This comprehensive course is tailored specifically for data analysts, business professionals, and anyone looking to significantly enhance their proficiency in Microsoft Excel for complex data analysis tasks. By exploring a wide range of advanced Excel features and techniques, participants will gain the ability to analyze and interpret data to make informed business decisions.
Learners will be introduced to real-world applications, using Excel to tackle diverse scenarios. The main case study will focus on Marketing, specifically the pricing of diamonds based on their characteristics and analyzing production quality data in manufacturing. By the end of the case study, learners will feel empowered to apply regression analysis to problems in their own field.
This practical approach ensures that learners will leave the course equipped to handle complex data analysis challenges, providing them with the skills to conduct hypothesis testing, regression analysis, and more.
The course is designed for Business Analysts and Data Analysts seeking to enhance their analytical skills and improve their decision-making capabilities. It is ideal for professionals who regularly handle data, generate reports, and provide insights to support business strategies. Participants are expected to have a keen interest in leveraging data to drive organizational success and be open to learning advanced analytical techniques and tools.
Participants should be proficient in Microsoft Excel for data manipulation, analysis, and visualization. They should also understand fundamental statistical concepts, including measures of central tendency (mean, median, mode), dispersion (range, variance, standard deviation), and confidence intervals. This foundation will help them grasp more complex analytical methods and apply them effectively in their roles.
By the end of this course, learners will have mastered the necessary tools to effectively visualize, analyze, and interpret data using Excel, making them invaluable assets in their professional fields. This course will empower participants to transform raw data into compelling insights, driving business strategies and achieving better outcomes.
This comprehensive course is tailored specifically for data analysts, business professionals, and anyone looking to significantly enhance their proficiency in Microsoft Excel for complex data analysis tasks.
涵盖的内容
16个视频4篇阅读材料3个作业
显示有关单元内容的信息
16个视频•总计73分钟
Introduction to the Course & Meet Your Instructor•2分钟
Basics of Hypothesis Testing •4分钟
Understanding P-Values and Statistical Significance •4分钟
Z-tests for Known Variance •5分钟
Conducting a Simple Z-Test in Excel •7分钟
Understanding One-Tailed Tests •4分钟
Performing a One-Tailed Test in Excel with Video•5分钟
Understanding the Two-Sample T-Test •4分钟
Performing a Two-Sample T-Test in Excel •6分钟
Introduction to ANOVA •4分钟
Conducting ANOVA in Excel •5分钟
Introduction to Linear Regression•3分钟
Conducting Linear Regression in Excel •7分钟
Exploring Multilinear Regression•4分钟
Conducting Multilinear Regression in Excel •6分钟
Congratulations and Continuous Learning Journey•2分钟
4篇阅读材料•总计20分钟
Welcome to the Course: Course Overview•5分钟
A Fundamental Problem of Hypothesis Testing with Finite Inventory in E-Commerce •5分钟
Coursera brings together a diverse network of subject matter experts who have demonstrated their expertise through professional industry experience or strong academic backgrounds. These instructors design and teach courses that make practical, career-relevant skills accessible to learners worldwide.
确定
人们为什么选择 Coursera 来帮助自己实现职业发展
Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情,我就可以学习。'
Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'
Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程,Coursera 便是最好的去处之一。'
Chaitanya A.
''学习不仅仅是在工作中做的更好:它远不止于此。Coursera 让我无限制地学习。'
学生评论
4.8
14 条评论
5 stars
85.71%
4 stars
7.14%
3 stars
7.14%
2 stars
0%
1 star
0%
显示 3/14 个
H
HH
4·
已于 Oct 11, 2024审阅
It was great but a little confusing with basic concepts
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.