Course Details
Course

Business Intelligence - Using Big Data Analytics 0.5 CPE


Course Duration: 0.5 Hours
Course Rating:
Course Enrollments: 778 Enrolled
Mode of Delivery: On-Demand
Course Level: Intermediate
Study Area: Specialized Knowledge

This course prepares participants to review, analyze, and make decisions based on results from business intelligence projects. The course covers reading and interpreting regression analysis. The course also gives participants the skills to critically analyze and identify potential limitations on analysis. The course also covers predicting changes in business outcomes based on analysis and identifying the level of certainty or confidence around those predictions. This paves the way for future detailed courses in predictive analytics.

***Please download and open all supporting materials before starting the course videos.***

Prerequisites

No Advanced Preparation or Prerequisites are needed for this course. However, it is recommended to take the other courses in the series prior to completing this one.

Learning Objective

 


  • Recognize univariate statistics and differences between statistics
  • Recognize coefficients on regression analysis
  • Identify precision of coefficient estimates based on confidence intervals
  • Identify driving factors of a business outcome based on statistical significance
  • Recognize the differences between statistically and economically significant coefficients
  • Explore limitations on specific statistical tests used in business intelligence 

Last updated/reviewed: July 24, 2025

(166) Reviews

(233 rating)
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katherine.kirkup

Good presentation with clear examples of the ethics of team leadership. Real life examples were used which demonstrated the principles of ethical leadership. Found the course easy to follow and understand.

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devery.adair

This instructor gave an easy to follow overview of FBAR Issues. We must take into account that 2024 may have some differences such as maximum penalty. But this was a clear and concise presentation of the nuances regarding FBAR and Form 8938 Filings.

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gene.cenotto

The course did a nice job and explained important, relevant information in a manageable and easy-to- digest manner.

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hyoe.nakagiri_1

I found the personality style quadrant very helpful in understanding my need for flexibility and learning "how to read the room." Much more flexibility compared to Myers-Briggs. I particularly appreciated the instructor's perspectives on how we can adapt our behaviors to work effectively work with counterparts who demonstrate different styles.

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timothy.robbins

This course relates specifically to ASC 985-605 - the prior revenue recognition standard. ASC 606 fully supersedes ASC 605, meaning that no specific components or guidance from ASC 605 are applicable to ASC 606. Companies must use the five-step model in ASC 606 as the sole guidance for revenue recognition. This course should be relabeled to ASC 985-605 to prevent new accountants from learning the revenue recognition rules that no longer apply.

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aminah.bey

This was an excellent course and I felt like it provided a guidebook for necessary courses of action and reminders for those trying to ascend in his/her careers.

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ndilahomba

Excellent course i learned today about the best Wild, then you.com, and all other claude. I can see is a new world we are in and happy to be part of this transformational Journey. This course opened my eyes

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divon.crutchfield

I did not like that many of the review questions in particular seemed to have more than one correct answer. Other than that, it was a great course. Also, I don't like that this review box states that it is a minimum of 50 characters, but then it also says that the review is optional, suggesting that the minimum character count is 0. You may want to remove the Minimum of 50 characters sentence and only show that if the user attempts to submit a review that's less than 50 characters. You can also remind them at that time that the review is optional if they simply want to delete the entire review.

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dray

excellent overview of AI and ethics. Ethics is often overlooked in technology development.

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kimberly.martin

I like to read the slide decks in the pdf format. The pdfs for this course were not sufficient to learn the content.

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jeff.klein

Good discussion but I don't think the answer for the first review question is correct.

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mwen

I hope this could be a recording course. It took me a white to read this material. It may be easier if the instructor can show us how the formula works.

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jake.laptad

Rob does an outstanding job of effectively teaching the Key Performance Indicators and KPI Dashboards. The course was well-structured, providing a comprehensive understanding of KPIs and their critical role in measuring and driving business performance. The content was insightful and easy to follow, with a perfect blend of theory and practical examples. The section on creating KPI dashboards was particularly valuable, offering hands-on guidance on designing and implementing effective dashboards that provide real-time insights into business performance. The instructor was knowledgeable and engaging, making complex concepts accessible and relevant. The interactive elements and practical exercises helped reinforce the learning and provided me with the confidence to apply these concepts to my own work. Overall, this course is a must for anyone looking to deepen their understanding of KPIs and enhance their ability to track and manage performance effectively. I highly recommend it!

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mhandcpa

Very interesting course! ..................................................................

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nicholas.wilhelm

The excitement of the content combined with the enthusiasm and insight of Mr. Wasny make this course, along with those he presents on AI, the most inspiring and motivational I've experienced on this platform.

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seth.deyo

I believe that there is some audio repetition about half way through. Great course, might just want to take a look at that.

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stephenmvigil

The course is well organized and easy to understand!

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karina.valenzuela

Very knowledgeable instructor with many years of experience. Appreciated the inclusion of strategies for every person involved as well as examples of risk factors.

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neal.stiles

An overall solid summation of the important characteristics of forensic accounting. I would recommend this to anyone interested in Forensic accounting.,

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jessica.spaulding

Another great course from David Ringstrom. I always learn a lot from his excel courses. I am glad to have learned about the xlookup function. I think it is something I will be using a lot.

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juliana.salazar

Its just an introduction, you wont learn practical uses of gpt in accounting, he just give us a bunch of example and why this tech is so life changing

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kaley.walker

I thought this was a thorough and helpful course as a manager who deals with many different types of personalities on a daily basis.

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katie.murrey

Overall, a good course to learn about multiple lookup equations.

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joseph.ennis

Course was relevant and a good road map to live all aspects of your life.

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patricia.quinn

Good information that should be revisited frequently.

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anamika.chauhan

it was a really good course as instructor had everything laid out in detailed slides and was very well explanated with examples.

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david.fajardo

good me gusto a lot, i want to be the best controller

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dong_kyun.ryu

Very well explained the concept with proper examples. Helps a lot for the corporate cost analysis. Really enjoy the course and easy to follow on his explanation. Great lectures and I will take more of Erik's courses.

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yongsook.prince

Well structured overview of the course by instructor

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cynthia.lam

This is a very comprehensive overview of the IPO process from the CFO perspective. It is particularly helpful to know the flow of the process from beginning to end, what parties are involved and their respective responsibilities during the IPO process as well as what one needs to pay attention and any related rules should be considered.

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hussain.bin_saad

This a trending topic in current industries and gaining more focus for its use cases and utilization. The course provided a good introduction to this topic.

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kimberly.parks

I love this course! Practical and motivating, actionable advice to drive your business forward. Implementing advice right away.

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michael.zomber_1

Very interesting course. Mr. Rubenstein does a nice job of elucidating the essential nature of the forecasting discipline.

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sara@continuousscale.com

I liked the easy explanations and the quality of the supporting materials. Having an excel workbook with quality examples is a huge plus. Thank you!

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ben.wells

This is a good ESG overview. I removed a star because the pace was too slow for me. It's important to watch this on a PC or iPad so that you can watch at 1.5x speed.

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collin.engelhardt

Having a calculator to practice with, embedded in the course would be most helpful

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ashley.riley

Great information available in this course, will recommend to others.

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alexander.desousa

I am very satisfied with the introduction of this course.

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vasily.chesalov

This is a high-level overview of how to organize data analytics efforts and sell these services to the business.

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russell.burr

this is a good course for anyone who wants to get involved in the fp&a process

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jwilson_1

Your courses have all been so wonderful, so informational, and so thorough--in short, greatly appreciated by me! Thank you for sharing your expertise, your wealth of knowledge, your inclusion of examples! I have greatly enjoyed reading and listening to all of your lectures thus far.

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antoaneta.tasheva

Easy to follow. Relatable content. Clear presentation.

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jamie.danner

What is this question ? The Altman Z statistic measures the efficiency of a firms marketing efforts over the past: The Altman Z score is about the probability of bankruptcy in the next two years... It has nothing to do with measuring marketing efforts .. How is this an exam question ?

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alejandra.chacon

Excellent, is a great introduction to start and put hands on the data and work with it.

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ricardo.de_alba

Excellent overview of the topic, with engaging examples and pulse checks. Wide range of subjects covered.

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mallory.brennan

Great course on Corporate tax filings for schedule M-3 Part III.

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rindyp

Being able to do each section individually and review it before moving on to the next section. I also liked being able to run the entire course to refresh before taking the exam.

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rose.gingrich

This course was very helpful. new tools for me to practice and master. If you work with data and excel this is the right course. take it and you will find that worth more than you imagine.

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alisa_gay

Very good class, informative materials and well presented

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tara.boring

This course could have been really cool, but I couldn't follow the Excel directions....

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kevin_falini

I appreciate all of the practice. Lot's of problems help to develop proficiency at speed.

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eugene.rura

if you ever have to explain basic accounting concepts to someone, this is an excellent example on how to do it - introduction of accounting to novices done perfectly - very clearly, methodically and encouragingly.

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aaron.arjun

the final exam questions are not clearly addressed in the slides.

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cindy.wells

Explanation/presentation was very conversational and provided a lot of insight based on real experience with the legislation.

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carmen.siu

This course is very easy to follow and the tip to get the budget template is great.

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dopm83

Great course for being introduced to the Blockchain world

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melissa_kronenberger

The course itself was fantastic. I would take pieces of it again as refreshers. Given the final exam is 160 questions, I would have been better suited to take the classes in two hour chunks with credit after each class. It was also incredibly frustrating to answer the same question numerous times in the final exam.

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cherylene.bulanadi

great content, however had to max the volume for me to hear the speaker

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elizabeth.byrd_1

Great info! Informative and easy to understand. I liked that it was broken up into smaller chunks.

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adam.hargett

Outstanding course! Learned a ton in a short amount of time.

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josh.schmitt

The hands-on part of this module was effective, but the final exam had some grammatical errors that made it more esoteric than necessary.

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tal.crook

I notice that most audits are not using this risk based auditing mentality, so learning about it now makes me want to find a way to implement it into my firm!

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danny.johnson

Great introduction to Blockchain and how it can be used for business. I hope that this catches on and that businesses will use block chain in day to day business.

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aaron.walters

Presenter gave an effective overview of the topic, including benefits and applications. Briefly discussed why it has not yet "arrived," but explains the potential.

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devin.holladay

Good course and interesting material presented. Would recommend to anyone interested in blockchain.

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michelle.mazepa

The hands-on application of regression analysis, though simplified, was helpful in understanding how to interpret the results

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rhenneberg

Sussman is excellent. He was one of my MBA professors so I was excited to see him on this platform. If he's teaching a class, you want to take it.

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rob.storrick

Great stuff as always, Michael. Thanks to Grant Thornton for making this available.

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sally.schroeder

Seems silly to have an exam on this topic, probably because I watched the video after completing 10 Illumeo courses. :-)

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hayley.darley

This was a nice comprehensive overview of blockchains and their uses.

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marypat.brady

Overall good. Some repetition from prior courses but actually this one pulled together the earlier concepts and made them more relevant.

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ashley.golda

Would have been nice to see what we should be doing in Excel. Hard to know if we did it right.

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alex.murray

Although I thought the examples to be very helpful, I felt a little confused throughout this one.

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katie.marciniak

It is interesting to learn about how to choose variables and how to look out for omitted variables.

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ryan.richardson

Course was informative and easy to navigate. I would recommend it to a colleague.

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katie.piazza

The course did a very nice job and explained important, relevant information in a manageable and easy-to-digest manner. The instructor was efficient and broke down the topics in an understandable way.

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andrew.schuler

This course was informative and provided the basics beyond using regressions for forecasting.

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stephanie.bommarito

The real life examples were helpful to walk through

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philip.wilson

I do not think that this explained block chain well

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apexa.mamtora

Liked the next steps section especially that concisely illustrates what is to come in analytics. Very straightforward course in general and easy to understand.

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lauramichael.hughes

The modules were very helpful to understand the material.

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jim.klimkowski

Absolutely wonderful course. I am going to take the deep dive on email. The activities button in contacts was worth the entire 1.5 hours. Wish he would of started with the views functionality. Still get confused on how to work this function and don't feel confident I have the most effective view on all of my screens.

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bethany.hunsaker

I appreciated how the instructor took his time in explaining definitions and how to manipulate the data.

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sbreseman

Great refresher on basic accounting topics. The materials were easy to follow, and navigate.

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sylviane.alexion

This was an excellent overview of fundamental excel functions. I love the multiple uses of examples.

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dominic.nguyen

Great introductory course. Love how the presentation was well prepared.

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nick.merrill

Decent look into regression, sample size of the data was unrealistically small which took away from the learning possibilities.

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brian.poupore

Michael made it easy to understand the importance of fixed effects in advanced analytics

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silvia.wang

Regression in excel is very helpful to analyze dummy data. I would like to recommend this course to anyone who is working on analyzing data. By learning this skill is helpful to increase work efficiency.

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christian.main

I thought this course was helpful because there was a real-life example used.

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ben.wood

This course did a very good job of going in depth with its explanations of regression analysis.

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meir.munk

Great class!

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eric.oosta

Good review course. Fairly simple accounting concepts.

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alex.schmitt

I found this module somewhat confusing and abstract compared to previous modules. Hands-on examples would've helped distill your points.

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christina.lanthier

Manipulating the data and walking through step by step is very helpful

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nick.ross

This course was short, sweet, and straight to the point. The material was interesting and it was easy to stay engaged throughout.

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matt.kendle

I found this course to be helpful. This material was new to me and interesting to learn about.

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sevyn.pugh

Great Comprehensive review of this decision to those unfamiliar with SALT concepts.

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lindsay.cowell

this one, although hands on, was dry and difficult to hold my attention the entire time

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nick.newhouse

It says that theory is easy but applying is hard. We are doing theory....

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danielle.kintz

Very informational course. The mid-section can be a bit bland, but it's very useful knowledge.

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abby.vogelsberg

This course provided great examples of data collection techniques.

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bleip

This was a good but examination of ethics starting with various scandals and ethics violations to COSO standards to the best practice policies in creating an ethical culture from the top down at a company.

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dave.rogers

Continues to build on the past courses well. I look forward to the next courses

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niketa.patel

Very informative class on accounts payable and what they exactly do!!

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kade.karges

One of the questions was wrong. It asked about the Z score but referenced marketing rather than bancruptcy.

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nick.zuzula

Very thorough on how to use statistical analysis and other types of analysis for analyzing different types of data. Excellent job tying the information back to real-world application.

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steffany.werner

I wish there were more examples rather than just slides.

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paul.gallagher

Everything about this course was absolutely fantastic.

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cameron.dresselt

It was very helpful to see a live excel demonstration of how data can be analyzed in real time.

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meghan.wied

Very interesting and insightful course on new data analytics techniques.

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grant.gernes

Good course.... does a good job of introducing basic concepts.

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sammy.reisner

This course was very useful. It was a good follow up to the Business Intelligence: What is it and why course.

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bill.bersano

I thought the course was fine for a basic level of knowledge on what BI was as well as some of the advantages and disadvantages.

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jake.grubbs

Good introduction and overview of data collection and cleaning.

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ian.stewart

great course!!!!!!! going to show my grandkids this course one day so they can learn all this rockin information too!!!!!

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alex.tran

This course helped me prepare for a training. I really feel like I got a good foundation.

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jacob.hash

very good introduction into an area I've never studied

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aurora.olson

It met all the stated objectives. I thought it was more interesting than the previous two sections.

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joann.kinsey

Thank you for the course. Learned about interpreting data and analyzing data. Helpful course.

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poonam.luniya

The course material was good and simple. I would suggest adding more examples at each level.

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annie.chan

I think this was a good introduction to Business Intelligence.

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patrick.barry

I thought the course provided good detail on a number of the tools available to use for analytics. The time allotted was also very reasonable.

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lee.collins

Pretty interesting, especially the stuff on benfords law

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andrea.gawkins

Great final course to take that sums up data and analytics. good examples

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tim.szlembarski

A little hard to follow if you have never done a regression analysis. Having an easy sample regression and walking through all the steps would help.

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sam.barnett

This was a quality course related to Data Collection and cleaning 0- I thought that the information provided was very relevant.

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aaron.bartholomew

Although shorter and more applicable than the last course I completed (Business Intelligence), the case study seemed to be more a repeat of the slides, as opposed to a case study under the academic definition.

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josh.kleiner

I felt the valid test data question was confusing, but other than that, it was a good course!

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dylan.adams

I thought the review was thorough and introduced the site very well.

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ronald.dipaola

Exactly what I needed, added many of the missing pieces for me. I like the format, showing what to do then, doing it. My only gripe is that the exam has questions on charts when no charts were in the course material.

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alex_.bonn

very interesting and I would suggest this course to a college student.

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olivia.canestrari

I like how the course was broken up, and how you are able to access the slides.

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tbielas

I love how you used very clear and specific examples! Thank you Leslie!

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tim.thomas

Good overview of the Segregation of Duties method of review and of why its important

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abubacker.syed_abdul

Some more error rectification technique may be included in this course.

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simon.adell

A very interesting topic, another one they don't teach you in school.

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mdefensor

helpful

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jo.bonenfant

Very comprehensive and extremely thorough.

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stephen.hall

Didn't realize QB was this powerful. Good overview.

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andrew.eidenshink

Great Course!

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stephen.soviero

Great Course

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vincent.rella

Very informative course!

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thomas.marrinan

Tough overall but a great course

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brendan.lynch

Tough course

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charlie.schnider

Great course.

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robert.potvin

Short, but very well put together and very informative, nicely done!

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william.woods

Great Course!

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gianni.sbarro

Good course

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cormac.leddy

Difficult but enjoyable

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henry.guo

Great Course!

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cameron.whitelaw

Great time.

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scott.berlinguet

Great Course!

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robert.quinn

Good course.

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ryan.zsebik

Helpful for understanding datasets and making sure your data is not fake

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joseph.esposito

Very interesting information, good course

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michael.mcgee

Slides were extremely helpful to review, concepts laid out very plainly but informatively

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john.daniels

Fantastic Course

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cormac.kennedy

Great course. Even better teacher. Sorry it's late.

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christian.anderson

awesome!

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matthew.peacock

Interesting stuff

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kyle.degruttola

I worked as an accounting professor for a few years and had a similar style to teaching. It is extremely effective. Nice review sir.

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hossam_elsherief

Excellent course

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daniel.miller_2

Enjoyed it.

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douglas.ronald

Good!

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brian.bartholomew

Good refresher on SEC Reporting and structure of reports

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