RStudio.
-
Attend the workshops and participate actively in the exercises.
-
Network with professionals in the field.
Start a personal finance project
Show steps
Starting a personal finance project will give you a chance to apply the concepts you've learned in this course to your own life.
Show steps
-
Choose a personal finance goal
-
Develop a plan to reach your goal
-
Track your progress and make adjustments as needed
Create a summary of the course
Show steps
Creating a summary of the course will help you synthesize the material and identify the key concepts.
Show steps
-
Go through the course materials and identify the key concepts
-
Write a summary of each key concept
-
Combine your summaries into a single document
Build a financial model in RStudio
Show steps
Building a financial model in RStudio will give you a chance to apply the skills you've learned in this course to a real-world problem.
Show steps
-
Choose a financial problem to model
-
Gather the necessary data
-
Build the model in RStudio
-
Validate and test the model
Review basic accounting concepts
Show steps
Having a strong foundation in accounting will help you understand the financial concepts covered in this course.
Browse courses on
Accounting
Show steps
Show steps
Show steps
- Read a book or article on basic accounting concepts
- Complete a few practice exercises on accounting
Review RStudio basics
Show steps
RStudio is the main software we will use in this course, so it's important to have a solid understanding of its basics.
Browse courses on
RStudio
Show steps
Show steps
Show steps
- Watch a tutorial on RStudio basics
- Complete a few practice exercises in RStudio
Review Business Analysis for Decision Making
Show steps
Review basic principles and techniques from Financial Analytics in RStudio by understanding business processes and their decision-making.
View
Business Analytics
on Amazon
Show steps
Show steps
Show steps
- Read chapters 1-4 of the book.
- Take notes on key concepts and definitions.
- Complete the practice exercises at the end of each chapter.
11 other activities
Expand to see all activities and additional details
Show all 14 activities
Complete additional RStudio tutorials
Show steps
There are several free RStudio tutorials available online, which can provide you with additional practice and help you learn more advanced techniques.
Show steps
Show steps
Show steps
- Find an RStudio tutorial that covers a topic you're interested in
- Follow the tutorial and complete the exercises
Follow online tutorials on RStudio for financial analysis
Show steps
Enhance your proficiency in RStudio and financial analysis techniques through guided instructions.
Browse courses on
RStudio
Show steps
Show steps
Show steps
- Find online tutorials on RStudio for financial analysis.
- Follow the tutorials step-by-step.
- Complete the practice exercises provided in the tutorials.
Join a study group or online forum for Financial Analytics in RStudio
Show steps
Connect with peers and engage in discussions to enhance your understanding of the course material.
Browse courses on
Financial Analysis
Show steps
Show steps
Show steps
- Find a study group or online forum for Financial Analytics in RStudio.
- Participate in discussions and ask questions to clarify concepts.
- Share your knowledge and insights with other members of the group.
Participate in a peer study group
Show steps
Peer study groups can be a great way to learn from others, share ideas, and test your understanding of the course material.
Show steps
Show steps
Show steps
- Find a group of peers who are also taking the course
- Meet regularly to discuss the course material
Solve practice problems on financial analysis
Show steps
Reinforce your understanding of financial analysis concepts by solving practice problems.
Browse courses on
Financial Analysis
Show steps
Show steps
Show steps
- Find practice problems on financial analysis.
- Solve the problems using the concepts and techniques learned in Financial Analytics in RStudio.
- Check your answers against the provided solutions.
Solve financial operations problems
Show steps
Practicing financial operations problems will help you solidify your understanding of the concepts covered in this course.
Show steps
Show steps
Show steps
- Find a set of financial operations problems to solve
- Work through the problems step-by-step
- Check your answers against the provided solutions
Create a financial analysis report on a real-world company
Show steps
Apply the concepts and techniques learned in Financial Analytics in RStudio to a real-world scenario.
Browse courses on
Financial Analysis
Show steps
Show steps
Show steps
- Choose a company to analyze.
- Gather financial data from the company's website and other sources.
- Build a financial model using RStudio.
- Analyze the company's financial performance.
- Write a report summarizing your findings.
Attend workshops on financial analysis or RStudio
Show steps
Gain hands-on experience and learn from industry experts in the field of financial analysis.
Browse courses on
Financial Analysis
Show steps
Show steps
Show steps
- Find workshops on financial analysis or RStudio.
- Attend the workshops and participate actively in the exercises.
- Network with professionals in the field.
Start a personal finance project
Show steps
Starting a personal finance project will give you a chance to apply the concepts you've learned in this course to your own life.
Show steps
Show steps
Show steps
- Choose a personal finance goal
- Develop a plan to reach your goal
- Track your progress and make adjustments as needed
Create a summary of the course
Show steps
Creating a summary of the course will help you synthesize the material and identify the key concepts.
Show steps
Show steps
Show steps
- Go through the course materials and identify the key concepts
- Write a summary of each key concept
- Combine your summaries into a single document
Build a financial model in RStudio
Show steps
Building a financial model in RStudio will give you a chance to apply the skills you've learned in this course to a real-world problem.
Show steps
Show steps
Show steps
- Choose a financial problem to model
- Gather the necessary data
- Build the model in RStudio
- Validate and test the model
Career center
Learners who complete Financial Analytics in RStudio: Identify Profit Drivers will develop knowledge and skills
that may be useful to these careers:
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use analytical techniques to solve complex business problems, including those related to supply chain and operations management. This course can help Operations Research Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Financial Analyst
Financial Analyst
Financial Analysts use financial data to evaluate and advise on investment opportunities. This course can help Financial Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop investment strategies.
Business Analyst
Business Analyst
Business Analysts use data and analysis to help businesses improve their performance. This course can help Business Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Supply Chain Analyst
Supply Chain Analyst
Supply Chain Analysts use data and analysis to improve the efficiency and effectiveness of supply chains. This course can help Supply Chain Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Operations Manager
Operations Manager
Operations Managers oversee the day-to-day operations of a business. This course can help Operations Managers by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Systems Analyst
Systems Analyst
Systems Analysts use data and analysis to improve the efficiency and effectiveness of computer systems. This course can help Systems Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Investment Analyst
Investment Analyst
Investment Analysts use financial data to evaluate and advise on investment opportunities. This course can help Investment Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop investment strategies.
Financial Manager
Financial Manager
Financial Managers oversee the financial operations of a business. This course can help Financial Managers by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Sales Analyst
Sales Analyst
Sales Analysts use data and analysis to improve sales performance. This course can help Sales Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve sales performance.
Management Consultant
Management Consultant
Management Consultants use data and analysis to help businesses improve their performance. This course can help Management Consultants by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Technical Analyst
Technical Analyst
Technical Analysts use data and analysis to forecast financial market trends. This course can help Technical Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop investment strategies.
Statistician
Statistician
Statisticians use data and analysis to solve problems. This course can help Statisticians by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Data Analyst
Data Analyst
Data Analysts use data and analysis to solve business problems. This course can help Data Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to improve operational and financial performance.
Risk Analyst
Risk Analyst
Risk Analysts use data and analysis to identify and manage risks. This course can help Risk Analysts by providing them with the skills needed to analyze financial data, identify profit drivers, and develop strategies to mitigate risks.
Portfolio Manager
Portfolio Manager
Portfolio Managers oversee the investment portfolios of individuals and institutions. This course can help Portfolio Managers by providing them with the skills needed to analyze financial data, identify profit drivers, and develop investment strategies.
For more career information including salaries, visit:
OpenCourser.com/course/q06bik/financial
Reading list
We've selected seven books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Financial Analytics in RStudio: Identify Profit Drivers.
A good supplemental source for supply chain management. Provides a comprehensive overview of the field, including topics such as supply chain design, inventory management, and logistics.
Save
A valuable reference for operations research. Provides a practical introduction to the field, including topics such as linear programming, network optimization, and simulation.
A good supplemental source for supply chain and operations management. Provides a comprehensive overview of the field, including topics such as supply chain design, inventory management, and logistics.
A valuable reference for using R in data analysis for economics. Provides practical knowledge about the capabilities of the R programming language and how it is used to analyze data in economics.
A good supplemental source for econometrics. Provides a comprehensive overview of the field, including topics such as regression analysis, time series analysis, and forecasting.
A good supplemental source for marketing management. Provides a comprehensive overview of the field, including topics such as marketing strategy, brand management, and digital marketing.
A good supplemental reference on corporate finance. Provides background information on the theory and practice of corporate financial managers.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/q06bik/financial
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Effort
2 hours
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
Moses Gummadi
Language
English
Good to know
Course includes hands-on labs and materials which experts recommend for improving retention and skill development
Structured for advanced learners who have a good understanding of supply chain and operations analysis and who want to develop or further enhance their skills in financial performance analysis
Taught by recognized experts in the field of financial analysis and operations leadership
Focus on operational and financial performance, a foundational skillset in supply chain and operations management
Provides opportunities for learners to engage with materials in a variety of formats, keeping learning interesting and promoting multiple learning styles
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