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Statistics for Data Analysis Using Excel (Accredited)

Descriptive and Inferential Statistics Theory With Excel Examples for Business / Six Sigma - 14 PMI PDUs (2026 Version)

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About This Course

<div>Note: Students who complete this course can apply for the certification exam by Quality Gurus Inc. and achieve the Verified Certification from Quality Gurus Inc. It is optional, and there is no separate fee for it. Quality Gurus Inc. is the Authorized Training Partner (ATP # 6034) of the Project Management Institute (PMI®) and the official Recertification Partner of the Society for Human Resource Management (SHRM®)</div><div><br></div><div>The verified certification from Quality Gurus Inc. provides you with 14.0 pre-approved PMI PDUs and 14.0 SHRM PDCs at no additional cost to you.</div><div><br></div><div>This course is accredited by The CPD Group (UK). You are eligible to claim 14.0 CPDs for this course (Accreditation# 1016204)</div><div><br></div><div><span style="font-size: 1rem;">Welcome to "<u><b>Statistics for Data Analysis Using Microsoft Excel</b></u>," a fully updated and enhanced course designed to teach you both descriptive and inferential statistics through practical, real-world examples.</span></div><div><br></div><div>This course will eliminate the need to memorize complex formulas by showing you how to leverage Microsoft Excel for statistical analysis effortlessly. By the end of this course, you will be able to apply statistical methods confidently to solve business problems and make fact-based decisions with real data insights.</div><div><br></div><div><span style="font-size: 1rem;">What’s New in the 2026 Update?</span></div><div><ul><li><span style="font-size: 1rem;">140+ Quiz Questions across all sections for deeper understanding.</span></li><li><span style="font-size: 1rem;">Two Real-World Projects to apply your skills in business scenarios.</span></li><li><span style="font-size: 1rem;">New Video Content with clearer explanations of statistical concepts.</span></li><li><span style="font-size: 1rem;">Downloadable Slides &amp; Resources for easy reference.</span></li></ul></div><div><br></div><div>What You’ll Learn</div><div><ul><li><span style="font-size: 1rem;">Descriptive &amp; Inferential Statistics: Understand and apply statistical concepts from basic to advanced levels.</span></li><li><span style="font-size: 1rem;">Excel Proficiency: Use Excel functions &amp; formulas to simplify statistical calculations.</span></li><li><span style="font-size: 1rem;">Data Interpretation: Learn to analyze and draw insights from raw data.</span></li><li><span style="font-size: 1rem;">Data Visualization: Create histograms, box plots, and scatter plots to represent data visually.</span></li><li><span style="font-size: 1rem;">Real-World Decision-Making: Solve business problems using fact-based statistical analysis.</span></li></ul></div><div><br></div><div><span style="font-size: 1rem;">Course Structure &amp; Topics Covered</span></div><div><span style="font-size: 1rem;"><br></span></div><div><span style="font-size: 1rem;">Section 1: Introduction to Statistics &amp; Descriptive Statistics</span></div><div><ul><li><span style="font-size: 1rem;">Fundamentals of Statistics &amp; their importance in business.</span></li><li><span style="font-size: 1rem;">Excel for Data Analysis: Key functions &amp; tools.</span></li><li><span style="font-size: 1rem;">Measures of Central Tendency: Mean, median, mode.</span></li><li><span style="font-size: 1rem;">Measures of Spread: Standard deviation, range, quartiles, interquartile range.</span></li></ul></div><div><br></div><div>Section 2: Probability &amp; Distributions</div><div><ul><li><span style="font-size: 1rem;">Basic Probability Concepts: Permutations, combinations, &amp; probability rules.</span></li><li><span style="font-size: 1rem;">Probability Distributions: Normal, binomial, Poisson, Student's t, Chi-square and F distributions.</span></li></ul></div><div><br></div><div>Section 3: Hypothesis Testing &amp; ANOVA</div><div><ul><li><span style="font-size: 1rem;">One-Sample Tests: Z-tests, t-tests, p-tests, variance tests</span></li><li><span style="font-size: 1rem;">Two-Sample Tests: Compare groups using statistical testing.</span></li><li><span style="font-size: 1rem;">Analysis of Variance (ANOVA): Step-by-step procedures.</span></li></ul></div><div><br></div><div>Section 4: Correlation &amp; Regression</div><div><ul><li><span style="font-size: 1rem;">Understanding Relationships: How variables influence each other.</span></li><li><span style="font-size: 1rem;">Correlation Analysis: Measure the strength and direction of relationships.</span></li><li><span style="font-size: 1rem;">Simple Linear Regression: Predict future trends using Excel.</span></li></ul></div><div><br></div><div>Section 5: Practical Applications &amp; Projects</div><div><ul><li><span style="font-size: 1rem;">Real-World Projects: Apply statistical methods to business scenarios.</span></li><li><span style="font-size: 1rem;">Data Interpretation: Drawing actionable insights from analysis.</span></li></ul></div><div><br></div><div>New for 2026: Two Hands-On Projects in Section 5!</div><div><ul><li><span style="font-size: 1rem;">Project 1: Who buys more cosmetics? Male vs. Female—What does the data say?</span></li><li><span style="font-size: 1rem;">Project 2: Nurse Salaries—Do male or female nurses earn more?</span></li></ul></div><div><br></div><div>Your Mission (If You Choose to Accept It):</div><div><ul><li><span style="font-size: 1rem;">Don’t assume females buy more cosmetics than males.</span></li><li><span style="font-size: 1rem;">Don’t assume one gender earns more in nursing.</span></li><li><span style="font-size: 1rem;">Use data, not assumptions! Let statistics reveal the truth.</span></li><li><span style="font-size: 1rem;">Start the Updated Course Now &amp; Upgrade Your Data Analysis Skills!</span></li><li><span style="font-size: 1rem;">Ready to apply statistics to real-world problems? Join 25,000+ students who are mastering data analysis with Excel!</span></li></ul></div><div><br></div><div>What are other students saying about this course?</div><div><ul><li><span style="font-size: 1rem;">He's better than all my university lecturers, very clear, concise and seamless progression of the evolution of concepts in a systematic way that makes it easy to understand...Bravo!!&nbsp; (5 stars by Ayanda Peter)</span></li><li><span style="font-size: 1rem;">A well-planned curriculum, fantastic resources for downloads, professionally presented slides, very easy to understand, truly the best course for every financial analyst.&nbsp; (5 stars by Arumugam K Chandrasekar)</span></li><li><span style="font-size: 1rem;">I am fan of his teachings. it is recommended to every other person who is not confident in Statistics and want to be a pro. (5 stars by Apnatav Bhatia)</span></li><li><span style="font-size: 1rem;">Its more than my expectations, absolutely wonderful since it start with basics. (5 stars by Boikaego Raditlatla)</span></li><li><span style="font-size: 1rem;">Great course for learning business statistics or statistics in general. (5 stars by Sudesh Pandey)</span></li><li><span style="font-size: 1rem;">Brilliant course. Takes the difficult, sometimes even boring Statistics model and breaks them into easy bite size portions. Explains the theory behind it and then the Excel way of doing it. (5 stars by Karthikeyan Stalin)</span></li><li><span style="font-size: 1rem;">The self study step by step and the excel examples are very great. I can follow the course and practice on my computer alongside. Thank you for putting this whole thing together. Not a very exciting subject to teach so I appreciate being able to put this long course together to make it easy for people like us to utilize and study. (5 stars by Dr Stanley Adjabeng)</span></li></ul></div><div><br></div><div>Continuous Professional Development (CPD) Units:</div><div><ul><li><span style="font-size: 1rem;">For the ASQ® Recertification Units (RUs), we suggest 1.40 RUs under the Professional Development &gt; Continuing Education category.</span></li><li><span style="font-size: 1rem;">For PMI®, 14.0 pre-approved PDUs can be provided after completing our optional/free certification exam. The detailed steps for taking Quality Gurus Inc. certification with preapproved PDUs are provided in the courses.</span></li></ul></div><div><br></div><div>What are you waiting for?</div><div><br></div><div>This course comes with Udemy's 30 days money-back guarantee. If you are not satisfied with the course, get your money back.</div><div><br></div><div>I hope to see you on the course.</div>

What you'll learn:

  • Fully Updated for 2026! New videos, 2 real-life projects, and 140+ quiz questions added. Dive in and upgrade your stats skills now!
  • Master the essentials of descriptive and inferential statistics through straightforward and practical examples, making complex concepts easy to grasp.
  • Harness the power of Microsoft Excel to perform a wide range of statistical calculations, eliminating the need to remember long and complex formulas.
  • Gain a solid foundation in statistics, from basic principles to advanced applications, enabling you to solve business problems efficiently using Excel.
  • Transform vast amounts of data into meaningful insights, empowering you to make informed, fact-based decisions that drive business success.
  • Develop proficiency in Excel, to perform and streamline your data analysis tasks without the need for advanced software like Minitab, R, or Python.
  • Visualize your data effectively by creating and interpreting histograms, box plots, and scatter plots, to communicate your findings clearly and effectively.
  • Enhance your career prospects by gaining practical skills in data analysis using Excel, a highly valued competence in today's data-driven business environment.
  • Boost your confidence in handling statistical analysis, making you a valuable asset to your organization and opening up opportunities for professional growth.